47130 Courses in Liverpool delivered On Demand

Do you want to be safe at your workplace? Take a look at our Covid-19 Secure course at https://knight.training/products/covid-19-secure to secure a safe space for you and your staff members.

Are you ready to take your workplace wellness initiatives to the next level? Our comprehensive Certificate on Health and Wellness at Workplace (Level 2) is designed to equip you with the knowledge and skills necessary to create a thriving culture of health within your organization. Key Features: CPD Certified Developed by Specialist Lifetime Access In this course, learners will explore the fundamentals of creating a healthy and supportive work environment. They will understand the importance of health and wellness programs, how to assess the needs of their workplace, and the steps involved in planning and implementing these programs effectively. Participants will learn about different types of health behavior programs and how they can positively impact the well-being of employees. They will also delve into mental health initiatives, understanding their significance and strategies for implementation. Additionally, learners will gain insight into health screenings and maintenance programs, discovering their role in preventive healthcare. Finally, they will learn how to evaluate the effectiveness of these programs, ensuring continuous improvement and better outcomes for both employees and the organization. Course Curriculum Module 01: Definition of a Health and Wellness Program Module 02: Evaluate the Need Module 03: Planning Process Module 04: Implementation Module 05: Health Behavior Programs Module 06: Types of Health and Wellness Programs Module 07: Mental Health Programs Module 08: Health Screenings and Maintenance Programs Module 09: Evaluate Results Learning Outcomes: Define components of a Health and Wellness Program effectively. Assess the necessity for implementing Health and Wellness initiatives accurately. Develop strategic plans for Health and Wellness programs efficiently. Execute Health and Wellness programs proficiently within workplace settings. Design and implement various Health Behavior and Mental Health Programs. Evaluate the effectiveness of Health Screenings and Maintenance Programs reliably. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? HR professionals seeking to enhance workplace well-being strategies. Managers aiming to cultivate healthier work environments for employees. Occupational health specialists dedicated to improving employee wellness initiatives. Workplace health advocates committed to fostering healthier organizational cultures. Health and safety officers striving to implement comprehensive wellness programs. Career path Occupational Health Advisor Wellness Coordinator Health Promotion Specialist Workplace Health Consultant Employee Well-being Manager Health and Wellness Programme Manager Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Want to step into the exciting world of design? This beginner-friendly Adobe XD UI/UX Design course takes you from zero to hero. Learn how to design beautiful websites and apps, understand what users need, and create smart, user-friendly interfaces. With hands-on lessons, clear guidance, and real examples, you’ll build the skills needed to start your career in UX/UI design. Learning Outcomes Understand how the web and design industries work Learn the difference between UX and UI design Master the basics of graphic design Discover how to create wireframes and prototypes Use Adobe XD to design websites and mobile apps Who is this for? This course is perfect for beginners who want to learn UX/UI design from scratch. It's also great for creative people, students, career changers, or anyone looking to explore the world of digital design. No design or coding experience is needed—just a curious mind and a desire to learn something new. Career path After completing this course, you can explore job roles in the growing tech and design world. Many companies need UX/UI designers to improve their websites and apps. You can work in tech, marketing, or even as a freelance designer. Prerequisites There are no formal requirements to join this course. You only need basic computer skills, a passion for creativity, and the willingness to learn. A free version of Adobe XD will also help you follow along with the lessons. Certification Upon completion of the course and passing the final assessment, you can obtain a PDF certificate for £9.99. Hard copy certificates are available for an additional £15.99. Disclaimer: This is an online course with pre-recorded sessions. Course access will be granted within 24 hours of enrollment. (Learn more about this online course)

The goal of this course is to share posing ideas for individual or family portraits.

