Understand what Emotional Intelligence is and how it impacts you and others around you. Course overview Duration: 1 day (6.5 hours) Emotional intelligence (EI) is increasingly being regarded as a major key to personal success. IQ measures our ability to problem solve and is pretty difficult if not impossible to change. Our emotional intelligence is our ability to problem solve about emotions and like any other skill can be developed and honed. Some of the most successful people in life today are those who are regarded as having a high level of emotional intelligence whatever their level of IQ. Being able to manage themselves and others successfully is often a crucial factor in their success. With a growing emphasis on ‘soft skills’, leaders and managers need to be able to sensitively handle other people, both within and outside the organisation. Emotions are important in work life. They drive motivation and commitment; they are an inherent part of what we do whatever our job role. Effective individuals are proficient at recognising, using, understanding, and managing emotions in themselves and others. This one day course will help participants improve their understanding and skill in these areas. Objectives By the end of the course you will be able to: Identify the aspects of your role where emotions are important Recognise the four key elements of Emotional Intelligence Use a range of skills to build and maintain key relationships Develop an emotionally intelligent ‘culture’ in your part of the organisation Create a personal action plan to continue to enhance and monitor your Emotional Intelligence Content Emotional Intelligence (EI) What is Emotional Intelligence? Where does it sit in the “whole person model” IQ, Personality Traits, Skills and Knowledge and EI Dispelling the myths and legends about EI The RUUM Model of EI Recognising emotions in self and others Using emotions Understanding emotions Managing emotions Developing Skills in each of the 4 areas of EI Short and long-term strategies to develop EI Developing compensating strategies where needed Practical application of EI Leveraging EI strengths Practice using RUUM Model Case studies and scenarios Video analysis Examples in the public eye we can all relate to Incorporating EI into your day to day role Practical steps Peer coaching Action planning Optional Follow-up After completing this course, you have an opportunity to complete a psychometric to understand more about emotional motional drivers and derailers. If you would like to do this, you will be invited to complete a psychometric questionnaire called Lumina Emotion.It can be done online and takes between 30-60 minutes. The results are compiled into a report which one of our trained and accredited coaches will go through with the participant individually to work up an action plan to leverage their EI strengths and develop strength where needed.This can be very powerful in building EI into your people and your organisation.
Our self-leadership and executive development programme can be fully ITA SDS funded supporting leaders and business owners and creating a growth plan. SDS INDIVIDUAL TRAINING ACCOUNTS (ITA) Rely On Our Team for Your Executive Development The Power Within Training offers unrivalled executive development training for go-getters and self-starters throughout England and Scotland. Did you know that approximately 55% of people making their living in sales don’t have the right skills to be successful? Good sales skills are some of the rarest and most sought-after skills in the workforce. Whether you’re running a business, looking to progress further in your career or want to sharpen your skills before returning to work, our self-leadership training will help you develop the skills you need to succeed. After completing our executive development training, you’ll have a sales mindset and the skills to secure your ideal role, perform better, and utilise high-payoff action-planning techniques. Don’t hesitate to contact us to learn more information. OUR TRAINING SOLUTIONS What is Self-Leadership Executive Training? Self-Leadership Development Our self-leadership development course was designed to give you total control of your career, business, and professional life. Most professionals will spend more than 80% of their time at work or in business. We’ve structured our executive training to help those looking to enhance their career prospects or business success by taking advantage of our unique Motivational Intelligence seven steps to success framework. The seven-step success system will take you through a journey of self-discovery, self-awareness, and self-development, which enables you to understand the barriers and self-limiting obstacles that have been holding you back. The Power Within’s self-leadership training will guide you through overcoming these barriers and eliminating them from your life. If you are looking to stand out from the crowd and build a career or business you can be proud of, then this live classroom-based programme is definitely for you. Benefits of Self-Leadership Development The self-leadership training has been designed from the ground up to inspire, guide, and develop you into not only achieving your goals but being able to measure success in your career, help you find your dream job, and help make an immediate impact in everything you do. Completing our executive leadership development course will allow you to utilise emotional intelligence to get the best of your team while focusing on clear values and principles that increase your overall success and profitability. Working on your self-leadership skills will grant you greater insight into the factors hindering or impacting your success while giving you the tools to make decisions and get into action. Here are some additional benefits of our self-leadership training: Build Awareness – When you’re a leader, you must inspire and motivate people to achieve and go after the bigger picture for your organisation. You’ll need an effective and flexible leadership style to ensure your team succeeds. We’ll