58765 Courses

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 Resource Planning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Enterprise Resource Planning 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 Resource Planning. It is available to all students, of all academic backgrounds. Requirements Our Enterprise Resource Planning 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 6 sections • 42 lectures • 01:55:00 total length •Operations of an Economic Entity: Enterprise Resource Planning: 00:03:00 •The Hierarchical Perspective: 00:02:00 •Enterprise Resource Planning ERP: 00:01:00 •Technology's Role in Business: 00:03:00 •Types of Information Systems: 00:03:00 •Interrelations between Systems: 00:01:00 •Functional IT Systems: 00:01:00 •Enterprise Resource Planning: External Priorities: 00:02:00 •Why ERP?: 00:02:00 •Overall Implementation Requisites for ERP: 00:02:00 •Challenges of ERP Implementation in Business: 00:02:00 •Senior and Project Management: 00:03:00 •Critical Factors for Successful ERP Implementation: 00:07:00 •Implementation Steps: 00:03:00 •ERP: Integration and Supply Chain Support: 00:02:00 •Web Services Integration Options: 00:02:00 •Market Information and Sales Orders: 00:02:00 •Benefits of the Marketing Information System: 00:02:00 •Customer Relationship Management: 00:02:00 •Customer Relationship Management Functions: 00:02:00 •ERP: HR Planning and Utilization: 00:03:00 •What is an HRIS?: 00:05:00 •ERP: Electronic Commerce - Accounting System Interface: 00:04:00 •E-Commerce Supply Chain Management Solutions: 00:04:00 •Problems in ERP and E-Commerce Integration: 00:01:00 •Operational Indicator, KPI's and Metrics: 00:03:00 •What is Metrics?: 00:01:00 •Need for Metrics in Testing and Quality Analysis: 00:01:00 •Metrics Continued: 00:04:00 •What are Quality Metrics?: 00:03:00 •Tips of Selection of Quality Metrics: 00:02:00 •Lead, Spot & Lagged Indicators - Drive, Monitor & Report Indicators: 00:05:00 •Lean Manufacturing and Agility: 00:05:00 •Quantitative vs. Qualitative Indicators and Measurement Scope: 00:02:00 •Measurement and Presentation Tools: 00:02:00 •Mechanisms of Success: 00:03:00 •Monitoring, Evaluation and Reporting: 00:05:00 •Balanced Scorecard Perspectives: 00:04:00 •Strategy Mapping: 00:03:00 •Balanced Scorecards vs. Dashboards: 00:04:00 •Metrics Measurements: IT Systems in ERP: 00:04:00 •Assignment -Operations Management: Enterprise Resource Planning: 00:00:00

Overview The perception of energy and its sources have changed forever. Learn the principles of sustainable power and step into new career opportunities. By taking this course, you will attain a complete appreciation of the energy industry and your role as a consultant. This Energy Consultant Course Level 3 course provides the full range of knowledge that you will need to operate as an influential advisor in this area. This means you will be trained to understand the uses and limits of environmentally friendly power and its many forms. From solar energy to wind turbine technology, you will be in the perfect place to help clients with their choices. 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 Energy Consultant Course Level 3. It is available to all students, of all academic backgrounds. Requirements Our Energy Consultant Course 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 10 sections • 10 lectures • 03:41:00 total length •An Introduction to Sustainable Energy: 00:16:00 •Solar Energy: Thermal: 00:17:00 •Solar Energy: Photovoltaics: 00:22:00 •Wind Energy: 00:26:00 •Bioenergy: 00:27:00 •Geothermal Energy: 00:25:00 •Tidal Energy: 00:22:00 •Environmental Impacts: A Global and Regional Assessment: 00:26:00 •Renewable Energy and Sustainable Development: 00:21:00 •The Future of Renewable Energy in the UK into the 2020s and Beyond: 00:19:00