Overview This Life Coach Masterclass course will unlock your full potential and will show you how to excel in a career in Life Coach Masterclass. So upskill now and reach your full potential. Everything you need to get started in Life Coach Masterclass is available in this course. Learning and progressing are the hallmarks of personal development. This Life Coach Masterclass will quickly teach you the must-have skills needed to start in the relevant industry. In This Life Coach Masterclass Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Life Coach Masterclass skills to help you advance your career. Acquire a comprehensive understanding of various Life Coach Masterclass topics and tips from industry experts. Learn in-demand Life Coach Masterclass skills that are in high demand among UK employers, which will help you to kickstart your career. This Life Coach Masterclass course covers everything you must know to stand against the tough competition in the Life Coach Masterclass field.  The future is truly yours to seize with this Life Coach Masterclass. Enrol today and complete the course to achieve a Life Coach Masterclass certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Life Coach Masterclass course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Life Coach Masterclass course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Life Coach Masterclass course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Life Coach Masterclass is suitable for anyone aspiring to start a career in Life Coach Masterclass; even if you are new to this and have no prior knowledge on Life Coach Masterclass, this course is going to be very easy for you to understand.  And if you are already working in the Life Coach Masterclass field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Life Coach Masterclass course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Life Coach Masterclass course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Life Coach Masterclass course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Life Coach Masterclass course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Introduction What You Will Learn 00:06:00 Get To Know Your Instructor 00:02:00 PART 1: LIFE COACHING CERTIFICATION What Is Life Coaching 00:05:00 The Benefits Of Becoming A Life Coach 00:04:00 The Difference Between Coaching, Therapy, Mentoring & Training 00:03:00 The Responsibilities Of A Life Coach 00:03:00 Coaching Fundamentals Coaching Fundamentals Overview 00:02:00 Listening Introduction 00:02:00 The 3 Kinds Of Listening As A Coach 00:05:00 Your Listening Template 00:11:00 Questioning Introduction 00:01:00 Questioning & Coaching 00:03:00 How Coaching Questions Are Different From Normal Questions 00:02:00 The Different Types Of Coaching Questions 00:12:00 Questions Summary 00:03:00 Building Trust Introduction 00:01:00 The Trust Checklist Exercise 00:03:00 How To Build Trust As A Coach 00:08:00 More Trust Building Strategies 00:05:00 Understanding Personalities Understanding Personalities Overview 00:03:00 Big Five Personality Model 00:02:00 Myers Briggs Personality Model 00:04:00 Your Personality Model 00:09:00 How To Bring Out Your Strengths With This Model 00:10:00 Coaching Models Explained Coaching Models Introduction 00:02:00 GROW Model Explained 00:05:00 STEPPPA Model Explained 00:08:00 FUEL Model Explained 00:03:00 CLEAR Model Explained 00:04:00 Why We Will Use The GROW Model 00:01:00 Coaching Step 1: Goal Setting Step 1 Introduction 00:03:00 Why Defining Your Values Is Important 00:03:00 How To Define Your Personal Values 00:06:00 What Does Your Ideal Life Look Like? 00:04:00 The 4 Biggest Goal Setting Mistakes To Avoid 00:06:00 Stretch Goals Explained 00:03:00 Why You Should Start With Long Term Goals 00:05:00 Setting Your First Long Term Goal 00:06:00 Turning Long Term Goals Into Short Term Goals 00:05:00 Next Steps 00:01:00 Coaching Step 2: Reality Step 2 Introduction 00:01:00 Status Quo Explained 00:06:00 Wheel Of Life Excercise Explained 00:06:00 Big Rocks Exercise Explained 00:05:00 Coaching Example Step 2 00:05:00 Coaching Step 3: Options & Obstacles Step 3 Introduction 00:01:00 How To Brainstorm With Your Client(s) 00:05:00 How To Evaluate Your Brainstorming Ideas 00:05:00 'Spheres Of Influence' Excerise Explained 00:03:00 'Not To Do List' Exercise Explained 00:04:00 Coaching Example Step 3 00:07:00 Coaching Step 4: Will & Action Planning Step 4 Introduction 00:01:00 The 80/20 Rule Applied To Coaching 00:04:00 How To Design An Action Plan 00:03:00 Coaching Example Step 4 00:05:00 GROW Model Recap 00:03:00 How To Structure Your Coaching Sessions Structuring Your Sessions Introduction 00:01:00 