help you discover your leadership style and how you can use it effectively to the advantage of your business. Increase Team Engagement, Motivation, and Accountability – How can you expect your team to behave if you’re no longer motivated to succeed? The Power Within will give you the tools to keep striving toward success while ensuring your business is focused and motivated. Cultivating a High-Performance Culture – The right high-performance culture installs peak performance into every team member. Through our executive development, you’ll be able to help each reach their targets while they look for ways to improve constantly. Develop Strategic Skills – We’ll help you develop leadership skills and self-improvement goals, allowing you to introduce changes to your business based on your guiding visions while encouraging others to share the same vision. If you are looking to stand out from the crowd and build a career or business you can be proud of, then this live classroom-based programme is definitely for you. What Are the Key Skills Learned from Executive Development Training One of the first sets of vital skills for self-leadership you’ll learn is the ability to stop, step back, and reflect on the things that trigger us to react. When we react, we’re being controlled by the trigger. Another skill we’ll help instill is to consider intention. Intention is important to us, such as our values and what we’re trying to achieve. When you become intentional, you start to live a life of choice. Self-leadership and executive development are a journey. The more self-leadership we attain, the more successful we’ll become. The more successful we become, the more self-leadership we need. Here are some additional critical skills you’ll learn from our self-leadership training: Self-Awareness – It’s vital to hone your ability to see yourself as clearly as you are. This skill takes dedication, introspection, and mindfulness. Also, a dose of self-awareness helps with self-control, self-confidence, and feelings of validation. Overall, you should be open to critique and accountability. Goal Setting – A good self-leader must be proactive in not only identifying their goals but how to reach those goals in a manageable manner. Our executive development training will teach you how to break down a larger goal into more attainable steps to avoid burnout while helping you celebrate smaller milestones. Self-Motivation – A classic way to handle self-motivation is to divide long-term goals into smaller, more attainable ones. This optimization means recognising what about the goal that appeals to you, then forming a strategy that aligns with your strengths and values toward that goal. Constructive Thought Patterns – Through our leadership skills and self-improvement course, you’ll be able to review your performance and assess your intentions and effectiveness while providing an opportunity to ensure your strategies are geared towards success. This is done by focusing on improving strengths and the mental imagery of yourself that recognizes your capacity to grow, develop, and change. Self-leadership training teaches you to see yourself as having the ability to create, improvise, innovate, and adapt. OUR LIVE WORKSHOPS ARE BACK What’s Covered in Our Executive Development? Self-Leadership "It's a mindset thing" When you undergo our self-leadership training, you’ll experience several modules designed to allow your conscious and subconscious belief systems to work together for a predetermined goal or set of outcomes. Self-leadership is one skill that will significantly impact your career, team, and even your life’s happiness. Our executive leadership development course promotes bold and powerful decisions to get you back into the driver’s seat of your life and make the best of each day by setting goals, shifting your mindset, and finding your purpose. During each module, we’ll work with you and help you design and deliver your team leadership programmes catered to your team and your business dynamic. Our goal is to allow you to evolve into a bigger and better leader. Here are some of the modules in our self-leadership training: Unleash Your True Potential Create Your Personalised 7-Step Success Framework Peak Performance and Self-Mastery Growth Mindset and Mindset Performance The Power of Feedback Taking Back Control of Your Personal & Professional Journey Goal Setting & Defining If you are looking to stand out from the crowd and build a career or business you can be proud of, then this live classroom-based programme is definitely for you. Discover Who’s Leading Our Self-Leadership Training James Fleming, the co-creator of The Power Within, will lead your self-leadership training. James founded The Power Within with his wife, Enas Fleming. They wanted to inspire people around the world to think better, be better and achieve more. James believes that everyone can be whatever they set their minds to. Founding The Power Within allowed James to turn that deep knowledge into a business that helps others think bigger, better, and achieve more daily. He strives to give leaders the tools and knowledge to achieve their full potential while increasing their self-confidence and self-belief through Motivational Intelligence Revolution. James wants to support today’s businesses to become tomorrow’s leaders. Course Overview Our self-leadership development course is a quick-paced training that is between eight and twelve hours in length. After you attend the face-to-face workshops, you’ll be given access to our online self-leadership training portal. This allows you to continue your journey of self-development by ensuring you’ll always have a system and process to fall back on when you need it. One of the best parts of our executive development course is that you receive this information fully funded. Even if you aren’t eligible for funding, you can still invest in this course and begin a new chapter of professional development for yourself. Elevate yourself if any of our eligibility requirements apply and you early less than 22,000 a year.
