3606 Model courses delivered On Demand

Learn the psychology of addictive behaviour and understand addicted people's behaviour and psychology in the Alcohol and Drug Addiction Psychology course. The course starts by explaining the concepts and nature of addictions that will be further illustrated through the psychology of addictions. You will explore whether 'Genetics' plays a role in addictive behaviour or not. The course also focuses on the environmental factors that affect addiction. Next, the course discusses alcohol-based addictions where you will know the symptoms of Alcohol addiction, the techniques of diagnosing Alcohol Use Disorder (AUD) and available treatments for Alcohol addiction. The course explains both pharmacological and psychological treatment. In the psychological treatment session, you will know about therapy, counselling, CBT, REBT, etc. Finally, the course deals with the drug-related addictions and shows you the paths of recovery. What Will I Learn? Add the course accomplishment to their CV / Resume! Understand what 'drug' and 'alcohol' symptomatology and treatments are Use the knowledge from the course in their current work, study, career Have an ability to explain human behaviour related to 'addictions' Requirements Being able to access internet and Udemy online school Having an interest (or previous experience) related to 'addictions' and 'psychology' Who is the target audience? Anyone who wants to learn more about 'addictions' Anyone who is interested in human mind and behaviour Anyone who wants to understand 'psychology' behind 'addictions' Module: 01 01. Add Moral Model 00:06:00 02. Add Psychological Model 00:07:00 03. Add Medic Model 00:09:00 04. Add Socio-Cultural Model 00:05:00 05. Add Pharmacotherapy 00:03:00 Module: 02 06. Add Minnesota 00:04:00 07. Add Counsel Therapy 00:07:00 08. Add Harm Reduct 00:05:00 09. Add Treatment Practice 00:05:00 10. Add Policy Drugs 00:09:00 Module: 03 11. Add Community Reach 00:06:00 12. Add Alcohol Education 00:06:00 13. Add Workplace 00:05:00 14. Add Family Addiction 00:08:00 15. Add Let Go 00:05:00 16. Add Al-Anon 00:05:00 Module: 04 17. Add Intervention 00:05:00 18. Add Why Helper 00:03:00 19. Add Qualities 00:04:00 20. Add Art Accept 00:04:00 21. Add Counsel Skills 00:04:00

Learn to enhance human performance through effective feedback by enrolling the Giving and Receiving Feedback course. Feedback or correcting errors and mistakes is an essential part both for the students and employees. Correcting your employees or students and make them feel positive towards the correction is as necessary as the Business plan. The course is helpful for both employer and employee. As an employer, you will explore how to provide useful feedback to your employee while as an employee you will learn to receive the feedback positively for enhancing your performance. The course helps you to develop a structured model for giving feedback and guides you to set your min while providing feedback. You will learn to change your behaviour by developing action plans and accountability. Upon completion, you will learn to use feedback for enhancing the human performance. What Will I Learn? You will learn the essential attitudes or mindset that leads to effective feedback. You will learn how and why feedback can go wrong and result in extreme anxiety on the part of both the giver and receiver of feedback. You will be able to use a structured model for giving feedback in a positive and helpful way. You will assure behaviour change by developing action plans and accountability. You will also practice a model for receiving feedback in a manner that will maximize the value of feedback received. Requirements Only the desire to help your team members improve their performance. Module: 01 Introduction FREE 00:03:00 Course Purpose and Objectives FREE 00:04:00 Why it Matters - When We Fail Straight Talk FREE 00:06:00 Activity - When and Why We Fail to Give Feedback 00:01:00 Characteristics of Great Managers FREE 00:03:00 Values that Enable Feedback 00:03:00 Activity - How have the Values Worked for You? 00:02:00 Module: 02 A Few Laws of Feedback 00:05:00 How Things Can Go Wrong 00:05:00 Activity - Creating the Right Mindset 00:02:00 The Continuum of Engagement 00:03:00 Guidelines for Giving Feedback 00:04:00 Module: 03 A Model for Effective Feedback 00:07:00 Activity - Practice Giving Feedback 00:01:00 Setting Goals and Action Planning 00:05:00 Continuous Improvement and Fact-Based Feedback 00:05:00 Guidelines for Receiving Feedback 00:06:00 Activity - Practice Receiving Feedback 00:01:00 Summary 00:02:00 Mock Exam Final Exam

