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Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

We Deliver Neonatal, Paediatric & Adult Intensive Care Nurse Training Programmes Face to face clinical skills training is supported by our platform which provides relatable and impactful content that helps nurses develop their leadership skills, embed their learning and earn certified CPD. See course content. Available World-Wide Delivered by prominent nurse educators and senior current ICU doctors with global experience in public and private healthcare We take pride in uplifting capabilities, inspiring the nursing workforce and improving patient care Overview Theoretical knowledge, clinical skills & competencies NICU Intensive Care Nurse Training This course will provide: Development of foundation to deeper theoretical knowledge and skills within various topics in critical care Demonstration of application of knowledge and understanding in practice Problem solving through critical analysis and evaluation of complex situations Maintaining quality care and positive patient experience Proactively manage problems, issues and challenges as they present Workforce management Risk management skills Decision making skills Course Structure: On the first day the participants will be allocated to groups in order to facilitate the practical skills teaching. The participants are encouraged to utilise this group for study purposes throughout this course. Each group will be allocated a senior nurse coach who will be their point of contact for queries and provide support throughout the course and for a period after the course has finished, until the participants have achieved their competencies in their respective place of work. Each participant will be given a workbook populated with competencies for each of the 7 topics within NICU. This workbook will provide guidance and it is intended for the participants to use it in their clinical practice. The participants will require a senior nurse allocated to them locally in their respective hospital who can oversee the application of the gained knowledge in practice. The participants will be assessed throughout the course via: Active participation Simulation in applying knowledge during workshops and practical sessions Completion of workbook and record achievements Reflective practice Contact us for a full training schedule 2. PICU Intensive Care Nurse Training This course will provide: Development of foundation to deeper theoretical knowledge and skills within various topics in critical care Demonstration of application of knowledge and understanding in practice Problem solving through critical analysis and evaluation of complex situations Maintaining quality care and positive patient experience Proactively manage problems, issues and challenges as they present Workforce management Risk management skills Decision making skills Course Structure: On the first day the participants will be allocated to groups in order to facilitate the practical skills teaching. The participants are encouraged to utilise this group for study purposes throughout this course. Each group will be allocated a senior nurse coach who will be their point of contact for queries and provide support throughout the course and for a period after the course has finished, until the participants have achieved their competencies in their respective place of work. Each participant will be given a workbook populated with competencies for each of the 12 topics within PICU. This workbook will provide guidance and it is intended for the participants to use it in their clinical practice. The participants will require a senior nurse allocated to them locally in their respective hospital who can oversee the application of the gained knowledge in practice The participants will be assessed throughout the course via: Active participation Simulation in applying knowledge during workshops and practical sessions Completion of workbook and record achievements Reflective practice Contact us for a full training schedule 3. AICU Intensive Care Nurse Training This course will provide: Development of foundation to deeper theoretical knowledge and skills within various topics in critical care Demonstration of application of knowledge and understanding in practice Problem solving through critical analysis and evaluation of complex situations Maintaining quality care and positive patient experience Proactively manage problems, issues and challenges as they present Workforce management: safe staffing levels, utilising skill mix, safe and effective patient care Ability to assess the complex patient in the ICU Rehabilitation and recovery planning for ICU patients Risk management skills Decision making skills Course Structure: On the first day the participants will be allocated to groups in order to facilitate the practical skills teaching. The participants are encouraged to utilise this group for study purposes throughout this course. Each group will be allocated a senior nurse coach who will be their point of contact for queries and provide support throughout the course and for a period after the course has finished, until the participants have achieved their competencies in their respective place of work. Each participant will be given a workbook populated with competencies for each of the 13 topics within adult critical care. This workbook will provide guidance and it is intended for the participants to use it in their clinical practice. The participants will require a senior nurse allocated to them locally in their respective hospital who can oversee the application of the gained knowledge in practice. Course Content The content helps nurses succeed in gaining essential skills to excel in day-to-day work activities, such as; communicating with colleagues and patients, conducting difficult conversations, knowing how to lead and motivate teams and problem solving. The content is mapped to the leadership requirements as stated by the UK Royal Colleges, including the Royal College of Nursing What is the role of leader? Building and Leading