Dive into the world of organic chemistry with the Complete Organic Chemistry Demystified course. This course will provide you with an overall idea of organic chemistry. Within no time, you will be able to build a solid foundation in this area. Through this Complete Organic Chemistry Demystified course, you will learn how to draw organic molecules. The informative modules will educate you on acid-base reactions. You will develop an in-depth understanding of geometry, nomenclature, conformations and more. In addition, you will receive detailed lessons on substitute reactions and elimination reactions. This course will also educate you on synthetic techniques. This Complete Organic Chemistry Demystified course is the perfect place to explore different aspects of organic chemistry. If you aspire to pursue a career in the relevant fields, this course is the ideal training ground for you. Enrol now! Learning Objectives Get introduced to the basic steps of drawing organic molecules Enrich your knowledge of acid-base relations Learn the principles of geometry and nomenclature Develop a clear understanding of conformations Deepen your understanding of substitute reactions and elimination reactionsGain in-depth knowledge of synthetic techniques Who is this Course for? This Complete Organic Chemistry Demystified course is ideal for aspiring professionals or those who wish to gain the relevant skills and knowledge to fast track their careers. It is for those who have little or no knowledge of the principles of organic chemistry or those who are new to the field and want to test their skills and knowledge. There are no entry requirements for this course; however, an eye for detail and a creative mind is essential. Entry Requirement This course is available to all learners of all academic backgrounds. A good understanding of the English language, numeracy, and ICT are required to attend this course. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path Upon successfully completing the Complete Organic Chemistry Demystified course, learners can progress to a more advanced program from our course list. Career opportunities in this field include freelancing or working in-house, within a range of professional settings, with the opportunity to earn a high salary. Related professions in this industry include: Chemistry teacher Food scientist Forensic analyst Environmental scientist Materials scientist Analytical chemist Pharmacologist Course Curriculum Module 01: About the Course Introduction 00:02:00 Module 02: Drawing Organic Molecules How to read bond-line drawings 00:18:00 How to draw bond-line drawings 00:18:00 Identifying formal charges 00:22:00 Finding lone pairs that are not drawn 00:23:00 Module 03: Resonance What is resonance? 00:05:00 Drawing resonance structures (part 1) 00:40:00 Formal charges in resonance structures 00:19:00 Drawing resonance structures (part 2) 00:25:00 Recognizing patterns 00:30:00 The relative importance of resonance structures 00:19:00 Module 04: Acid-Base Reactions Introduction to acid - base 00:03:00 Charged atoms 00:08:00 Resonance 00:11:00 Induction 00:09:00 Orbitals 00:03:00 Charged atoms - Resonance - Induction - Orbitals 00:07:00 Showing an acid-base mechanism 00:14:00 Acid-Base equilibrium position 00:06:00 Module 05: Geometry Orbitals 00:15:00 Goemetry of orbitals 00:15:00 Impact of resonance on geometry 00:01:00 Module 06: Nomenclature Introduction to nomenclature 00:03:00 Functional group 00:07:00 Unsaturation 00:04:00 Parent 00:09:00 Substituents 00:10:00 'cis' - 'trans' stereoisomerism 00:04:00 'E' - 'Z' stereoisomerism 00:04:00 Localizing substituents in parent chain 00:12:00 From structure to name 00:20:00 Module 07: Conformations Introduction to conformations 00:02:00 Newman projection 00:10:00 Relative stability of Newman projections 00:08:00 Drawing chair conformations 00:02:00 Drawing substituents in chair conformations 00:11:00 Ring flipping 00:10:00 Comparing stability of chair conformations 00:10:00 Module 08: Configurations Introduction to configurations 00:01:00 Locating stereocenters 00:04:00 Determining the configuration of a stereocenter 00:18:00 Nomenclature 00:12:00 Enantiomers 00:08:00 Diastereomers 00:05:00 Meso compounds 00:04:00 Fischer projections 00:11:00 Module 09: Mechanisms Introduction to mechanisms 00:02:00 Nucleophiles and electrophiles 00:09:00 Arrows used for mechanisms 00:14:00 Carbocation 00:15:00 Module 10: Substitution Reactions SN1 SN2 mechanisms 00:10:00 Factor #1: the electrophile 00:06:00 Factor #2: the nucleophile 00:04:00 Factor #3: the leaving group 00:05:00 Factor #4: the solvent 00:05:00 Combining all 4 factors 00:09:00 Module 11: Elimination Reactions Introduction to elimination reactions 00:02:00 E1 mechanism 00:08:00 E2 mechanism 00:20:00 Module 12: Substitution vs Elimination Introduction to substitution vs elimination 00:03:00 Determining the function of the reagent 00:04:00 Identifying the mechanism(s) 00:11:00 Predicting regiochemical and stereochemical outcomes 00:16:00 Module 13: Addition Reactions Introduction to addition reactions 00:01:00 Regiochemistry 00:05:00 Stereochemistry 00:18:00 Hydrogenation: adding H-H 00:07:00 Hydrohalogenation: adding hydrogen halide, H-X 00:09:00 Hydrobromination : adding H-Br 00:09:00 Hydration: adding H-OH 00:12:00 Adding Br and Br 00:05:00 Halohydrin formation: adding Br and OH 00:08:00 'Anti' dihydroxylation: adding OH and OH 00:07:00 'syn' dihydroxylation : adding OH and OH 00:04:00 Ozonolysis 00:03:00 Reactions summary 00:01:00 Module 14: Synthesis Techniques One-step synthesis 00:03:00 Combining reactions: changing the position of a leaving group 00:03:00 Combining reactions: changing the position of a double bond 00:02:00 Combining reactions: introducing functionality 00:03:00 Module 15: Wrapping Up and Bonus Thank you for enrolling and announcing part 2 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