Reasonable Decision Making Certification Consistently, we settle on many choices. Generally, the results are unimportant. Be that as it may, a few choices have huge, long haul implications. Hence, we need to see how to use sound judgment. In this course, you will find out about the basic entanglements that you need to keep away from when deciding. You will find how to utilize a levelheaded dynamic cycle that will permit you to determine issues in both your expert life and your own life. You Will Learn: Why reasonable dynamic is a significant subject, and why people frequently act in a nonsensical way The most effective method to utilize a reasonable dynamic model to devise and execute the best answer for your necessities The limits of the sane dynamic model and their suggestions The job of moral contemplations in reasonable dynamic Advantages of Taking this Course: It will permit you to work alone or with others to settle on better choices at work, which will improve your exhibition and vocation possibilities It will give you the foundation data that you need to lead a group through a dynamic interaction; along these lines, fortifying your believability as a pioneer In the event that you have an overall interest in brain research, you will profit by this prologue to the mechanics of dynamic Seeing how individuals settle on decisions will engage you to scrutinize others' choices on the off chance that you are unsure how or why they showed up at their ultimate choice

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Level 3 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Course Introduction Introduction 00:03:00 Part 1: Forecasting Basics of Forecasting 00:05:00 Creating Linear Model with Trendlines 00:08:00 1.1 Getting Data Ready For Regression Model Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Univariate analysis and EDD 00:03:00 Discriptive Data Analytics in Excel 00:10:00 Outlier Treatment 00:04:00 Identifying and Treating Outliers in Excel 00:04:00 Missing Value Imputation 00:03:00 Identifying and Treating missing values in Excel 00:04:00 Variable Transformation in Excel 00:03:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy Variable Creation in Excel 00:07:00 Correlation Analysis 00:09:00 Creating Correlation Matrix in Excel 00:08:00 1.2 Forecasting Using Regression Model The Problem Statement 00:01:00 Basic Equations and Ordinary Least Squares (OLS) method 00:08:00 Assessing accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy: RSE and R squared 00:07:00 Creating Simple Linear Regression model 00:02:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting results of Categorical variables 00:05:00 Creating Multiple Linear Regression model 00:07:00 1.3 Handling Special Events Like Holiday Sales Forecasting in presence of special events 00:02:00 Excel: Running Linear Regression using Solver 00:08:00 Excel: Including the impact of Special Events 00:22:00 1.4 Identifying Seasonality & Trend for Forecasting Models to identify Trend & Seasonality 00:06:00 Excel: Additive model to identify Trend & Seasonality 00:09:00 Excel: Multiplicative model to identify Trend & Seasonality 00:06:00 Market Basket Analysis Market Basket and Lift - Introduction 00:08:00 Named Ranges - Excel 00:10:00 Indirect Function - Excel 00:05:00 2-way lift calculation in Excel 00:11:00 2-way lift calculation - Dynamic 00:07:00 2-way lift data table creation 00:07:00 3-way lift calculation 00:19:00 Store Layout optimization using Lift values 00:15:00 RFM (Recency, Frequency, Monetary) Analysis RFM (recency, frequency, monetary) Analysis 00:08:00 RFM Analysis in Excel- Part 1 00:16:00 RFM Analysis in Excel- Part 2 00:12:00 Part 2: Pricing Part 2: Pricing Steps of setting a Pricing policy 00:03:00 Different Pricing Objectives 00:07:00 2.1 Estimating Demand Estimating Demand 00:07:00 Forms of Demand Curve 00:02:00 Excel: Estimating Linear Demand Curve 00:08:00 Excel: Estimating Power Demand curve with Elasticity 00:05:00 Excel: Estimating Power Demand Curve with points 00:03:00 Subjective Demand curve 00:01:00 Excel: Estimating Subjective Demand Curve 00:02:00 2.3 Evaluating Pricing Strategies Price Bundling 00:07:00 Types of Bundling 00:08:00 The Bundling Problem 00:04:00 Excel: Solving Bundling problem Part 1 00:14:00 Excel: Solving Bundling problem Part 2 00:08:00 Non-Linear Pricing Strategies 00:03:00 Excel: Solving Bundling problem (Price Reversal) 00:08:00 3.1 Lifetime Customer Value Lifetime Customer Value - Key concepts 00:09:00 Lifetime Customer Value - Excel model 00:11:00 3.2 Variations And Sensitivity Analysis Sensitivity Analysis in Excel 00:07:00 Variations in finding customer value 00:07:00 Appendix 1: Excel Crash Course Basics 00:08:00 Worksheet Basics 00:16:00 Entering values and Formulas 00:07:00 Data Handling Basics - Cut, Copy and Paste 00:14:00 Saving and Printing - Basics 00:09:00 Basic Formula Operations 00:13:00 Mathematical Formulas 00:19:00 Textual Formulas 00:17:00 Logical Formulas 00:11:00 Date-Time Formulas 00:07:00 Lookup Formulas ( V Lookup, Hlookup, Index-Match ) 00:08:00 Data Tools 00:19:00 Formatting data and tables 00:18:00 Pivot Tables 00:08:00 Advance Excel- Solver, Data tables 00:15:00 Assessment Assessment - Retail Analytics In Microsoft Excel Diploma 00:10:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