Overview Speak Your Way to Success: Master communication and land your ideal job.Tired of walking through emails and freezing during interviews? With our Effective Communication Skills course, you can overcome your career stumbling blocks and become a communication powerhouse. Landing your ideal job with confidence. Commanding attention in any gathering. Charming interviewees and establishing trust. No more awkward silences. We will provide you with practical tools and strategies for mastering body language, active listening, and clear pronunciation. How will I get my certificate? Upon successful completion of the Effective Communication Skills course, obtaining your certificate is a straightforward process. Here's how it works: Course Completion: Once you've successfully finished the course, you'll be eligible to receive your certificate. Order Your Certificate: You can conveniently order your certificate directly through our platform. Who is this course for? Effective Communication Skills is specially designed for a variety of learners: Open to all: No prior experience or certifications are required. Inclusive Learning: Welcoming students from various academic backgrounds. Universal Accessibility: Open to everyone interested in studying Effective Communication Skills. Requirements Our Effective Communication Skills course is designed for maximum flexibility and accessibility: It is optimised for use on PCs, Macs, laptops, tablets, and smartphones. Study easily on your tablet or smartphone, accessible with any Wi-Fi connection. No time limit for completion, study at your own pace and on your own schedule. Basic English proficiency is required to ensure effective learning. This course structure allows for a convenient and adaptable learning experience. Career path Having Effective Communication Skills qualifications will increase the value in your CV and open you up to multiple sectors, such as: Customer Service: £20k - £35k Sales Executive: £25k - £50k (inc. commissions) HR Specialist: £30k - £45k Project Manager: £40k - £70k Course Curriculum 2 sections • 15 lectures • 02:18:00 total length •Introduction To Communication - Goals & Benefits: 00:07:00 •Key Principles Of Communication: 00:14:00 •We are Always Communicating: 00:17:00 •Fundamentals Of Communication - Part 1: 00:06:00 •Fundamentals Of Communication - Part 2: 00:08:00 •Great Communication Tips - Part 1: 00:14:00 •Great Communication Tips - Part 2: 00:19:00 •Self-Talk & Powerful Language: 00:10:00 •Miscommunication: 00:06:00 •Still MORE Great Tips! Part 1: 00:12:00 •Still MORE Great Tips! Part 2: 00:08:00 •Still MORE Great Tips! Part 3: 00:05:00 •Final Thoughts and Suggestions: 00:06:00 •PROMO Communication (BEST): 00:06:00 •Order your Certificate: 00:00:00

Overview Enrol in our Dog Walking Course Level 3 today and build the necessary skills, knowledge and experience to transform your career. The Dog Walking Course Level 3 could enhance your continuing professional development thus propelling you more towards your dream job. This Dog Walking Course Level 3 could be your key, if you are interested in a long term career in the field of Dog Walking Course Level 3. This Dog Walking Course Level 3 course consists of a number of easy to digest, in-depth modules which are designed to provide you with detailed knowledge on Dog Walking Course Level 3. This Dog Walking Course Level 3 aims to accompany you through your journey to help you become a master of Dog Walking Course Level 3. Learn through a mixture of interactive lessons and online study materials. 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 Walking Course Level 3. It is available to all students, of all academic backgrounds. Requirements Our Dog Walking Course 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 12 sections • 12 lectures • 04:08:00 total length •Introduction to Pet Sitting: 00:09:00 •Licences and Legislation: 00:18:00 •Setting up your own Pet Sitting Business: 00:24:00 •Managing your Pet Sitting Business: 00:22:00 •Getting to Know the Dogs & Puppies: 00:21:00 •Dog Walking: 00:19:00 •Getting to Know the Kittens and Cats: 00:28:00 •Learning about Birds: 00:20:00 •Specific Information on Rabbits & Guinea-Pigs: 00:16:00 •Specific Information on Ornamental Fish: 00:26:00 •Specific Information on Reptiles: 00:23:00 •Safety and Emergencies: 00:22:00