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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
Our Team Building Programmes are 'simply excellent' (quote from Unilever). They always deliver much greater energy' motivation and efficiently accelerates to a galvanised, integrated team for their Manager/Team Leader. They're great fun and very commercially orientated - the best of both key elements to a successful and long-lasting high performance team. A successful company is always made up of successful teams. Teams that can work autonomously with a clearly defined set of goals, roles, vision, responsibility and culture will always reach for and achieve far greater success than a team that works just as a group of individuals. Our team building solutions are individually built and geared towards teams at any level within an organisation, providing an independent and objective perspective to promote a common purpose such as the creation of a 'high performance team'. Out With The Old Traditionally, team building events have been restricted to certain levels of management where they head off site for a bit of archery, quad biking and paintballing or something along those lines. Then over some coffee and cocktails, business plans and more efficient ways to work are casually discussed. Whilst being out having fun instead of being at work may improve an individual person's mood, the effect will only be short-term, and will not go far in creating permanent and cohesive teams who are able to overcome challenges together and drive the business forward when back in the workplace. In With The New Today's business thinking is more strategic and certainly has to look for returns on the investment. That is why Dickson Training Ltd's team building programmes are bespoke and built to your requirements through research, understanding your business and, most importantly, what results and achievements you are looking to get out of the programme. Once "what success looks like" has been established, we create tasks and activities that will test your leadership, problem solving, communication and team work skills. When the tasks have been completed, the learning - both practical and theory - is debriefed to the group as well as how it will translate back in your business. Not only are our events great fun, but they provide participants with learning points they can act upon to improve or enhance the working practices/environment. Team Building That Gets Results We have a highly innovative team who design team builds to suit all budgets and time or space restrictions. Large or small, we will develop the perfect event to meet your commercial objectives, keeping in line with your values and company culture. More recently we have combined team galvanising events with ways to engage the participants with and support their local communities. This solution has proved extremely popular with our clients and we are continuing to develop more and more programmes doing exactly this. " Phil did everything in a very professional and focused manner, without losing sight of the overall aims or having 'fun'. When I moved to Airbus UK and subsequently European Aeronautic Defense and Space Company (EADS), I had no hesitation in recommending Phil and the team to deliver the required training and team events. Without doubt Phil and his team are excellent providers of training, to suit even bespoke requirements, and I would not hesitate in recommending the team to any business in the future. " Glenn Brown, Systems & Expertise Manager, Airbus Personnel Service Augmented Skills – an Essay by Phil Dickson All of you, who are reading this, and all the people you meet and work with will have – ‘Augmented Skills’. So – if you are an IT Engineer or a Pharmacist; perhaps you are, or know, a Departmental Leader and you work with a Logistics Project Manager; these roles will demand core skills, whether they be technical know-how or qualifications in the discipline. But to be that bit better; more reliable; more effective & productive and therefore more valuable and, frankly, marketable – capitalizing on ‘Augment Skills’ comes into play. The I T Engineer who was a Chess Champion at Uni, which would indicate that they possess some key ‘Augmented skills’ including how they plan 3 steps ahead and are always prepared for the unexpected. The Pharmacist, who is a keen sportsperson in their private life, will likely be tenacious, team-orientated and disciplined – again these are superb qualities to have in this – or any – role. Your colleagues, as well as yourself, will have ‘Augmented Skills’ that will be an asset if only they are explored and applied to their role and indeed, career. Everyone has their own 'Super-power' If they love gardening, they are probably strategic, patient and inclined to research; if they cook or bake, they are usually well organized and comfortable with multi-tasking. A big reader will tend to be considered and possess good critical thinking faculties, and an amateur mechanic or keen DIY person will often be practical, resourceful and very determined. I have observed that many new Parents discover they have ‘Augmented Skills’ they didn’t know they had... such as getting order out of chaos and displaying industrial amounts of patience and good grace when they really do not feel like it. They very often become far more compassionate and empathetic. Most people have their very own ‘Superpower’. Invite your team members to offer their ‘Augmented Skills’ to your work-place – and just watch as it elevates the motivation levels and improves results. It’ll be very rewarding for all concerned – and for meeting the Team’s