38557 Courses in Cardiff delivered Online

Are you looking to enhance your Quickbooks skills? If yes, then you have come to the right place. Our comprehensive course on Quickbooks will assist you in producing the best possible outcome by mastering the Quickbooks skills. The Quickbooks course is for those who want to be successful. In the Quickbooks course, you will learn the essential knowledge needed to become well versed in Quickbooks. Our Quickbooks course starts with the basics of Quickbooks and gradually progresses towards advanced topics. Therefore, each lesson of this Quickbooks course is intuitive and easy to understand. Why would you choose the Quickbooks course from Compliance Central: Lifetime access to Quickbooks course materials Full tutor support is available from Monday to Friday with the Quickbooks course Learn Quickbooks skills at your own pace from the comfort of your home Gain a complete understanding of Quickbooks course Accessible, informative Quickbooks learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Quickbooks Study Quickbooks in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Quickbooks Course Quickbooks Curriculum Breakdown of the Quickbooks Course Getting prepared - access the software and course materials Getting started Setting up the system Nominal ledger Customers Suppliers Sales ledger Purchases ledger Sundry payments Sundry receipts Petty cash VAT - Value Added Tax Bank reconciliation Payroll / Wages Reports Tasks CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Quickbooks course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Quickbooks. It is also great for professionals who are already working in Quickbooks and want to get promoted at work. Requirements To enrol in this Quickbooks course, all you need is a basic understanding of the English Language and an internet connection. Career path The Quickbooks course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Quickbooks. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Ready to make JavaScript less of a mystery and more of a skill you actually understand? This Level 2 Diploma in JavaScript is a refreshing take on learning one of the most widely-used programming languages on the internet. Whether you're aiming to build dynamic websites or improve your coding fluency, this course delivers clarity and confidence without overwhelming you with jargon. It takes you through JavaScript’s essential concepts—like variables, functions, objects, loops, and logic—with a rhythm that’s structured for those who enjoy learning with purpose. Written with a modern developer's mindset in mind (but no flashy nonsense), this course avoids empty filler and gets straight to the core of what you need to know. Whether you're enhancing your knowledge or brushing up on what you forgot last Tuesday, each module builds logically on the last, encouraging solid, repeatable understanding. If JavaScript ever felt like an unsolvable puzzle, this diploma gives you the pieces in the right order—so things actually click. Learning outcomes: Upon completing the JavaScript Basics course, learners will be able to: Understand the fundamentals of JavaScript programming, including data types, variables, and functions. Create basic JavaScript programs to perform simple tasks, such as manipulating HTML elements and responding to user interactions. Develop a strong understanding of JavaScript scope and how to work with objects and arrays. Write more complex JavaScript programs using advanced programming concepts such as loops, conditionals, and events. Implement string manipulation and data validation in their JavaScript code. The JavaScript Basics course is designed to provide learners with a foundational understanding of JavaScript programming. This course is perfect for beginners who are interested in learning the basics of JavaScript, as well as developers who want to refresh their knowledge of the language. The course covers everything from the basics of JavaScript syntax to more advanced programming concepts such as events and loops. Learners will also gain practical experience by working on real-world examples and projects. This course is taught by industry experts who have years of experience in JavaScript development. They will provide learners with a comprehensive understanding of JavaScript programming and how it can be used to create interactive and dynamic web applications. The course is designed to be self-paced, allowing learners to work at their own speed and learn at their own convenience. ⊱⊱Level 2 Diploma in JavaScript Course Curriculum Section 01: JavaScript Introduction Section 02: JavaScript Examples Section 03: JavaScript Data Types Section 04: JavaScript Objects and Functions Section 05: Java Script Scope Section 06: JavaScript Events and String How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Beginners who want to learn the fundamentals of JavaScript programming. Developers who want to refresh their knowledge of JavaScript. Individuals who want to create dynamic and interactive web applications. Students who want to prepare for a career in web development. Professionals who want to expand their skillset and stay competitive in the job market. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Web Developer Front-End Developer Full-Stack Developer JavaScript Developer Software Engineer Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Unlock your professional potential with our Interpersonal Skills for Professional Development course. Enhance your communication, emotional intelligence, teamwork, and negotiation skills. Navigate cultural diversity, conflict resolution, and effective networking for career growth. Elevate your career with comprehensive training in the essential soft skills demanded by today's dynamic workplace.