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 Diploma in PHP Web Development will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Diploma in PHP Web Development 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 Diploma in PHP Web Development. It is available to all students, of all academic backgrounds. Requirements Our Diploma in PHP Web Development 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 5 sections • 39 lectures • 12:08:00 total length •Introduction: 00:06:00 •Module 01: Setup a PHP Environment using XAMPP: 00:16:00 •Module 02: Install Composer Package Manager: 00:03:00 •Module 03: Visual Studio Code - Web Development Add ons: 00:12:00 •Module 04: Create a GitHub Account: 00:13:00 •Module 05: Create a Heroku Account: 00:08:00 •Module 01: How PHP Works: 00:29:00 •Module 02: IFELSE Statements: 00:19:00 •Module 03: Switch Statements: 00:09:00 •Module 04: FOR Loop: 00:10:00 •Module 05: WHILE AND DOWHILE Loops: 00:14:00 •Module 06: PHP Arrays and Manipulation: 00:13:00 •Module 07: String Manipulation Functions: 00:28:00 •Module 08: Date and Time Manipulation Functions: 00:15:00 •Module 09: User Defined Functions: 00:22:00 •Module 10: PHP Include and Require: 00:22:00 •Module 11: PHP Website Layout - With Bootstra: 00:23:00 •Module 12: Add Project to Github: 00:08:00 •Module 13: Publish Website to Heroku: 00:20:00 •Module 01: Project and Website Setup: 00:21:00 •Module 02: Create a Bootstrap 4 Form: 00:28:00 •Module 03: PHP Form - $_GET Action: 00:23:00 •Module 04: PHP Form - $_POST Action: 00:11:00 •Module 05: Design Database with phpMyAdmin: 00:19:00 •Module 06: Connect to Database using PHP PDO: 00:18:00 •Module 07: Save Records to Database: 00:38:00 •Module 08: View Database Records: 00:36:00 •Module 09: View One Record's Details: 00:28:00 •Module 10: Update Database Records: 00:34:00 •Module 11: Delete Database Records: 00:11:00 •Module 12: Final Touches: Form Validation, Error Messages, Success Messages: 00:17:00 •Module 13: Create Heroku App and Remote Database: 00:21:00 •Module 14: Setup Authentication Tables in Database: 00:20:00 •Module 15: Setup Login and Authentication: 00:29:00 •Module 16: Control User Access: 00:08:00 •Module 17: Sending Confirmation Emails: 00:31:00 •Module 18: Upload Profile Pictures: 00:31:00 •Module 19: Final Touches: 00:14:00 •Resources - Modern PHP Web Development: 00:00:00

Overview This comprehensive course will help you become more proficient in Digital Photography by giving you in-depth knowledge of the field. Upon completion of this course, you will have the abilities expected by the industry. Your CV will look much better and you will be more employable after completing this course and earning an official CPD certification. Enrol right away to enhance your digital photography profession. How will I get my certificate? A few crucial actions must be taken in order to receive your certificate in the Digital Photography course: During or after the course, finish an online quiz or written test. Complete these tests to show that you understand the subject. Upon completion of the course, you will be qualified for certification. This certification serves as official recognition of your accomplishment. Who is This course for? There is no experience or previous qualifications required for enrolment on this Digital Photography. It is available to all students, of all academic backgrounds. Requirements Our Digital Photography 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 advance in your career. Digital Photography course will help you get job from - Photographer Assistant: £16,000 - £25,000 annually. Freelance Photographer: £20,000 - £40,000 annually. Photojournalist: £20,000 - £50,000 annually. Commercial Photographer: £25,000 - £60,000 annually. Photography Studio Manager: £25,000 - £45,000 annually. And much more! Course Curriculum 1 sections • 12 lectures • 00:45:00 total length •Intro: 00:01:00 •How Does a Camera Work: 00:02:00 •Aperture: 00:07:00 •Shutter Speed: 00:06:00 •ISO: 00:04:00 •Exposure Triangle: 00:05:00 •Lights & Filters: 00:03:00 •White Blance: 00:03:00 •File Types: 00:03:00 •Photo Resolution & Quality: 00:03:00 •Composition: 00:06:00 •Conclusion: 00:02:00

Overview This comprehensive course on Deprivation of Liberty Safeguards will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Deprivation of Liberty Safeguards  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 Deprivation of Liberty Safeguards. It is available to all students, of all academic backgrounds. Requirements Our Deprivation of Liberty Safeguards 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 8 sections • 8 lectures • 01:18:00 total length •Introduction to Deprivation of Liberty: 00:10:00 •Deprivation of Liberty Safeguards: 00:10:00 •Mental Capacity Act & DoLS: 00:10:00 •Authorised Deprivation of Liberty: 00:10:00 •Urgent Authorisation: 00:08:00 •Assessment Process: 00:12:00 •DoLS in Hospitals & Care Homes: 00:10:00 •Important Roles Relating to DoLS: 00:08:00

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