How To Define Your Coaching Ground Rules 00:03:00 How Much Should You Charge 00:05:00 The Pre Coaching Call 00:03:00 Your First Coaching Session 00:03:00 Progress Evaluation Sessions 00:05:00 My Recommended Coaching Timeline 00:03:00 Client Coach Relationship Client Coach Relationship Intro 00:01:00 What Clients Expect From Their Coaches 00:04:00 Why Clients Choose One Coach Over Another 00:02:00 Client Coach Boundaries 00:03:00 How To Retain Clients Long Term 00:05:00 Advanced Coaching Strategies Advanced Coaching Strategies Introduction 00:01:00 Reframing Explained 00:07:00 Managing Emotional States 00:07:00 Understanding Representational Systems 00:08:00 Personal SWOT Analysis 00:06:00 Johari Window - Developing Self Awareness 00:05:00 Giving Good Feedback As A Coach 00:05:00 PART 2: HOLISTIC HEALTH COACHING CERTIFICATION Part 2 Introduction 00:03:00 What It Means To Be Healthy 00:04:00 What Does A Health Coach Do? 00:03:00 How Can You Combine Life Coaching & Health Coaching 00:02:00 Diet & Nutrition Fundamentals Diet Introduction 00:01:00 Your Health & Diet: How They Are Linked 00:04:00 The Consequences Of Following A Bad Diet 00:04:00 How To Eat For Longevity 00:02:00 What Are Calories? Explained 00:04:00 The Relationship Between Bodyweight And Health 00:05:00 Calories & Bodyweight In A Healthy Diet 00:02:00 The Surprising Results Of The Twinkie Diet 00:02:00 The Relationship Between Weight Loss And Health 00:03:00 Figuring Out How Many Daily Calories You Need 00:02:00 Calculating Your Total Daily Calories 00:03:00 Healthy Weight Ranges 00:02:00 The Best Foods For A Healthier Life 00:02:00 Best Protein Foods 00:01:00 Best Carbohydrate Foods 00:01:00 Best Dietary Fat Foods 00:01:00 How Much Of Each (Protein, Carbs, Fat)? 00:04:00 What About The Remaining Calories 00:01:00 Diet & Nutrition Coaching Client Assessment Introduction 00:01:00 Client Interview 00:04:00 How To Create A Diet Plan For Clients 00:09:00 Calculating BMI 00:03:00 Exercise Coaching: Cardio Cardio Introduction 00:01:00 The Different Types Of Cardio 00:02:00 Creating A Cardio Workout For A Client 00:04:00 How To Monitor Your Heart Rate During A Workout 00:02:00 Cardio vs Weigh Training - Which Is Better For Weight Loss 00:07:00 Exercise Coaching: Resistance Training Weight Training Introduction 00:01:00 Muscle Building Formula 00:07:00 The Science Behind Muscle Growth 00:04:00 Weight Training vs Bodyweight Training 00:02:00 How To Create A Beginner Workout Plan 00:09:00 5 Most Important Aspects Of Lifting Form 00:03:00 Progressive Overload 00:03:00 Hormone Health Explained Hormones Introduction 00:02:00 The 3 Types Of Hormones 00:03:00 The Endocrine System Explained 00:04:00 Hormones & Heart Disease 00:04:00 Anabolic Steroids: Why They Are So Dangerous 00:04:00 Most Important Hormones Overview 00:01:00 Insulin 00:04:00 Glucagon 00:02:00 Adrenaline 00:03:00 Cortisol 00:04:00 Ghrelin 00:02:00 Leptin 00:03:00 Thyroid Hormones 00:02:00 Estrogen 00:03:00 Growth Hormone 00:01:00 Testosterone 00:03:00 Supplements How To Build Your Own Supplement Stack 00:09:00 Top 3 Beginner Supplements For Muscle Growth 00:04:00 The Best Supplements To Boost Immunity 00:04:00 The Best Supplements For Vegans & Vegetarians 00:02:00 The Best Supplements For Joint & Bone Health 00:02:00 The Best Supplements For Fat Loss 00:04:00 Health & Fitness Motivation Health & Fitness Motivation Introduction 00:02:00 How To Get Out Of A Workout Rut 00:09:00 Health & Fitness FAQ Answered What Is Nutrient Density 00:04:00 Is Brown Sugar Better Than White Sugar 00:03:00 What Should You Train On Your First Day At The Gym? 00:07:00 Are Microwaves Harmful? 00:05:00 Fresh vs Frozen Food: Which Is Healthier 00:04:00 PART 3: WELLNESS COACHING CERTIFICATION Part 3 Introdudction 00:02:00 Stress Management The Difference Between Stress & Anxiety 00:03:00 Short vs Long Term Stress 00:02:00 The Effects Of Stress & Anxiety On Your Body 00:05:00 Proven Stress Management Strategies & Techniques 00:03:00 The Benefits Of Calm Breathing 00:03:00 Breathing Exercise #1 - Three Part Breath 00:02:00 Breathing Exercise #2 - Bellows Breath 00:02:00 Progressive Muscle Relaxation 00:03:00 Complete PMR Routine 00:07:00 Sleep Sleeping For A Longer Life 00:04:00 Tips To Fall Asleep Faster 00:03:00 Supplements For Improved Sleep 00:02:00 Emotional Self Care What Is Emotional Self Care 00:05:00 How To Accept Yourself 00:03:00 Taming Your Inner Critic 00:06:00 Getting A Different Perspecitive 00:04:00 Acknowledging Your Qualities 00:03:00 Getting Rid Of Time Consuming Commitments 00:06:00 How To Say 'No' To Others 00:05:00 Resources Resources - Life Coach Training - Guideline For The Startup 00:00:00