🚀 Unlock Sustainable Profits with 'Mastering Strategic Pricing - Module 1: Core Principles' 🚀   Are you tired of trial and error in your pricing strategies? Ready to transform your business into a profit powerhouse? Look no further! Introducing our exclusive online course:   🌟 Mastering Strategic Pricing for Sustainable Profits - Module 1: Core Principles 🌟   🎓 What's Inside: Module 1: Introduction 🔍 Dive into the world of strategic pricing with a comprehensive introduction that lays the groundwork for your journey. Uncover the key concepts and strategies that will set the stage for your success. Module 2: What Pricing Communicates to Your Customers 🗣️ Explore the psychology behind pricing and learn how to effectively communicate value to your customers. Discover the art of pricing perception and how it can influence consumer behavior. Turn pricing into a powerful tool for building trust and loyalty. Module 3: Pricing Model Basics 💡 Master the fundamental pricing models that form the backbone of successful businesses. From cost-plus pricing to value-based pricing, understand when and how to apply each model to maximize profitability. Gain insights into the nuances of dynamic pricing and how it can give you a competitive edge.   🚀 Why Choose This Course? ✅ Practical Insights: Gain real-world insights and actionable strategies that you can implement immediately in your business. ✅ Expert Instruction: Learn from industry experts who have successfully navigated the complexities of pricing strategies. ✅ Interactive Learning: Engage in hands-on exercises and case studies to reinforce your understanding and skills. ✅ Flexible Schedule: Access the course at your own pace, allowing you to balance your professional development with your busy lifestyle. ✅ Lifetime Access: Enjoy unlimited access to course materials, updates, and resources to stay ahead in the dynamic world of strategic pricing.   🎓 Who Should Enroll? Entrepreneurs and Business Owners Marketing and Sales Professionals Product Managers Small Business Owners Anyone Looking to Boost Profitability Through Strategic Pricing   💥 Enroll Now and Elevate Your Pricing Strategy to Unprecedented Heights! Don't miss out on this opportunity to revolutionize your approach to pricing and secure sustainable profits for your business. Click the link below to enroll in 'Mastering Strategic Pricing for Sustainable Profits - Module 1: Core Principles' today!   Course Curriculum Module 1- Introduction Pricing Strategy Overview 00:00 Module 2- What Pricing Communicates to Your Customers What Price Communicates 00:00 Scenario-Based Pricing 00:00 Types of Pricing Strategies 00:00 What Investors are Looking for in Your Pricing Strategy 00:00 Test Your Pricing 00:00 Module 3- Pricing Model Basics The 3 Pricing Models 00:00 Guess The Pricing Model 00:00 Examples of Pricing Models 00:00 Case Study T-Shirt Pricing 00:00

