Overview This comprehensive course on Chinese ABC for Beginners will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Chinese ABC for Beginners comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Chinese ABC for Beginners. It is available to all students, of all academic backgrounds. Requirements Our Chinese ABC for Beginners is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 12 lectures • 01:37:00 total length •Introduction Basic Greetings: 00:12:00 •The Basic Vocabularies You must know: 00:27:00 •The Overview of Chinese Language: 00:17:00 •How does Chinese language build up like the LEGOO game?: 00:10:00 •Our Unique way to learn PinYin in 10 Minutes: 00:14:00 •Basic Chinese Grammar: 00:01:00 •How to write Chinese Characters in 5 Minutes?: 00:13:00 •HSK 1 Advance Level- Test Your Chinese Vocabulary Level according HSK V2020-05: 00:01:00 •03 Learn How to Speak Mandarin Chinese in 10 Hours Part 3 Date and Time: 00:01:00 •HSK 1 H10902 L1 Q01-05 Listen and Choose the Correct Answer: 00:01:00 •Resource: 00:00:00 •Assignment - Chinese ABC for Beginners: 00:00:00
Overview This comprehensive course on Child Psychology Diploma | Online Course will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Child Psychology Diploma | Online Course comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Child Psychology Diploma | Online Course. It is available to all students, of all academic backgrounds. Requirements Our Child Psychology Diploma | Online Course is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 16 lectures • 05:02:00 total length •Module 01: Child Psychology and Its Major Context: 00:03:00 •Module 02: Understanding Child Development: 00:21:00 •Module 03: The Scope and Stages of Child Development: 00:04:00 •Module 04: The Areas of Child Development: 00:03:00 •Module 05: Erikson's Theory of Child Development: 00:03:00 •Module 06: Attachment and Relationship Building in Childhood: 00:35:00 •Module 07: Impacts of Separation and Loss of Attachment: 00:24:00 •Module 08: Factors That Influence Development: 00:26:00 •Module 09: Cognitive Development: 00:20:00 •Module 10: Social and Emotional Development: 00:34:00 •Module 11: Moral and Ethical Development in Children: 00:17:00 •Module 12: Personality and Intellectual Development in Children: 00:31:00 •Module 13: Language Development: 00:23:00 •Module 14: Problems of Infancy: 00:14:00 •Module 15:Problems in Childhood and Adolescence: 00:22:00 •Module 16: Problems of Adolescence: 00:22:00
Overview This comprehensive course on Epilepsy Awareness will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Epilepsy Awareness comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Epilepsy Awareness. It is available to all students, of all academic backgrounds. Requirements Our Epilepsy Awareness is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 10 lectures • 03:25:00 total length •Introduction to Epilepsy: 00:22:00 •Causes of Epilepsy: 00:25:00 •What Is Seizure?: 00:21:00 •Treatment of Seizures: 00:24:00 •Diagnosis of Epilepsy: 00:26:00 •Management of Epilepsy: 00:23:00 •Pharmacological Managementof Epilepsy: 00:19:00 •How Behavioural Changes Affect Epilepsy?: 00:21:00 •Risk Management and Support Needs: 00:24:00 •Assignment - Epilepsy Awareness: 00:00:00
Overview This comprehensive course on Enterprise Risk Management and ISO 31000 Income will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Enterprise Risk Management and ISO 31000 Income comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Enterprise Risk Management and ISO 31000 Income. It is available to all students, of all academic backgrounds. Requirements Our Enterprise Risk Management and ISO 31000 Income is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 5 sections • 15 lectures • 02:13:00 total length •What is Risk and Risk Management?: 00:09:00 •Why Manage Risk?: 00:09:00 •Why Manage Risk?: 00:09:00 •Overview of ISO 31000 Principles, Framework and Process: 00:05:00 •Overview of COSO ERM 2013 Framework: 00:08:00 •Communication and Consultation: 00:05:00 •Establishing the Context: 00:03:00 •Risk Identification - Process and Tools: 00:16:00 •Risk Analysis - Process and Tools: 00:20:00 •Risk Evaluation - Process and Tools: 00:08:00 •Risk Treatment - Process and Tools: 00:12:00 •Monitoring and Review - Process and Tools: 00:09:00 •Risk Management Maturity and Aware Culture: 00:12:00 •Risk Managing Supply Chain Risk: 00:08:00 •Assignment - Enterprise Risk Management and ISO 31000: 00:00:00