Our goal with this course is to teach advanced Vietnamese.

Compliance Management Course will guide you to understand child psychology issues and development, including its various stages.

Accounting has various sectors. But have you ever thought of yourself as a Tax Accountant? If not, then start thinking about it now. You will be amazed when you hear the salary of a Tax Accountant, they typically get an amount of £55,000 - £75,000 per annum in the UK. However, tax accountants require excellent knowledge about their fields and quality skills. To help you acquire this knowledge, we carefully formulated this Tax Accounting course to demonstrate to you the tax system in the UK. In this course you will learn about the value tax, capital gain tax, corporation tax, inheritance tax and many more. Alongside that, it will discuss double-entry accounting, financial analysis and accounting management. These skills of taxation will help you fulfil your work efficiently. Furthermore, with the progression of studying this course, you will gain expertise in submitting a self-assessment tax return.  Thus, if you are keen to learn and advance your career, then sign up for this course right now. After completing the course, you will get a CPD- certificate of achievement, which will boost your employability. Join now! Learning Outcomes Get acquainted with the tax system and administration in the UK Know more about how to submit a self-assessment tax return Deepen your understanding of the fundamentals and advanced level of income tax Acquire detailed knowledge about value tax, capital gain tax, corporation tax, inheritance tax and many more Understand what double-entry accounting is Learn about the career opportunities as a Tax Accountant in the UK Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of Achievement. This certificate will be delivered to your doorstep through the post for £99. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment At the end of the course, there will be a final assessment. A set of questions will be provided, and you can complete these questions according to your convenient time. After you submit the assignment, our expert team will evaluate them and provide constructive feedback. Career path This course both enhances your skills and prepares you for future opportunities. Some of them are given in the down below: Tax Accountant Tax Administrator Tax Assistant Manager Tax Associate Auditor

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

Our advice in this course will help you become a better photographer.