18075 Courses in Cardiff delivered Online

🚀 Unlock Your Potential with 'Empowerment and Tenacity: A Journey to Success' Online Course! 🚀 Are you ready to transform your life and achieve the success you've always dreamed of? Welcome to a transformative experience that will empower you to reach new heights and cultivate unwavering tenacity on your journey to success!   🌟 What You'll Gain: ✨ Empowerment Skills: Learn to harness your inner strength and unleash the power within you. Discover how to overcome self-doubt, embrace your unique talents, and build unshakeable confidence. ✨ Tenacity Mastery: Develop the resilience and determination needed to conquer challenges. Navigate setbacks with grace, turn obstacles into opportunities, and cultivate a mindset that propels you forward in the face of adversity. ✨ Goal-Setting Expertise: Define clear, achievable goals and create a roadmap to success. Explore effective strategies for goal setting, time management, and maintaining focus, ensuring you stay on track towards your dreams. ✨ Effective Communication: Master the art of communication to enhance your personal and professional relationships. Learn to express yourself confidently, articulate your ideas persuasively, and build meaningful connections that open doors to success. ✨ Strategic Planning: Gain insights into strategic planning techniques that successful individuals use to design their paths to success. Develop a personalized plan tailored to your aspirations, ensuring every step you take is purposeful and impactful.   🚀 Course Highlights: 🎓 Engaging Content: Dynamic video modules, interactive assignments, and real-life case studies make learning enjoyable and practical. 👥 Community Support: Join a supportive community of like-minded individuals on the same journey. Share experiences, exchange insights, and grow together. 🔒 Lifetime Access: Enjoy lifetime access to the course materials, allowing you to revisit and reinforce your learnings at your own pace. 🏆 Certificate of Completion: Earn a prestigious certificate upon completing the course, showcasing your commitment to personal and professional development.   🌈 Transform Your Life - Enroll Today! Embark on a journey of self-discovery and empowerment. 'Empowerment and Tenacity: A Journey to Success' is not just a course; it's a roadmap to a brighter, more fulfilling future. Seize the opportunity to transform your life and become the empowered, tenacious individual you were meant to be. Don't let success be a distant dream-make it your reality. Enroll now and take the first step towards a life of empowerment and tenacity!   🌟 Empower Yourself. Embrace Tenacity. Achieve Success. 🌟 Course Curriculum Empowerment and Tenacity: A Journey to Success Introduction 00:00 Resilience _ The Growth Mindset 00:00 Grit _ Resilience 00:00 Real-Life Examples 00:00 Resilience Grit _ Growth Mindset 00:00 Grit In The Workplace 00:00 Cultivating Grit 00:00 Grit - An Acronym 00:00 Grit _ Risk-Taking 00:00 Grit _ Personal Wellness 00:00 10 Tips To Increase Resilience 00:00 Final Tips _ Ideas 00:00

The ability to influence others is a life skill but also one that has never been so critically useful at work. This one day workshop will set you on the road to discover what you need to be able to think and do that will help you take people with you. This involves learning some new tools and strategies that fit the situation you are in and making sure you use the right skills and behaviours to influence well, whether it is a single person or a room full of cynical expectant people! This workshop will enable you to: Learn about and understand influencing styles and strategies available and formulate plans and ideas on how to use them in influencing situations Understand which skills and behaviours to use to be the most effective influencer Have greater confidence in situations where they need to influence someone Use thinking, speaking and behavioural techniques that enable influencing to be effective and positive Review and evaluate learning and have an action plan to take back and implement in the workplace 1 Welcome, introductions & getting to know you and why you are here Course objectives 2 Personal objectives Introducing a learning diary 3 Gallery exercise - using images of exemplars brought by participants Plenary discussion The skills and behaviours of an exemplar influencer 4 Group task - what does your self-evaluation say? Discussion and conclusions 5 Influencing - what is it? - why do we need it? The current organisational landscape including values and behaviours the influencer operates in 6 Pit Stop - 'pull / push', 'the lost horse' and 'talking at' 7 Direct / support / delegate / coach: the different choices and approaches to choose from 8 Updating the learning diary 9 Power and types of power - its impact on influencing ability and approach and what is within your control Group task and discussion 10 The 5 influencing styles tool Series of tasks and exercises Drilling down to a personal action plan for maximising influence 11 'The person with the most flexibility has the most influence' Skills and behaviours for effective influencing Exercises and techniques that develop skills for influencing 12 Review and evaluation Action planning