Overview Learn the basic fundamental concepts of electricity and DC circuit analysis and kickstart your career in the electrical industry by enrolling in our Electricity & Circuit Analysis Level 3 course.This comprehensive course covers all the basics of electricity to give you a deep understanding of capacitors and inductors of DC circuits, and equipping you with the skills needed to efficiently create and solve a system of independent equations following the fundamental laws of electricity.Designed by industry professionals, the course enables you to learn quickly and efficiently. After your successful completion, you will be equipped with strongly developed knowledge and skills to solve a series and parallel circuits using ohm's law. You will learn about electrical properties such as electric and magnetic fields, how capacitors and inductors work, and much more. 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? There is no experience or previous qualifications required for enrolment on this Electricity & Circuit Analysis Level 3. It is available to all students, of all academic backgrounds. Requirements Our Electricity & Circuit Analysis Level 3 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 11 lectures • 04:21:00 total length •Intro Basic Electricity: 00:08:00 •The Nature of Electricity: 00:20:00 •Conductors & Insulators: 00:08:00 •Ch - 03 Current and Electric Circuits: 00:13:00 •Ch - 04 Ohm's Law: 00:06:00 •Ch - 05 Electric Power: 00:12:00 •Ch - 06 Series & Parallel Circuits: 00:18:00 •Ch - 07 Circuit Theorems: 01:31:00 •Ch - 08 Electric Fields and Capacitance: 00:26:00 •Ch - 9 Magnetism and Inductance: 00:49:00 •Ch - 10 Transient Response Capacitors & Inductors: 00:10:00
Overview This comprehensive course on Draw Cartoon Characters will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Draw Cartoon Characters comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Draw Cartoon Characters. It is available to all students, of all academic backgrounds. Requirements Our Draw Cartoon Characters is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 21 lectures • 06:53:00 total length •Introduction: 00:04:00 •Lesson 1: Loosen your hand to start drawing: 00:07:00 •Lesson 2: How to draw perspective using a sphere: 00:27:00 •Lesson 3: How to draw cubes in perspective to draw cartoony legs: 00:19:00 •Different approaches to draw a cartoon elephant: 00:43:00 •Draw advanced cartoon character in different poses - Part 1, Happy Elephant: 00:30:00 •Draw poses of a cartoon elephant - Part 2 Sad Emotions: 00:26:00 •Draw different cat designs - a cartoon cat with defined features: 00:18:00 •Draw a stylized cat: 00:14:00 •Draw cartoon cat with more human-like features: 00:19:00 •Draw cartoon cat with evil look: 00:19:00 •How to bring to life even a very simplistic character: 00:51:00 •Draw a advanceed cartoon bunny: 00:14:00 •Prepare some general facial expressions: 00:13:00 •Happy Bunny: 00:22:00 •Sad, angry Bunny: 00:21:00 •Cheeky Bunny: 00:12:00 •Draw a Turnaround: 00:22:00 •Bonus: How to Draw proportions when posing the character: 00:18:00 •Draw your own hands: 00:09:00 •How to draw cartoony Fox: 00:05:00
Overview Learn how to feed your dog a raw diet for optimum health by enrolling in our best-selling Dog Raw Diet Training - Level 2 course.Through this course, you will gain the fundamental knowledge and skills to formulate a completely raw diet that meets your dog's nutrient requirements.The course educates you on the benefits of raw feeding for dogs. After course completion, you will be able to switch feeding your dog from conventional to raw feedings. You will have the skills to select the best bones to feed your dog and manage your dog's weight. Ensure your dog's health and wellbeing by enrolling 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? There is no experience or previous qualifications required for enrolment on this Dog Raw Diet Training - Level 2. It is available to