Successful teams CPDwatch Building and Leading Successful teams Building and Leading Successful teams Leading with Values and Ethics CPDwatch Leading with Values and Ethics Leading with Values and Ethics watch Leadership Insights on Leading with Executive Presence Leadership Insights on Leading with Executive Presence watch Leadership Insights on Building & Leading Teams Leadership Insights on Building & Leading Teams watch Leadership Toolkit: Facilitating a Workshop Leadership Toolkit: Facilitating a Workshop watch Leadership Toolkit: Facilitating a Brainstorming Session Leadership Toolkit: Facilitating a Brainstorming Session watch Leadership Toolkit: Running a Team Debrief Leadership Toolkit: Running a Team Debrief watch The Characteristics of an Accountable Leader The Characteristics of an Accountable Leader Leading through Shared Vision CPDwatch Leading through Shared Vision Leading through Shared Vision watch Evaluating Your Management Style Evaluating Your Management Style watch The Adaptive Leader: Be an Iceberg The Adaptive Leader: Be an Iceberg The Collaborative Leader CPDwatch The Collaborative Leader The Collaborative Leader Leading through Problem Solving and Decision Making CPDwatch Leading through Problem Solving and Decision Making Leading through Problem Solving and Decision Making watch Leadership Insights on Leading Diversity Leadership Insights on Leading Diversity watch Leadership Insights on Judgment and Decisiveness Leadership Insights on Judgment and Decisiveness Leading with Judgment and Decisiveness CPDwatch Leading with Judgment and Decisiveness Leading with Judgment and Decisiveness Accountable Leadership CPDwatch Accountable Leadership Accountable Leadership watch Leadership Insights on Being Accountable Leadership Insights on Being Accountable watch Expert Insights on Networking & Building Relationships Expert Insights on Networking & Building Relationships watch Building Your Professional Network Building Your Professional Network watch Leadership Insights on Networking with your Peers Leadership Insights on Networking with your Peers watch Networking to Improve Leadership Effectiveness Networking to Improve Leadership Effectiveness watch Empowering Employees Empowering Employees read MIT Sloan Management Review on New Leader Transitions MIT Sloan Management Review on New Leader Transitions read All the Leader You Can Be: The Science of Achieving Extraordinary Executive Presence All the Leader You Can Be: The Science of Achieving Extraordinary Executive Presence read MIT Sloan Management Review on The Adaptive Leader MIT Sloan Management Review on The Adaptive Leader read MIT Sloan Management Review Article on Looking for Opportunity in the Midst of Crisis MIT Sloan Management Review Article on Looking for Opportunity in the Midst of Crisis read Executive Presence: The Art of Commanding Respect like a CEO, Second Edition Executive Presence: The Art of Commanding Respect like a CEO, Second Edition read MIT Sloan Management Review on Leader as Motivator MIT Sloan Management Review on Leader as Motivator listen The Accountable Leader: Developing Effective Leadership Through Managerial Accountability The Accountable Leader: Developing Effective Leadership Through Managerial Accountability listen From Bud to Boss: Secrets to a Successful Transition to Remarkable Leadership From Bud to Boss: Secrets to a Successful Transition to Remarkable Leadership listen Strategic Connections: The New Face of Networking in a Collaborative World Strategic Connections: The New Face of Networking in a Collaborative World listen The Courage Way: Leading and Living with Integrity The Courage Way: Leading and Living with Integrity listen Executive Presence: The Art of Commanding Respect Like a CEO Executive Presence: The Art of Commanding Respect Like a CEO The importance of skillful communication Leading across Cultures CPDwatch Leading across Cultures Leading across Cultures watch Leadership Insights on Setting and Managing Priorities Leadership Insights on Setting and Managing Priorities watch Expert Insights on Collaboration Expert Insights on Collaboration Becoming a Successful Collaborator CPDwatch Becoming a Successful Collaborator Becoming a Successful Collaborator Leading with Judgment and Decisiveness CPDwatch Leading with Judgment and Decisiveness Leading with Judgment and Decisiveness watch Managing Conflict across Cultures Managing Conflict across Cultures watch Managing Conflict in High Performance Teams Managing Conflict in High Performance Teams watch Leadership Insights on Conflict Management Leadership Insights on Conflict Management The Collaborative Leader CPDwatch The Collaborative Leader The Collaborative Leader watch Leadership Insights on Leading Across Cultures Leadership Insights on Leading Across Cultures Leading Diversity CPDwatch Leading Diversity Leading Diversity Encouraging Team Communication and Collaboration CPDwatch Encouraging Team Communication and Collaboration Encouraging Team Communication and Collaboration Navigating Challenging Situations with Diplomacy and Tact CPDwatch Navigating Challenging Situations with Diplomacy and Tact Navigating Challenging Situations with Diplomacy and Tact Facing Virtual Team Challenges CPDwatch Facing Virtual Team Challenges Facing Virtual Team Challenges watch Leadership Insights on Problem Solving & Decision Making Leadership Insights on Problem Solving & Decision Making watch Leadership Insights on Leading through Disruption Leadership Insights on Leading through Disruption watch Leadership Insights on Leading through Motivation Leadership Insights on Leading through Motivation Leading Others through Conflict CPDwatch Leading Others through Conflict Leading Others through Conflict Cultivating Cross-functional Team Collaboration CPDwatch Cultivating Cross-functional Team Collaboration Cultivating Cross-functional Team Collaboration watch Running a Team Debrief Running a Team Debrief watch Leaders Have to Be Human Leaders Have to Be Human watch Collaborating Beyond the Team Collaborating Beyond the Team watch How the Power of Listening Can