objectives, to encourage the person who is a talented artist to be a sounding board on some of the marketing imagery and layouts; for the team member who is great at Maths or resolving crosswords to be asked for their input to solving a problem that is causing logistical or operational headaches. Never exploit a Team member’s unique special skills at their expense I would like to stress, however, that it must never be an area where a team member gets exploited by harvesting their unique special skills to coerce them into taking on greater responsibilities and tasks without providing them with the commensurate salary and status. To do so would be immoral and, ultimately, counter-productive as it would lead to resentment and disenfranchisement. This is about encouraging people’s capability and inviting their input to boost confidence and enhance the team’s capability. Often, we need to be more than what our Job Description says It is also important to highlight that whatever a person’s role or function is – they will definitely need to have additional capabilities to be effective. The best example of this is when we designed and delivered a range of ‘Advanced Customer Care skills’ training sessions for the Met Office a few years ago…we met so many remarkably super-bright Meteorologists, many of whom were having to make significant adjustments to answering questions from Customers that seemed to be illogical and often, obtuse. It wasn’t enough for these Meteorologists to be highly skilled at interpreting data and identifying patterns – they needed ‘Augmented skills’ to make that information accessible to members of the public (and Council workers and Air Traffic controllers and Shipping agents) and many other people, as to what that particular weather system was going to be like in their area and at what time. They have to know how to ‘de-jargonise’ the material and provide succinct, clear, and yet temperate, descriptions without ever appearing exasperated, impatient or judgmental in response to sometimes quite silly questions. For a highly trained scientist – that can be counter-intuitive. Being Philosophical... and a wee bit pretentious At the risk of being a little Philosophical (and probably a wee bit pretentious) – in my own role of Trainer – my core skills have to include – being a very good communicator, an active listener and have innovative and engaging ways to convert an idea, or a model, into practical application that my Delegates and Clients gain tangible benefits from. This is how it applies to me... I really enjoy composing short, light classical-style piano pieces. Now, to do this well, you need to be able to find a transition from one chord or melody to a different theme or key. It has to be worked out very carefully to have incremental transitions and pleasant-sounding developments as the piece unfolds. I think I have become better at this as I have honed my skills as a composer. But I have realized that these very same skills have ‘Augmented’ my ability to help a Manager, or a Team, move from a state of conflict; tension; disfunction; disenfranchisement; lack of confidence to a place that is more harmonious with far greater productivity. The very same process of careful listening, considering options, taking well-considered steps, having a creative, sometimes brave, move towards a resolution are at play in both Training and Piano Compositions! Scheduled Courses Unfortunately this course is not one that is currently scheduled as an open course, and is only available on an in-house basis. Please contact us for more information.
The aim of this programme is to help attendees create better quality technical documents in an organised and efficient manner. It will give those new to the topic an appreciation of how to approach the task professionally whilst those with more experience will be able to refresh and refine their skills. The programme comprises three complementary one-day modules: The programme presents a structured methodology for creating technical documents and provides a range of practical techniques that help delegates put principles into practice. Although not essential, it is strongly advised that delegates for modules 2 and 3 have already attended module 1, or another equivalent course. Note: the content of each module as shown here is purely indicative and can be adapted to suit your particular requirements. This course will: Explain the qualities and benefits of well written technical documents Present a structured approach for producing technical documents Review the essential skills of effective technical writing Demonstrate practical methods to help create better documents Provide tools and techniques for specification and report writing Review how technical documents should be issued and controlled Note: the content of each module as shown here is purely indicative and can be adapted to suit your particular requirements. Module 1: Essential skills for technical writers 1 Introduction to the programme Aims and objectives of the module Introductions and interests of participants 2 Creating effective technical documents What is technical writing? how does it differ from other writing? Key qualities of an effective technical document Communication essentials and the challenges faced by technical writers The lessons of experience: how the best writers write The five key steps : prepare - organise - write - edit - release (POWER) 3 Preparing to write Defining the document aims and objectives; choosing the title Understanding technical readers and their needs Getting organised; planning and managing the process Integrating technical and commercial elements The role of intellectual property rights (IPR), eg, copyright 4 Organising the content The vital role of structure in technical