Occupational Therapy Online Course Occupational Therapy Course is the only profession that helps people to participate in the activities of everyday life. The therapy promotes health and well being through occupation. Occupational Therapy Course course covers the techniques you need to know for involving people with various activities and making them independent. Firstly, the course explains the very concept of occupational therapy and shows you the techniques while working with adults and kids. Then, you will know the basic anatomy of physiology such as Blood & the Immune System, Brain injuries, physical disabilities, etc. Next, the course teaches you creative and management skills including the use of creative activities, management and leadership skills, developing confidence and self-esteem and the techniques to deal with depression. Finally, the course covers the career growth and opportunities of occupational therapy and alternative career options. Course Curriculum Introduction to Occupational Therapy (Basic) Anatomy & Physiology Creative & Management Skills Career Growth in Occupational Therapy Individual (Client's) Development (Learn more about this online course)

Explore the laws of the universe with this self-paced course from Spark Generation! From mechanics to electromagnetism, learn more about the world of matter and energy. This self-paced course guides you through real-world applications, experiments, and problem-solving exercises. Join us to unravel the mysteries of the physical world!

Explore the laws of the universe with this Cambridge self-paced course from Spark Generation! You will have the flexibility to learn when and where you want, as the course is one click away.

Duration 5 Days 30 CPD hours This course is intended for Senior system administrators who wish to learn more about troubleshooting. Have earned a Red Hat Certified System Administrator (RHCSA) or have similar experience. It is recommend that students have earned a Red Hat Certified Engineer (RHCE) or have similar experience. Overview As a result of attending this course, students should be able to leverage the software development life-cycle process to plan, create, test, and provision host systems within an organization. Students should be able to demonstrate the following skills: - Installation of Red Hat Satellite 6 - Software life-cycle management of software used to provision and maintain configured hosts within a controlled production environment This course enriches your skills by providing the tools and techniques that you need to successfully diagnose, and fix, a variety of potential issues. You will work through hands-on problems in various subsystems to diagnose and fix common issues. You will learn develop the skills to apply the scientific method to a structured form of troubleshooting. You will then apply this approach in troubleshooting various types of problems, including boot issues, hardware issues, storage issues, RPM issues, network issues, third-party application issues, security issues, and kernel issues. At the end of the course, you will be empowered to complete various comprehensive review labs to test your skills. 1 - INTRODUCTION TO TROUBLESHOOTING Describe a generalized strategy for troubleshooting. 2 - TAKE PROACTIVE STEPS TO PREVENT SMALL ISSUES Prevent small issues from becoming large problems by employing proactive system administration techniques. 3 - TROUBLESHOOT BOOT ISSUES Identify and resolve issues that can affect a system's ability to boot. 4 - IDENTIFY HARDWARE ISSUES Identify hardware problems that can affect a system?s ability to operate. 5 - TROUBLESHOOT STORAGE ISSUES Identify and fix issues related to storage. 6 - TROUBLESHOOT RPM ISSUES Identify and fix problems in, and using, the package management subsystem. 7 - TROUBLESHOOT NETWORK ISSUES Identify and resolve network connectivity issues. 8 - TROUBLESHOOT APPLICATION ISSUES Debug application issues. 9 - DEAL WITH SECURITY ISSUES Identify and fix issues related to security subsystems. 10 - TROUBLESHOOT KERNEL ISSUES Identify kernel issues and assist Red Hat Support in resolving kernel issues. 11 - RED HAT ENTERPRISE LINUX DIAGNOSTICS AND TROUBLESHOOTING COMPREHENSIVE REVIEW Practice and demonstrate knowledge and skills learned in Red Hat Enterprise Linux Diagnostics and Troubleshooting.