all students, of all academic backgrounds. Requirements Our Dog Raw Diet Training - Level 2 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 7 sections • 18 lectures • 00:58:00 total length •These 2 Dogs Changed My Life And Career: 00:03:00 •Here's what you'll get from this course: 00:03:00 •What BARF Is And The Principles Of Feeding This Way: 00:00:00 •What Type Of Bones Should You Feed Your Dog? Here's The Answer: 00:00:00 •These Foods Are Also Important To Include: 00:00:00 •How Much Should You Feed Your Dog? You'll Find Out Here: 00:00:00 •This Is What You'll Need To Get Started: 00:00:00 •Please Read This First Before Watching The Next Sections: 00:00:00 •Shattering The Myths About Raw Feeding: 00:00:00 •More Raw Feeding Myths Shattered 1: 00:05:00 •More Raw Feeding Myths Shattered 2: 00:04:00 •More Raw Feeding Myths Shattered 3: 00:07:00 •What The Raw Meaty Bones Feeding Method Is And How It Differs To BARF: 00:07:00 •How To Start Feeding Your Dog Raw Meaty Bones: 00:10:00 •How To Switch To A Raw Diet: 00:03:00 •Raw Food Supplier List: 00:04:00 •Additional Supplier List: 00:03:00 •Ready Made BARF: 00:09:00
Overview This comprehensive course on Diversity Training - Online Course will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This Diversity Training - Online Course comes with accredited certification, which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Diversity Training - Online Course. It is available to all students, of all academic backgrounds. Requirements Our Diversity Training - Online Course is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 8 lectures • 04:22:00 total length •Module 01: Introduction to Diversity: 00:34:00 •Module 02: Factors that Create Diversity: 00:31:00 •Module 03: Prejudice, Stereotyping & Discrimination: 00:30:00 •Module 04: Unconscious Biases: 00:41:00 •Module 05: Avoiding Unconscious Biases: 00:33:00 •Module 06: New Paradigms in Workplace Diversity: 00:32:00 •Module 07: Diversity Training & Its Limitations: 00:31:00 •Module 08: Dealing with Diversity: 00:30:00
Overview Gain expert tuition in Hairdressing and Barbering and begin a new and exciting career in the UK beauty industry. This comprehensive course covers all aspects of unisex hairstyling and will provide you with the perfect experience for working in a salon or starting a business. The Diploma in Hairdressing and Hair Cuttingcourse presents multiple tips and recommendations over a range of online modules. You will be taught all relevant skills from cutting, colouring, plaiting, and cleaning hair, to trimming beards and engaging in lively consultations with your clients. It will empower you to promote your acquired talents and put yourself in the local hair care marketplace. 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? There is no experience or previous qualifications required for enrolment on this Diploma in Hairdressing and Hair Cutting. It is available to all students, of all academic backgrounds. Requirements Our Diploma in Hairdressing and Hair Cutting is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 4 sections • 27 lectures • 06:56:00 total length •Who are Barbers: 00:10:00 •Anatomy of the skull: 00:05:00 •Hair Type: 00:05:00 •Face shapes, Characteristics & Style concepts: 00:05:00 •Tools of the Trade (Barbers): 01:15:00 •Hair Salon Equipments & Furnitures: 00:05:00 •Code of Practices for Barbering Services: 00:45:00 •Safe Startup Guide for Barbers: 00:35:00 •Shaving: 00:35:00 •Cutting the Hair: 00:05:00 •Cutting: Barber Skills & Techniques: 00:35:00 •Cutting hair - One length hair: 00:13:00 •Cutting hair - Uniform Layer: 00:11:00 •Cutting hair - Short graduation: 00:13:00 •Cutting hair - Long graduation: 00:12:00 •Cutting hair - Curly hair: 00:10:00 •Cutting hair - Fringes: 00:12:00 •About Of Hair Style: 00:05:00 •Check Out Your Face Shape: 00:08:00 •Choosing Your Style On Your Shape: 00:07:00 •Best Hairstyles For A Long Face: 00:08:00 •Best Hairstyles For A Square Face: 00:20:00 •Best Hairstyles For A Round Face: 00:06:00 •Best Hairstyles For A Heart Shaped Face: 00:06:00 •How To Love Your Style: 00:05:00 •Glossary of Cuts: 00:10:00 •Shampooing: 00:10:00
Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00