documents Deciding what to include and how to organise the information Categorising information: introductory, key and supporting Tools and techniques for scoping and structuring the document Creating and using document templates - pro's and con's 5 Writing the document Avoiding 'blinding them with science': the qualities of clear writing Problem words and words that confuse; building and using a glossary Using sentence structure and punctuation to best effect Understanding the impact of style, format and appearance Avoiding common causes of ambiguity; being concise and ensuring clarity Using diagrams and other graphics; avoiding potential pitfalls 6 Editing and releasing the document Why editing is difficult; developing a personal editing strategy Some useful editing tools and techniques Key requirements for document issue and control Module 2: Creating better specifications 1 Introduction Aims and objectives of the day Introductions and interests of participants The 'POWER' writing process for specifications 2 Creating better specifications The role and characteristics of an effective specification Specifications and contracts; the legal role of specifications Deciding how to specify; understanding functional and design requirements Developing the specification design; applying the principles of BS 7373 Getting organised: the key stages in compiling an effective specification 3 Preparing to write a specification Defining the scope of the specification; deciding what to include and what not Scoping techniques: scope maps, check lists, structured brainstorming The why/what/how pyramid; establishing and understanding requirements Clarifying priorities; separating needs and desires: the MoSCoW method Useful quantitative techniques: cost benefit analysis, QFD, Pareto analysis Dealing with requirements that are difficult to quantify 4 Organising the content The role of structure in specifications Typical contents and layout for a specification What goes where: introductory, key and supporting sections Creating and using model forms: the sections and sub sections Detailed contents of each sub-section Exercise: applying the tools and techniques 5 Writing the specification Identifying and understanding the specification reader Key words: will, shall, must; building and using a glossary Writing performance targets that are clear and unambiguous Choosing and using graphics Exercise: writing a specification 6 Editing and releasing the document Key editing issues for specifications Issue and control of specifications Module 3: Writing better reports 1 Introduction Aims and objectives of the day Introductions and interests of participants The 'POWER' technical writing process for technical reports 2 Creating better reports What is a technical report? types and formats of report The role and characteristics of an effective technical report Understanding technical report readers and their needs The commercial role and impact of technical reports Getting organised: the key stages in compiling a technical report 3 Preparing to write reports Agreeing the terms of reference; defining aims and objectives Being clear about constraints; defining what is not to be included Legal aspects and intellectual property rights (IPR) for reports Preparing the ground; gathering information and reference documents Keeping track of information: note making, cataloguing and cross referencing Tools and techniques for developing a valid and convincing argument 4 Organising the content The role of structure reviewed; some typical report structures Who needs what: identifying the varied needs of the readership What goes where: introductory, key and supporting sections Creating and using model forms: the sections and sub sections Detailed contents of each sub-section Exercise: applying the tools and techniques 5 Writing the report Planning the storyline: the report as a journey in understanding Recognising assumptions about the reader; what they do and don't know Converting complex concepts into understandable statements Presenting technical data and its analysis; the role of graphics Presenting the case simply whilst maintaining technical integrity Exercise: writing a technical report 6 Editing and releasing the report Key editing issues for technical reports Issue and control of technical reports
Duration 2 Days 12 CPD hours This course is intended for The intended audience for this comprehensive course on Information Assurance and STIGs includes professionals with roles such as: IT professionals - System administrators, network engineers, and security analysts who are responsible for maintaining and securing IT infrastructure and web applications. Developers - Software engineers and web developers who design, implement, and maintain web applications, and need to integrate security best practices throughout the development process. Project teams - Cross-functional teams that collaborate on application development projects, including members from development, testing, and deployment teams. Technical leads - Senior software engineers or architects who oversee technical aspects of projects and ensure the implementation of secure design and coding practices. Project managers - Professionals responsible for planning, executing, and closing projects, ensuring that security requirements are met throughout the project lifecycle. Overview Working in an interactive learning environment, guided by our application security expert, you'll explore: The concepts and terminology behind defensive coding Threat Modeling as a tool in identifying software vulnerabilities based on realistic threats against meaningful assets The entire spectrum of threats and attacks that take place against software applications in today's world The role that static code reviews and dynamic