Duration 3 Days 18 CPD hours This course is intended for The primary audience for this course is people who are moving into a database role, or whose role has expanded to include database technologies. Developers that deliver content from SQL Server databases will also benefit from this material. Overview Describe key database concepts in the context of SQL Server Describe database languages used in SQL Server Describe data modeling techniques Describe normalization and denormalization techniques Describe relationship types and effects in database design Describe the effects of database design on performance Describe commonly used database objects This three-day instructor-led course is aimed at people looking to move into a database professional role or whose job role is expanding to encompass database elements. The course describes fundamental database concepts including database types, database languages, and database designs. This course updates and replaces course 10985C previously published under the same title. 1 - Introduction to databases Introduction to Relational Databases Other Databases and Storage Data Analysis SQL Server Database Languages 2 - Data Modeling Data Modelling Designing a Database Relationship Modeling 3 - Normalization Fundamentals of Normalization Normal Form Denormalization 4 - Relationships Introduction to Relationships Planning Referential Integrity 5 - Performance Indexing Query Performance Concurrency 6 - Database Objects Tables Views Stored Procedures, Triggers and Functions Additional course details: Nexus Humans 55313 Administering Configuration Manager, Part 1: Fundamentals and Asset Management 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 55313 Administering Configuration Manager, Part 1: Fundamentals and Asset Management 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.