ChatGPT is a powerful AI language model that can be used for a variety of tasks. This crash course will teach you the basics of ChatGPT, including how to use it to generate text, translate languages, and answer your questions.

Are you someone who is passionate about helping others achieve their goals and live their best life? Do you want to turn your passion into a rewarding career? Look no further! Our Life Coaching and Counselling course is designed to equip you with the knowledge and skills needed to become a certified life coach, holistic health coach and wellness coach. This Advanced Diploma in Life Coaching and Counselling at QLS Level 7 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 180 CPD points) to make your skill development & career progression more accessible than ever! In Part 1, you will learn the fundamentals of coaching, understand personalities, and explore coaching models such as the GROW model. You will also learn how to structure coaching sessions, build relationships with clients, and employ advanced coaching strategies. In Part 2, you will gain expertise in diet and nutrition coaching, exercise coaching, hormone health, and supplements. Finally, in Part 3, you will explore stress management, sleep, and emotional self-care. By completing this Life Coaching and Counselling course, you will develop a comprehensive understanding of coaching and counselling, which can lead to fulfilling careers in a variety of fields such as healthcare, education, personal development and more. Whether you are starting a new career or want to enhance your current profession, this Life Coaching and Counselling course can provide you with the knowledge and skills to become a successful coach. Your will learn from This Life Coaching and Counselling course: Understand the fundamentals of coaching and counselling Learn effective coaching models such as the GROW model Develop the skills to build strong relationships with clients Gain expertise in nutrition coaching and exercise coaching Explore stress management techniques and emotional self-care Learn how to structure coaching sessions and employ advanced coaching strategies Why Prefer This Life Coaching and Counselling at QLS Level 7 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS which is completely FREE. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Life Coaching and Counselling at QLS Level 7 course: Introduction PART 1: LIFE COACHING CERTIFICATION Coaching Fundamentals Understanding Personalities Coaching Models Explained Why We Will Use The GROW Model Coaching Step 2: Reality Coaching Step 3: Options & Obstacles Coaching Step 4: Will & Action Planning How To Structure Your Coaching Sessions Client Coach Relationship Advanced Coaching Strategies PART 2: HOLISTIC HEALTH COACHING CERTIFICATION Diet & Nutrition Fundamentals Diet & Nutrition Coaching Exercise Coaching: Cardio Exercise Coaching: Resistance Training Hormone Health Explained Supplements Health & Fitness Motivation Health & Fitness FAQ Answered PART 3: WELLNESS COACHING CERTIFICATION Stress Management Sleep Emotional Self Care Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Advanced Diploma in Life Coaching and Counselling at QLS Level 7 exams. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Life Coaching and Counselling at QLS Level 7 course is ideal for: Individuals who are passionate about helping others achieve their goals Those who want to turn their passion into a fulfilling career People looking to enhance their current profession or start a new career Requirements No prior background or expertise is required. Career path The Life Coaching and Counselling at QLS Level 7 course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Like as: Life Coach: £27,000 - £50,000 Health Coach: £18,000 - £40,000 Wellness Coach: £20,000 - £45,000 Fitness Coach: £20,000 - £35,000 Nutrition Coach: £22,000 - £45,000 Counsellor: £20,000 - £50,000 Certificates Advanced Diploma in Life Coaching and Counselling at QLS Level 7 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Advanced Diploma in Life Coaching and Counselling at QLS Level 7, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme and also you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost. CPDQS Accredited Certificate Digital certificate - Included

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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): 00:17:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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