application testing to uncover vulnerabilities in applications The vulnerabilities of programming languages as well as how to harden installations The basics of Cryptography and Encryption and where they fit in the overall security picture The requirements and best practices for program management as specified in the STIGS The processes and measures associated with the Secure Software Development (SSD) The basics of security testing and planning Understand the concepts and terminology behind defensive coding Understand Threat Modeling as a tool in identifying software vulnerabilities based on realistic threats against meaningful assets Learn the entire spectrum of threats and attacks that take place against software applications in today's world Discuss the role that static code reviews and dynamic application testing to uncover vulnerabilities in applications Understand the vulnerabilities of programming language as well as how to harden installations Understand the basics of Cryptography and Encryption and where they fit in the overall security picture Understand the fundamentals of XML Digital Signature and XML Encryption as well as how they are used within the web services arena Understand the requirements and best practices for program management as specified in the STIGS Understand the processes and measures associated with the Secure Software Development (SSD) Understand the basics of security testing and planning The Information Assurance (STIG) Overview is a comprehensive two-day course that delves into the realm of Information Assurance, empowering you to enhance your cybersecurity skills, understand the essentials of STIGs, and discover cutting-edge web application security practices. This immersive experience is tailored for IT professionals, developers, project teams, technical leads, project managers, testing/QA personnel, and other key stakeholders who seek to expand their knowledge and expertise in the evolving cybersecurity landscape. The course focuses on the intricacies of best practices for design, implementation, and deployment, inspired by the diverse and powerful STIGs, ultimately helping participants become more proficient in application security.The first half of the course covers the foundations of DISA's Security Technical Implementation Guides (STIGs) and learn the ethical approach to bug hunting, while exploring the language of cybersecurity and dissecting real-life case studies. Our expert instrtors will guide you through the importance of respecting privacy, working with bug bounty programs, and avoiding common mistakes in the field.The next half delves into the core principles of information security and application protection, as you learn how to identify and mitigate authentication failures, SQL injections, and cryptographic vulnerabilities. You?ll gain experience with STIG walkthroughs and discover the crucial steps for securing web applications.Throughout the course, you'll also explore the fundamentals of application security and development, including checklists, common practices, and secure development lifecycle (SDL) processes. You?ll learn from recent incidents and acquire actionable strategies to strengthen your project teams and IT organizations. You'll also have the opportunity to explore asset analysis and design review methodologies to ensure your organization is prepared to face future cybersecurity challenges. DISA's Security Technical Implementation Guides (STIGs) The motivations behind STIGs Requirements that the various software development roles must meet Implementing STIG requirements and guidelines Why Hunt Bugs? The Language of CyberSecurity The Changing Cybersecurity Landscape AppSec Dissection of SolarWinds The Human Perimeter Interpreting the 2021 Verizon Data Breach Investigation Report First Axiom in Web Application Security Analysis First Axiom in Addressing ALL Security Concerns Lab: Case Study in Failure Safe and Appropriate Bug Hunting/Hacking Working Ethically Respecting Privacy Bug/Defect Notification Bug Bounty Programs Bug Hunting Mistakes to Avoid Principles of Information Security Secuity Is a Lifecycle Issue Minimize Attack Surface Area Layers of Defense: Tenacious D Compartmentalize Consider All Application States Do NOT Trust the Untrusted Identification and Authentication Failures Applicable STIGs Quality and Protection of Authentication Data Proper hashing of passwords Handling Passwords on Server Side Session Management HttpOnly and Security Headers Lab: STIG Walk-Throughs Injection Applicable STIGs Injection Flaws SQL Injection Attacks Evolve Drill Down on Stored Procedures Other Forms of Server-Side Injection Minimizing Injection Flaws Client-side Injection: XSS Persistent, Reflective, and DOM-Based XSS Best Practices for Untrusted Data Lab: STIG Walk-Throughs Applications: What Next? Common Vulnerabilities and Exposures CWE/SANS Top 25 Most Dangerous SW Errors Strength Training: Project Teams/Developers Strength Training: IT Organizations Cryptographic Failures Applicable STIGs Identifying Protection Needs Evolving Privacy Considerations Options for Protecting Data Transport/Message Level Security Weak Cryptographic Processing Keys and Key Management Threats of Quantum Computing Steal Now, Crack Later Threat Lab: STIG Walk-Throughs Application Security and Development Checklists Checklist Overview, Conventions, and Best Practices Leveraging Common AppSec Practices and Control Actionable Application Security Additional Tools for the Toolbox Strength Training: Project Teams/Developers Strength Training: IT Organizations Lab: Recent Incidents SDL Overview Attack Phases: Offensive Actions and Defensive Controls Secure Software Development Processes Shifting Left Actionable Items Moving Forward Lab: Design Study Review Asset Analysis Asset Analysis Process Types of Application-Related Assets Adding Risk Escalators Discovery and Recon Design Review Asset Inventory and Design Assets, Dataflows, and Trust Boundaries Risk Escalators in Designs Risk Mitigation Options