Reveal Your Team's Motivating Tensions How the Power of Listening Can Reveal Your Team's Motivating Tensions read Successful Time Management: How to be Organized, Productive and Get Things Done Successful Time Management: How to be Organized, Productive and Get Things Done read Managing Conflict at Work: Understanding and Resolving Conflict for Productive Working Relationships Managing Conflict at Work: Understanding and Resolving Conflict for Productive Working Relationships read Conflict Management Conflict Management read Committed Teams: Three Steps to Inspiring Passion and Performance Committed Teams: Three Steps to Inspiring Passion and Performance read Building the Team Organisation: How to Open Minds, Resolve Conflict, and Ensure Cooperation Building the Team Organisation: How to Open Minds, Resolve Conflict, and Ensure Cooperation read MIT Sloan Management Review on Problem Solving and Decision Making MIT Sloan Management Review on Problem Solving and Decision Making read Communicate Like a Leader: Connecting Strategically to Coach, Inspire, and Get Things Done Communicate Like a Leader: Connecting Strategically to Coach, Inspire, and Get Things Done read MIT Sloan Management Review on Negotiation MIT Sloan Management Review on Negotiation read 5 Critical Conversations to Talent Development: Tips, Tools & Intelligence for Developing Talent 5 Critical Conversations to Talent Development: Tips, Tools & Intelligence for Developing Talent read MIT Sloan Management Review on Developing People MIT Sloan Management Review on Developing People read MIT Sloan Management Review on Cross-Functional Collaboration MIT Sloan Management Review on Cross-Functional Collaboration listen Opening Doors to Teamwork and Collaboration: 4 Keys That Change Everything Opening Doors to Teamwork and Collaboration: 4 Keys That Change Everything How to create and lead change Contributing as a Virtual Team Member CPDwatch Contributing as a Virtual Team Member Contributing as a Virtual Team Member Leading Innovation CPDwatch Leading Innovation Leading Innovation Leading with Strategic Thinking CPDwatch Leading with Strategic Thinking Leading with Strategic Thinking watch Leadership Insights on Strategic Thinking Leadership Insights on Strategic Thinking Building and Leading Successful Teams CPDwatch Building and Leading Successful Teams Building and Leading Successful Teams watch Leadership Insights on Building & Leading Teams Leadership Insights on Building & Leading Teams Creating a Successful Business Execution Culture CPDwatch Creating a Successful Business Execution Culture Creating a Successful Business Execution Culture watch How to Build Trust in a Team How to Build Trust in a Team watch Leadership Insights on Leading Innovation Leadership Insights on Leading Innovation watch Leadership Insights on Leading a Culture of Execution Leadership Insights on Leading a Culture of Execution watch Leadership Insights on Leading through Change Leadership Insights on Leading through Change Leading through the Challenge of Change CPDwatch Leading through the Challenge of Change Leading through the Challenge of Change watch Leadership Insights on Leading Collaboratively Leadership Insights on Leading Collaboratively Facilitating Sustainable Change CPDwatch Facilitating Sustainable Change Facilitating Sustainable Change watch Disruptive Leadership Disruptive Leadership read Learning to Think Strategically Learning to Think Strategically read Leading with Strategic Thinking: Four Ways Effective Leaders Gain Insight, Drive Change, and Get Results Leading with Strategic Thinking: Four Ways Effective Leaders Gain Insight, Drive Change, and Get Results read Demystifying Strategic Thinking: Lessons from Leading CEOs Demystifying Strategic Thinking: Lessons from Leading CEOs read MIT Sloan Management Review on Building and Leading Teams MIT Sloan Management Review on Building and Leading Teams read Virtual Leadership: Practical Strategies for Getting the Best Out of Virtual Work and Virtual Teams Virtual Leadership: Practical Strategies for Getting the Best Out of Virtual Work and Virtual Teams read Managing and Leading People through Organizational Change: The Theory and Practice of Sustaining Change through People Managing and Leading People through Organizational Change: The Theory and Practice of Sustaining Change through People read The Effective Change Manager's Handbook: Essential Guidance to the Change Management Body of Knowledge The Effective Change Manager's Handbook: Essential Guidance to the Change Management Body of Knowledge read Choosing to Change: An Alternative Understanding of Change Management Choosing to Change: An Alternative Understanding of Change Management Why leaders should possess emotional intelligence Leading by Developing People CPDwatch Leading by Developing People Leading by Developing People watch Leadership Insights on Critical Thinking Leadership Insights on Critical Thinking watch Knowing When to Think Critically Knowing When to Think Critically Developing Your Critical Thinking and Cognitive Flexibility CPDwatch Developing Your Critical Thinking and Cognitive Flexibility Developing Your Critical Thinking and Cognitive Flexibility Leading through Setting and Managing Priorities CPDwatch Leading through Setting and Managing Priorities Leading through Setting and Managing Priorities watch Managing Priorities Managing Priorities watch Leadership Insights on Leading with Values & Ethics Leadership Insights on Leading with Values & Ethics The Collaborative Leader CPDwatch The Collaborative Leader The Collaborative Leader The Agile Leader CPDwatch The Agile Leader The Agile Leader watch Disruptive Leadership Disruptive Leadership Make The Time You Need: Get Organised CPDwatch Make The Time You Need: Get Organised Make The Time You Need: Get Organised watch Leadership Insights on Emotional Intelligence Leadership Insights on Emotional Intelligence Becoming an Emotionally Intelligent Leader CPDwatch Becoming an Emotionally Intelligent Leader Becoming an Emotionally Intelligent Leader Managing in a Crisis CPDwatch Managing