🌟 Unleash Your Potential in Communication and Presentation! 🌟   Welcome to the 'Foundations of Effective Communication and Presentation Mastery' online course! Are you ready to master the art of communication and captivate your audience with compelling presentations? Look no further - this comprehensive course is your gateway to success. 🚀 MODULE 01: Communications Mastery Unlock the secrets of effective communication. Learn to express yourself with clarity, persuasion, and impact. Discover the power of verbal and non-verbal communication techniques that will elevate your interactions to new heights. 🎙️ MODULE 02: Public Speaking Mastery Dive into the world of confident public speaking. Overcome stage fright, develop engaging narratives, and command the stage with charisma. From structuring speeches to conquering nerves, this module will turn you into a captivating speaker. 🖼️ MODULE 03: Presentation Mastery Master the art of delivering memorable presentations. From slide design to storytelling, learn how to create visually stunning and emotionally resonant presentations that leave a lasting impression on your audience. 🎁 MODULE 04: BONUS: Create Incredible and Inexpensive Talking Head Videos Explore the world of video communication. Discover cost-effective ways to create professional-looking talking head videos that connect with your audience, whether for marketing, education, or personal branding.   ✨ What You'll Gain: Confidence in communication, both verbal and non-verbal. Skills to captivate and engage any audience, large or small. Techniques to craft compelling narratives and impactful presentations. Strategies to create impressive videos without breaking the bank.   🎓 Who Is This Course For? Professionals seeking to enhance their communication skills. Students aiming to excel in presentations and public speaking. Entrepreneurs looking to create impactful content through videos. Anyone eager to boost their confidence in communication!   💡 Why Choose This Course? Comprehensive Curriculum: Expertly crafted modules cover every aspect of effective communication and presentation. Practical Insights: Actionable tips and real-world examples make learning engaging and immediately applicable. Experienced Instructors: Learn from industry professionals with a wealth of experience. Lifetime Access: Access the course content anytime, anywhere, and progress at your own pace. 🎯 Elevate your communication prowess and presentation skills! Join the 'Foundations of Effective Communication and Presentation Mastery' course today and unlock your full potential! 🌟 Enroll now and embark on a transformative journey towards becoming a communication virtuoso! Course Curriculum Module 01: Communications Mastery Quick, Ethical Ways to Cheat Your Way to Communication Success 00:00 You Are In Great Company - Find Out Who 00:00 GPS for Your Communications 00:00 You Will Be Motivating, Not Data Dumping 00:00 Exciting New Update to this Course 00:00 Getting Feedback So It Won_t Hurt 00:00 Yes, Even Beginner CAN Tell Stories 00:00 Powering Your Points With Images and Slides 00:00 Practice In the Friendliest Environment of All 00:00 Test Tubes for You 00:00 You Have Earned a Professional Critique 00:00 Time to Give TJ a Piece of Your Mind 00:00 You have Now Mastered Basic and Beyond Communication Skills 00:00 Extra-Tips on How to Get Over Nervousness and Being Scared 00:00 Module 02: Public Speaking Mastery Promo video Public Speaking for Beginners 00:00 These Simple Secrets Will Make You Look Like a Public Speaking Veteran 00:00 This Is How You Get Your Audience to Do What You Want 00:00 You Will Never Have to Be Scared, Even Though Everybody Else Is 00:00 Unlock the Keys to Motivating Your Audience 00:00 Getting Feedback the Right Way to Make You Stronger 00:00 Mastering the Easiest Public Speaking Technique of All 00:00 Your Picture Will Be Worth More The a 1000 Words 00:00 Only Perfect Practice Makes Perfect 00:00 You Can Pass the Ultimate Test 00:00 You Have Earned a Personalize Coaching Session Now 00:00 Conclusion - You Are No Longer a Public Speaking Beginner 00:00 Module 03: Presentation Mastery Promo Video - Presentation Skills for Beginners 00:00 4 Quick Tips to Improve Your Presentation Skills In the Next Five Minutes 00:00 You Now Know the Dirty Little Secret of Presentation Skills 00:00 Never Waste Time Starting a Presentation Again 00:00 You Can Get the Audience to Do What You Want 00:00 Never Be Convicted of Death by PowerPoint 00:00 The Easy Way to Tell Relevant Stories 00:00 Your Own Free Focus Group 00:00 The Most Efficient Way to Practice You Presentation Skills 00:00 Passing the Ultimate Test 00:00 Now You Have Earned Personal Coaching 00:00 Conclusion- You are No Longer a Beginner at Presentation Skills 00:00 Module 04: BONUS: Create Incredible and Inexpensive Talking Head Videos The Video Advantage In All Your Proposals - Quick Win! 00:00 Hype Versus Reality - Why Most People Never Create Simple Video 00:00 Mastering the Human Side Of Looking and Sounding Your Best on Video 00:00 How This course Will Improve Your Business 00:00 Your Proposals will Stand Head and Shoulders Above Your Competitors 00:00 Your Clients Will Find You Their Most Responsive Partner Ever 00:00 Your Website Can Be Video-Centric 00:00 Now You Can Answer Frequently Asked Questions Just Once! 00:00 Talk Your Customers Through Your Whole Business Process 00:00 Have an Even Greater Presence on YouTube 00:00 Speak Your Thought Leadership 00:00 Your Exciting Video Newsletters Will Outshine Text Newsletters 00:00 Your Client Video Testimonials Will Prove Your Credibility Beyond a Doubt 00:00 Facebook Live Will Never Scare You Again 00:00 Project Your Best Face on Skype and Zoom 00:00 Deliver Keynote Speeches Without Ever Leaving Home 00:00 Supercharge Your Public Relations Efforts With Video 00:00 The Crisis Communications Secret Weapon 00:00 Drastically Reduce Your Time Training Employees and Others 00:00 Anything You Can Type You Can Now Speak on Video 00:00 Conclusion - You are Now Ready to Use Video Successfully In All Communications 00:00

Cognitive Behavioural Therapy (CBT) Diploma – CPD Certified! Master CBT Techniques, Flexible Learning, Expert Support – Enroll Today to Enhance Your Practice!

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