Duration 5 Days 30 CPD hours This course is intended for This course is designed for programmatic developers looking to write programmatic customizations to both business logic and UI layers using Apex and Visualforce. You should have a good understanding of core object-oriented programming concepts and experience building declarative solutions on the Salesforce Platform. This course is also a great foundation builder if you're looking to earn your Salesforce Platform Developer I credential. IMPORTANT: Students are expected to follow the steps detailed in the Computer Set-up Guide for this class if you'll be using your own computer when attending a virtual or in-person class. Overview Learn modern tools for developing on the Salesforce Platform using Visual Studio Code, the Salesforce Extension Pack, and the Salesforce CLI. Write business logic customizations using Apex triggers and classes; those customizations will use SOQL and DML. Design programmatic solutions that take advantage of declarative customizations. Describe how your trigger code works within the basics of the Save Order of Execution. Describe some of the fundamental aspects of designing programs on a multi-tenant platform. Write Visualforce markup and code to customize the user interface. Use the built-in testing framework to test Apex and Visualforce. Learn how to customize and design applications programmatically on the Salesforce Platform. In this 5-day class, our platform experts will introduce you to Apex (Salesforce?s programming language) and Visualforce markup, so you can customize your Salesforce applications using code and explore how Apex interacts with declarative customizations on the platform. Learn how to retrieve, manipulate, and store data programmatically in data objects (sObjects), write and test custom logic, write Visualforce pages to customize your user interface, and deploy your solutions to another environment. Get an overview of the declarative automation tools available on the platform and a brief introduction to the Lightning Component framework. Plus, explore the nuances of working on a multi-tenant platform so you can extend the platform to meet business demands. Declarative Automation Create Formula Fields Create Roll-Up Summary Fields Understand Record Types Review Other Automation Tools Build a Data Model on the Salesforce Platform Programming with Apex Describe Key Aspects of Apex That Differentiate It from Other Languages, Such as Java and C# Describe Why Apex Transactions and Governor Limits Must Be Considered When Writing Apex Execute Simple Apex Use the sObject Data Type, the Primitive Data Types, and Basic Control Statements in Apex Using SOQL and SOSL to Retrieve Your Org?s Data Write a Basic Query Using Salesforce?s Query Language, SOQL Process the Result of a Query in Apex Create a Query Dynamically at Run-Time Use SOQL to Query Parent-Child Relationships Describe a Relationship Query Write a Query That Traverses a Child-to-Parent Relationship Write a Query That Traverses a Parent-to-Child Relationship Use SOSL to Search Data Using DML to Manipulate Your Org?s Data List the Differences Between the Ways You Can Invoke DML Operations Write Apex to Invoke DML Operations and Handle DML Errors Deployment What Is Deployment? Deploy Code Using Change Sets Use the Ant Migration Tool Review Managed and Unmanaged Packages Explore Salesforce DX Trigger Essentials Describe What a Trigger Is Used For Describe the Syntax of a Trigger Definition Use Trigger Context Variables Apex Class Essentials Describe How Apex Classes Are Used Define an Apex Class Determine What Data an Apex Class Can Access The Save Order of Execution, Apex Transactions, and Platform Events Describe Key Points in the Order of Execution Describe How Triggers Fit Into and Can Be Impacted by the Order of Execution Describe the Lifecycle of an Apex Transaction Describe the Memory Lifecycle for Static Attributes Use Platform Events for Immediate Error Logging Apex Testing Describe the Apex Testing Framework Create Test Data Write and Run an Apex Test Test Best Practices Strategies for Designing Efficient Apex Solutions Describe Best Practices for Writing Code That Is Easy to Maintain and Extend Write Triggers and Classes That Assume Batches of Data as Input Write Code That Works Efficiently with the Database, Both in Querying and Using DML Trigger Design Strategies List Declarative Mechanisms You Can Use to Implement Complex Business Logic, What Types of Problems They?re Best Used for, and Their Limitations Describe Ways in Which You Can Use Declarative Functionality to Improve Your Programmatic Solutions Working with Visualforce Create a Visualforce Page Reference a Standard Controller Launch a Visualforce Page Using a Custom Button Display Data from a Record in a Visualforce Page Reference Custom Controllers and Controller Extensions Work with List Controllers Visualforce Development Considerations and Testing Describe Common Limit Issues and Security Concerns Describe Strategies for Testing Visualforce Controllers Write Tests for Controller Constructors Write Tests for Action Methods, Getters, Setters, and Properties Lightning Components Create and Surface an Aura Component Create and Surface a Lightning Web Component Additional course details: Nexus Humans Salesforce Build Applications Programmatically on the Salesforce Platform (DEX450) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Salesforce Build Applications Programmatically on the Salesforce Platform (DEX450) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.