in a Crisis Managing in a Crisis watch Planning Crisis Communications Planning Crisis Communications watch Crisis Management for Leaders Crisis Management for Leaders watch Take a Deep Breath and Manage Your Stress Take a Deep Breath and Manage Your Stress watch Being a Mindful Leader Being a Mindful Leader watch Overcome Emotional Feelings Overcome Emotional Feelings Managing Pressure and Stress to Optimise Your Performance CPDwatch Managing Pressure and Stress to Optimise Your Performance Managing Pressure and Stress to Optimise Your Performance watch Expert Insights on Managing Stress Expert Insights on Managing Stress watch Emotional Intelligence and Effective Leadership Emotional Intelligence and Effective Leadership watch Helping Your Team Work Helping Your Team Work watch Fair and Just Decision Making Fair and Just Decision Making read MIT Sloan Management Review on Setting and Managing Priorities MIT Sloan Management Review on Setting and Managing Priorities read Advances in Authentic and Ethical Leadership Advances in Authentic and Ethical Leadership read Resilient Organisations: How to Survive, Thrive and Create Opportunities Through Crisis and Change Resilient Organisations: How to Survive, Thrive and Create Opportunities Through Crisis and Change read 50 Activities For Managing Stress 50 Activities For Managing Stress read Emotional Intelligence Pocketbook: Little Exercises for an Intuitive Life Emotional Intelligence Pocketbook: Little Exercises for an Intuitive Life read Mindful Leadership: The 9 Ways to Self-Awareness, Transforming Yourself, and Inspiring Others Mindful Leadership: The 9 Ways to Self-Awareness, Transforming Yourself, and Inspiring Others The significance of coaching in your career Developing Successful Coaching Relationships CPDwatch Developing Successful Coaching Relationships Developing Successful Coaching Relationships watch Working on Shared Goals through Teaming Working on Shared Goals through Teaming watch Initiating a Coaching Relationship Initiating a Coaching Relationship watch Coaches Build Self-Confidence Coaches Build Self-Confidence watch Be a Better Coach Be a Better Coach watch Coaching Team Members Coaching Team Members Leading by Developing People CPDwatch Leading by Developing People Leading by Developing People watch Delivering Results While Developing People Delivering Results While Developing People watch How to Increase Engagement How to Increase Engagement watch Leadership Insights on Coaching Leadership Insights on Coaching watch Leadership Insights on Developing Women Leaders Leadership Insights on Developing Women Leaders watch Leadership Insights on Leading Collaboratively Leadership Insights on Leading Collaboratively watch Creating a Vision Creating a Vision watch Becoming A More Effective Delegator Becoming A More Effective Delegator read MIT Sloan Management Review on Leader as Coach Special Collection MIT Sloan Management Review on Leader as Coach Special Collection read Anytime Coaching: Unleashing Employee Performance, Second Edition Anytime Coaching: Unleashing Employee Performance, Second Edition read Coaching and Mentoring: Practical Techniques for Developing Learning and Performance, Third Edition Coaching and Mentoring: Practical Techniques for Developing Learning and Performance, Third Edition read The Extraordinary Coach: How the Best Leaders Help Others Grow The Extraordinary Coach: How the Best Leaders Help Others Grow read Leading the Unleadable: How to Manage Mavericks, Cynics, Divas, and Other Difficult People Leading the Unleadable: How to Manage Mavericks, Cynics, Divas, and Other Difficult People read 100 Ways to Motivate Others: How Great Leaders Can Produce Insane Results without Driving People Crazy, Third Edition 100 Ways to Motivate Others: How Great Leaders Can Produce Insane Results without Driving People Crazy, Third Edition read Communicate Like a Leader: Connecting Strategically to Coach, Inspire, and Get Things Done Communicate Like a Leader: Connecting Strategically to Coach, Inspire, and Get Things Done listen 50 Top Tools for Coaching: A Complete Toolkit for Developing and Empowering People, Third Edition 50 Top Tools for Coaching: A Complete Toolkit for Developing and Empowering People, Third Edition

Learn the essence of Chinese cuisine with our Chinese Cooking Training course. From basics to classics, discover the history, techniques, and flavours of Chinese cooking. Perfect for chefs, foodies, and anyone passionate about Chinese culture.

Duration 3 Days 18 CPD hours This course is intended for The ideal audience for the RPA and UiPath Boot Camp is beginners in the field of RPA and individuals in roles such as developers, project managers, operation analysts, and tech enthusiasts looking to familiarize themselves with automation technologies. It's also perfectly suited for business professionals keen on understanding and implementing automated solutions within their organizations to optimize processes. Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Automation Learning expert instructor, students will explore: Gain a thorough understanding of Robotic Process Automation (RPA) and its applications using UiPath, setting a solid foundation for future learning and application. Learn to record and play in UiPath Studio, a key skill that enables automating complex tasks in a user-friendly environment. Master the art of designing and controlling workflows using Sequencing, Flowcharting, and Control Flow, helping to streamline and manage automation processes effectively. Acquire practical skills in data manipulation, from variable management to CSV/Excel and data table conversions, empowering you to handle data-rich tasks with confidence. Develop competence in managing controls and exploring various plugins and extensions, providing a broader toolkit for handling diverse automation projects. Get hands-on experience with exception handling, debugging, logging, code management, and bot deployment, fundamental skills that ensure your automated processes are reliable and efficient. How to deploy and control Bots with UiPath Orchestrator The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. What is Robotic Process Automation? Scope and techniques of automation Robotic process automation About UiPath The future of automation Record and Play UiPath stack Downloading and installing UiPath Studio Learning UiPath Studio Task recorder Step-by-step examples using the recorder Sequence, Flowchart, and Control Flow Sequencing the workflow Activities Control flow, various types of loops, and decision making Step-by-step example using Sequence and Flowchart Step-by-step example using Sequence and Control flow Data Manipulation Variables and scope Collections Arguments ? Purpose and use Data table usage with examples Clipboard management File operation with step-by-step example CSV/Excel to data table and vice versa (with a step-by-step example) Taking Control of the Controls Finding and attaching windows Finding the control Techniques for waiting for a control Act on controls ? mouse and keyboard activities Working with UiExplorer Handling events Revisit recorder Screen Scraping When to use OCR Types of OCR available How to use OCR Avoiding typical failure points Tame that Application with Plugins and Extensions Terminal plugin SAP automation Java plugin Citrix automation Mail plugin PDF plugin Web integration Excel and Word plugins Credential management Extensions ? Java, Chrome, Firefox, and Silverlight Handling User Events and Assistant Bots What are assistant bots? Monitoring system event triggers Monitoring image and element triggers Launching an assistant bot on a keyboard event Exception Handling, Debugging, and Logging Exception handling Common exceptions and ways to handle them Logging and taking screenshots Debugging techniques Collecting crash dumps Error reporting Managing and Maintaining the Code Project organization Nesting workflows Reusability of workflows Commenting techniques State Machine When to use Flowcharts, State Machines, or Sequences Using config files and examples of a config file Integrating a TFS server Deploying and Maintaining the Bot Publishing using publish utility Overview of Orchestration Server Using Orchestration Server to control bots Using Orchestration Server to deploy bots License management Publishing and managing updates

Embarking on the CompTIA Security+ course is akin to unlocking a treasure trove of cybersecurity knowledge. Imagine standing at the forefront of digital security, equipped with the latest tools and techniques to safeguard information systems. This course, meticulously designed with fourteen comprehensive sections, offers an immersive journey from the basics of risk management to the complexities of securing dedicated systems. The curriculum is tailored to blend theoretical knowledge with real-world applications, ensuring learners grasp the essence of cybersecurity in today's technology-driven world. Whether it's understanding the nuances of cryptography or mastering the art of incident response, CompTIA Security+ is your gateway to becoming a cybersecurity connoisseur. Delving into this course, you'll navigate through a landscape where every section is a stepping stone to mastering security competencies.  The course begins with an introduction to the fundamental principles of cybersecurity, setting the stage for more advanced topics like identity and account management, and securing wireless LANs. Each section is a meticulously crafted module, aimed at building a robust understanding of both the threats and the defenses in the cyber world. By the time you reach the final sections on secure protocols, applications, and testing infrastructure, you will have developed a holistic view of network security, ready to apply your knowledge in a variety of real-world scenarios. CompTIA Security+ is not just a course; it's a journey through the dynamic landscape of network security. As you progress from one section to another, you'll not only learn about securing individual systems and public servers but also about the importance of physical security in protecting digital assets. This course is a blend of theory and practicality, providing an in-depth understanding of the latest security tools and techniques. It's an opportunity to transform yourself into a sought-after professional in the cybersecurity domain, equipped with the knowledge to protect and defend against the ever-evolving cyber threats. Learning Outcomes Develop a comprehensive understanding of risk management strategies and their application in cybersecurity. Acquire proficiency in various cryptographic methods and their importance in securing data. Gain insights into effective identity and account management to enhance system security. Learn to utilize essential security tools for safeguarding individual and network systems. Master the skills to implement and manage security measures for both wired and wireless networks. Why buy this CompTIA Security+? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the CompTIA Security+ there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? Individuals aiming to start a career in cybersecurity. IT professionals seeking to deepen their knowledge in network security. System administrators wanting to enhance their security skills. Students interested in acquiring a foundational understanding of cybersecurity principles. Professionals aiming to achieve the CompTIA Security+ certification for career advancement. Prerequisites This CompTIA Security+ does not require you to have any prior qualifications or experience. You can just enrol and start learning.This CompTIA Security+ was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Cybersecurity Analyst: £30,000 - £60,000 annually Information Security Manager: £40,000 - £75,000 annually Network Security Engineer: £35,000 - £65,000 annually Security Consultant: £35,000 - £70,000 annually Systems Administrator (with security specialization): £25,000 - £50,000 annually IT Security Coordinator: £28,000 - £55,000 annually Course Curriculum Section 01: Introduction Introduction to CompTIA Security+ SY0-601 00:03:00 About the CompTIA Security+ SY0-601 Exam 00:03:00 Section 02: Risk Management Defining Risk 00:08:00 Threats and Vulnerabilities 00:07:00 Threat Intelligence 00:11:00 Risk Management Concepts 00:07:00 Security Controls 00:09:00 Risk Assessments and Treatments 00:06:00 Quantitative Risk Assessments 00:07:00 Qualitative Risk Assessments 00:04:00 Business Impact Analysis 00:05:00 Data Types and Roles 00:11:00 Security and the Information Life Cycle 00:09:00 Data Destruction 00:06:00 Personnel Risk and Policies 00:10:00 Third-Party Risk Management 00:09:00 Agreement Types 00:07:00 Exam Question Review 00:02:00 Wiping Disks with the dd Command Lab 00:06:00 Ask Me Anything (AMA) 00:02:00 Section 03: Cryptography Cryptography Basics 00:16:00 Data Protection 00:09:00 Cryptographic Methods 00:07:00 Symmetric Cryptosystems 00:13:00 Symmetric Block Modes 00:08:00 Asymmetric Cryptosystems 00:13:00 Diffie-Hellman 00:07:00 Hashing 00:09:00 Understanding Digital Certificates 00:08:00 Trust Models 00:05:00 Public Key Infrastructure 00:04:00 Certificate Types 00:14:00 Touring Certificates 00:09:00 Cryptographic Attacks 00:05:00 Password Cracking 00:10:00 Password Cracking Demo 00:06:00 Exam Question Review 00:02:00 SSH Public Key Authentication Lab 00:09:00 Ask Me Anything (AMA) 00:02:00 Section 04: Identity and Account Management Identification, Authentication, and Authorization 00:08:00 Enabling Multifactor Authentication 00:05:00 Authorization 00:05:00 Accounting 00:05:00 Authentication Methods 00:14:00 Access Control Schemes 00:07:00 Account Management 00:13:00 Network Authentication 00:09:00 Identity Management Systems 00:06:00 Exam Question Review 00:02:00 Creating LInux Users and Groups Lab 00:06:00 Ask Me Anything (AMA) 00:01:00 Section 05: Tools of the Trade Touring the CLI 00:16:00 Shells 00:06:00 The Windows Command Line 00:05:00 Microsoft PowerShell 00:13:00 Linux Shells 00:12:00 Python Scripts 00:06:00 Windows Command-Line Tools 00:16:00 Linux Command-Line Tools 00:10:00 Network Scanners 00:05:00 Network Scanning with Nmap 00:09:00 Network Protocol Analyzers 00:08:00 Using Wireshark to Analyze Network Traffic 00:09:00 Using tcpdump to Analyze Network Traffic 00:08:00 Log Files 00:09:00 Centralized Logging 00:09:00 Configuring Linux Log Forwarding 00:08:00 Exam Question Review 00:03:00 Lunux Shell Script Lab 00:07:00 Nmap Lab 00:05:00 Ask Me Anything (AMA) 00:02:00 Section 06: Securing Individual Systems Malware 00:14:00 Weak Configurations 00:12:00 Common Attacks 00:09:00 Driver and Overflow Attacks 00:08:00 Password Attacks 00:08:00 Bots and Botnets 00:06:00 Disk RAID Levels 00:10:00 Securing Hardware 00:11:00 Securing Endpoints 00:09:00 Exam Question Review 00:02:00 Linux Software RAID Lab 00:08:00 Ask Me Anything (AMA) 00:02:00 Section 07: The Basic LAN The OSI Model 00:13:00 ARP Cache Poisoning 00:09:00 Other Layer 2 Attacks 00:05:00 Network Planning 00:07:00 Load Balancing 00:06:00 Securing Network Access 00:06:00 Honeypots 00:06:00 Firewalls 00:08:00 Proxy Servers 00:06:00 Network and Port Address Translation 00:07:00 IP Security (IPsec) 00:09:00 Virtual Private Networks (VPNs) 00:10:00 Intrusion Detection and Prevention Systems (IDS/IPS) 00:13:00 Exam Question Review 00:03:00 Linux Snort IDS Lab 00:07:00 Ask Me Anything (AMA) 00:01:00 Section 08: Securing Wireless LANs Wi-Fi Encryption Standards 00:10:00 RFID, NFC, and Bluetooth 00:07:00 Wi-Fi Coverage and Performance 00:08:00 Wi-Fi Discovery and Attacks 00:12:00 Cracking WPA2 00:10:00 Wi-Fi Hardening 00:11:00 Exam Question Review 00:02:00 WPA2 Cracking Lab 00:06:00 Ask Me Anything (AMA) 00:01:00 Section 09: Securing Public Servers Defining a Public Server 00:01:00 Common Attacks and Mitigations 00:10:00 Containers and Software-Defined Networking 00:11:00 Hypervisors and Virtual Machines 00:08:00 Cloud Deployment Models 00:09:00 Cloud Service Models 00:08:00 Securing the Cloud 00:10:00 Exam Question Review 00:02:00 Docker Container Lab 00:04:00 Ask Me Anything (AMA) 00:02:00 Section 10: Securing Dedicated Systems Embedded Systems 00:13:00 Industrial Control System (ICS) 00:07:00 Internet of Things (IoT) Devices 00:10:00 Connecting to Dedicated and Mobile Systems 00:11:00 Security Constraints for Dedicated Systems 00:05:00 Mobile Device Deployment and Hardening 00:11:00 Exam Question Review 00:03:00 Smartphone Hardening Lab 00:03:00 Ask Me Anything (AMA) 00:02:00 Section 11: Physical Security Physical Security Overview 00:01:00 Physical Security 00:10:00 Keylogger Demo 00:05:00 Environmental Controls 00:05:00 Exam Question Review 00:02:00 Physical Security Lab 00:03:00 Ask Me Anything (AMA) 00:03:00 Section 12: Secure Protocols and Applications DNS Security 00:05:00 FTP Packet Capture 00:03:00 Secure Web and E-mail 00:12:00 Request Forgery Attacks 00:05:00 Cross-Site Scripting Attacks 00:07:00 Web Application Security 00:08:00 Web App Vulnerability Scanning 00:06:00 Exam Question Review 00:03:00 OWASP ZAP Web App Scan Lab 00:04:00 Ask Me Anything (AMA) 00:02:00 Section 13: Testing Infrastructure Testing Infrastructure Overview 00:05:00 Social Engineering 00:06:00 Social Engineering Attacks 00:11:00 Vulnerability Assessments 00:09:00 Penetration Testing 00:10:00 Security Assessment Tools 00:12:00 The Metasploit Framework 00:08:00 Exam Question Review 00:02:00 Hping3 Forged Packet Lab 00:06:00 Ask Me Anything (AMA) 00:02:00 Section 14: Dealing with Incidents Incident Response Overview 00:03:00 Incident Response Plans (IRPs) 00:06:00 Threat Analysis and Mitigating Actions 00:08:00 Digital Forensics 00:10:00 Gathering Digital Evidence 00:10:00 Business Continuity and Alternate Sites 00:06:00 Data Backup 00:10:00 Exam Question Review 00:01:00 Autopsy Forensic Browser Lab 00:05:00 Ask Me Anything (AMA) 00:02:00 Assignment Assignment - CompTIA Security+ 00:00:00

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Duration 2 Days 12 CPD hours This course is intended for Executives, Project Managers, Business Analysts, Business and IT stakeholders working with analysts, Quality and process engineers, technicians, managers; supervisors, team leaders, and process operators; anyone who wants to improve their Business Analysis skills. Overview After completing this course, students will know how to: Plan, manage and close requirements for software development project in reduced time using Agile Scrum practices Minimize project uncertainty and risk by applying Agile principles through the Scrum method Ensure your project delivers required functionality and adds value to the business Create an environment of self-management for your software development team that will be able to continuously align the delivered software with desired business needs, easily adapting to changing requirements throughout the process. Learn how to apply Agile Scrum by measuring and evaluating status based on the undeniable truth of working, testing software, creating a more accurate visibility into the actual progress of projects. Many of today?s Project Management and Business Analyst Professionals are finding themselves leading, managing and analyzing on Agile development teams - only to find that many of the tools and techniques applied when using a traditional project management approach no longer work as effectively or at all. In order to do more than survive in this iterative development environment, today?s Project Manager and Business Analyst must employ additional project management and business analysis tools and techniques to effectively lead their teams and deliver their projects. Introduction - Fundamentals of Agile Why Agile? Exercise 1a: Waterfall-Lean-Agile Simulation History & Mindset: Understand how the agile approach arose. The Agile Lifecycle Introducing Agile to the organization Roles and Responsibilities on an Agile project team. Understand the purpose, the concepts, the theory, and some applications around the importance of people as individuals providing value through working in teams. Establishing core hours - How will the team work during a day? How to build end-to-end systems in early iterations Exercise 1b: How to build end-to-end systems in early iterations Planning and Managing Business Analysis Communication and Performance Agile and CMMI Exercise 1c: Case Study Project Assembling the team ? Scrum Roles Value-Driven Development: Understand why agile development focuses so heavily on working products, its more general casting as 'value-driven' development, with incremental, iterative and risk-driven approaches. Themes, theory and applications. Exercise 2a: Identify the ?Product Owner? Identify Project Success Criteria Exercise 2b: Review the Scrum Cheat Sheet Establish your Agile team using RACI Exercise 2c: Build the Scrum Team Define the Product and Project Vision Envision the Product and Project outcomes Exercise 3a: Review Agile Checklist Project Chartering (Project Planning) Assemble the Agile project team ? what are their responsibilities? Compile the Product Backlog (Coarse-Grain Requirements) Discuss how to Plan Sprints and Releases Exercise 3b: Product Vision ? Goals and Strategies Establish the Project ?time-box? Exercise 3c: Create a Release Plan Embrace the High-Level (Coarse-Grain) Plan Managing different types of Personas on an Agile Project Identifying and managing ?Information Radiators? Planning in Agile Projects ? Common practices that work Determine how the team will tracking and monitoring activities Exercise 3c: Establish the Project Time-box Tools and Techniques ? Building the Scrum Task board Communications Exercise 4a: Discussion ? Tools and Techniques for Scrum Planning, Monitoring and Adapting Scrum Task Board Exercise 4c: Create a Scrum Task board ? Identify work streams Agile Estimating Agile Analysis and Design Burndown Chart Team Velocity Soft Skills Negotiation Estimating ad Prioritizing Effort Planning Releases. Understand the value, the concepts, the theory and some applications for learning and adapting at all levels and on all topics (the product, the process, the team, and the organization). Exercise 5a: Brainstorm Business Functionality Establishing decision and acceptance criteria for user stories Planning Poker Exercise 5b: Estimate Effort (Coarse-Grain) Prioritize themes and releases Prioritize user stories Exercise 5c: Confirm the Estimated Effort (Fine Grain) Estimating team velocity Preparing for change ? Is the organization ready? Exercise 5d: Hold a daily Scrum and update the Scrum Task Board Exercise 5e: Conduct a Scrum or Scrums Plan the Iteration (Sprint) Sprint Zero activities Elements of a successful Sprint Planning meeting Create a Sprint Backlog How to create a task board Exercise 6a: Using the case study ? Review Iteration Planning Checklist Create a Sprint plan ? Establishing Sprint success metrics Exercise 6b: Discussion Sprint ?Zero? Activities Define the vision and Iteration Requirements Estimating the level of effort (LOE) with the team Creating user Stories for the Product Backlog -Guidelines to consider The art of slicing user stories Exercise 6c: Review the Sprint Plan Managing the Solution Scope and Requirements using 2-4 week Sprints Exercise 6d: Adapting a change-driven Project plan that works Adapting a change-driven (Agile) Project plan that works ? what are the key differences from traditional (waterfall) project plans? Finalize the Iteration Plan and how the team will operate Running the Sprint - from Planning to Review and Retrospective Managing your Scrums and setting expectations with your team Exercise 7a: Using the case study ? Review the Review Planning checklist Using Burndown charts to track progress Exercise 7b: Using the case study ? Review the Review Retrospective checklist Manage changes during the Sprint ? What questions to ask Prepare for the Sprint Review Exercise 7c: Review of roles - Quiz Obtain Customer Acceptance of the Product Increment Hold a Sprint Retrospective - What is working and what needs to be improved upon during the Sprints Update the product backlog - Rework the High-Level (Coarse-Grain) Plan Plan and Execute the next Sprint Create an environment for continuous improvement ? Product, Process and People Additional Information Useful books and links on Agile

Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.

Generating new leads and new business can be both time-consuming and frustrating. It's not easy - it takes skill, careful preparation and the creation of effective models and methods, even perhaps using formal approaches and scripts. Once generated, a new lead or enquiry must also be carefully managed to maximise the potential revenue it can generate. But it's crucial to get it right. If your company can afford not to worry about getting new business - congratulations! If your company is completely confident that it is performing at peak potential in generating new leads - again, congratulations! But if your company is working in the real world, couldn't your team do with some help, to become even just that little bit more effective, to make the process just that little less painful? This highly practical, intensive workshop gives sales teams the proven strategies and tactics they need to build a sustainable new business pipeline. This course will help participants: Develop a clear and consistent process for new business development and lead-generation Master the secret of effective new business development and lead-generation - 'only sell the appointment or next stage of the sales process, not your product or service' Set and achieve the right level of new business development and lead-generation activity to achieve your personal and organisational sales goals Apply the key principles of effective prospecting and pipeline management using a proven toolkit and approach Overcome the most common 'put-offs' when conducting telephone or face-to-face business-development and lead-generation activities Develop an engaging telephone voice and manner - and a 'networking personality' Qualify potential opportunities with more accuracy on a consistent basis Prioritise opportunities and manage their time when sourcing new business Discover online sources of leads, contacts and referrals Overcome psychological blocks to cold or warm calling - theirs and the client's Identify potential prospects - and decision-makers and influencers within target prospects - with greater accuracy Make outbound sales or appointment calls with improved confidence, control and results Improve the conversion of calls to appointments by using more effective questions and sales messages Get past gatekeepers and assistants more effectively Make the most of your CRM software and systems 1 Online marketing - what works! Workshop overview and learning objectives Choosing your social media channels LinkedIn for sales and marketing Designing and implementing an effective new business email campaign online Creating a lead-generation strategy online - with case studies Avoiding common mistakes in social media marketing Case study: 'Best practice in social media sales and marketing' Using blogs and video-based marketing (eg, YouTube) New trends and how to keep your finger on the 'social media' pulse Twenty essential websites and online marketing tools 2 Making appointments by telephone Planning the call, telephone techniques, integrating with email and online marketing Developing a clear and consistent process to appointment-making Setting and achieving the right level of telephone activity to achieve your appointment goals Applying the key principles of effective prospecting and pipeline management generation, using a proven toolkit and approach Overcoming the most common 'put-offs' to seeing or engaging with you Overcoming psychological blocks to cold or warm calling - yours and the client's Identifying potential prospects - and decision-makers and influencers within target prospects - with greater accuracy Making outbound sales or appointment calls with improved confidence, control and results Improving conversion of calls to appointments by using more effective questions and sales messages The five keys to developing an engaging telephone voice and approaching manner 3 Power networking Strategies for networking and B2B referral-based marketing The importance, and different types, of networking How to work a room - preparation and strategy Communication dynamics in networking - the power of the listening networker Assumptions when networking Business networking etiquette Making connections, asking for cards, contact details and referrals, gaining follow-up commitments Building relationships - follow-up and follow-through 4 Developing new leads Strategies for first-time sales calls Gaining rapport and opening first-time and new business sales calls effectively Advanced consultative selling - questioning techniques to quickly and efficiently uncover opportunities, need areas and preferences Presenting your solution to a new or first-time customer - creating an enthusiastic and compelling personalised and persuasive summary of your proposal Value message - differentiate your solutions clearly and accurately, with tailored value statements Presenting the right initial USPs, features and benefits and making them relevant and real to the customer Smart ways to position price, emphasise value and be a strong player without being the cheapest or leading on price Learn and use advanced techniques to determine customer needs, value and decision-making criteria in depth on a first-time call 5 Organised persistence - CRM and prospect-tracking Organised persistence - sales tracking, following up on 'sleeping' customers, gaining referrals, time and territory management Maintaining a good database for maximising new business ROI Developing a contact strategy with different types and levels of contact Analysing your contact base using state-of-the-art software and tools Making the most of your CRM systems and solutions Understanding that your attitude makes a difference when sourcing new business Setting SMART objectives for new business development and lead-generation Practical exercise - setting personal development and business goals Time management tips to improve daily productivity New business pipeline management strategies for peak sales performance 6 Workshop summary and close Practical exercise - developing your new business action plan Review and feedback