Understanding Specific Learning Difficulties provides an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Understanding Specific Learning Difficulties will provide you with the right CPD Accredited proficiency that you'll need to succeed.Gain experience online and interact with experts. This can prove to be the perfect way to get notice by a prospective employer and stand out from the crowd. Understanding Specific Learning Difficulties has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Understanding Specific Learning Difficulties is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes.. Why choose Understanding Specific Learning Difficulties? Opportunity to boost your CV/Resume with CPD accredited proficiency Student ID card with amazing discounts - completely for FREE! (Postal charges will be applicable for international delivery) Instant results upon completion of each assessment Certificates available in both PDF and hard copy format Interactive, high-quality course content with 24/7 online access Full tutor support and learning assistance included. ***Course Curriculum*** Here are the topics you will cover on the Understanding Specific Learning Difficulties Course. ***Understanding Specific Learning Difficulties*** Module 01: Learning Support Assistant: Workplace & Work Learning Support Assistant: Workplace & Works Module 02: Teaching Methodologies Teaching Methodologies Module 03: Skills of a Learning Support Assistant Skills of A Learning Support Assistant Module 04: The Role and Responsibilities of the Learning Support Assistant The Role and Responsibilities of the Learning Support Assistant Module 05: SEN Teaching SEN Teaching Module 06: How to Support Pupils with Special Needs Part 1 Supporting Pupils with Special Needs (Part 01) Module 07: How to Support Pupils with Special Needs Part 2 How to Support Pupils with Special Needs Part-2 Module 08: Safeguarding Children & Young People Safeguarding Children and Young People Assessment Process Once you have finished the learning stages in the course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 5 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Dive into the captivating realm of children and youth behaviour with our course, 'Positive Behaviour in Children and Youth.' This course intricately weaves together knowledge and strategies, guiding learners through the significance of policies, the art of promoting positivity, and mastering the nuances of behaviour management. Delve deeper into recognising inappropriate behaviours, appreciate the myriad benefits of instilling positive values, and comprehend the pivotal roles of Teaching Assistants and teamwork in shaping the future of our young generation. Learning Outcomes Understand the importance and application of policies and procedures related to youth behaviour. Acquire techniques to encourage and uphold positive behaviour in children. Identify, address, and rectify inappropriate behaviours in educational settings. Recognise the benefits of embedding positive values in the younger generation. Comprehend the contributions of Teaching Assistants and the value of teamwork in behavioural settings. Why buy this Positive Behaviour in Children and Youth course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Positive Behaviour in Children and Youth there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Positive Behaviour in Children and Youth course for? Teachers aiming to improve classroom dynamics. Parents seeking strategies for better behaviour at home. Individuals aspiring to be Teaching Assistants. Childcare providers keen on enhancing their service quality. Team leaders in educational settings wishing to foster a harmonious environment. Prerequisites This Positive Behaviour in Children and Youth does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Positive Behaviour in Children and Youth was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Teacher: £24,000 - £41,000 Teaching Assistant (TA): £12,000 - £23,000 Child Behaviour Consultant: £30,000 - £45,000 Childcare Manager: £22,000 - £37,000 Education Welfare Officer: £25,000 - £40,000 School Counsellor: £27,000 - £42,000 Course Curriculum Module 01: Policies and Procedures Policies and Procedures 00:13:00 Module 02: Promote Positive Behaviour Promote Positive Behaviour 00:11:00 Module 03: Behaviour Management Behaviour Management 00:11:00 Module 04: Inappropriate Behaviour Inappropriate Behaviour 00:12:00 Module 05: Benefits of Positive Values Benefits of Positive Values 00:11:00 Module 06: Role of TA Role of TA 00:13:00 Module 07: Role of Teamwork Role of Teamwork 00:20:00

People visit leisure and recreation facilities to have a good time. Therefore, the leisure industry demands employees who have the skills and ability to offer a splendid time to the customers. If you are looking forward to pursuing a career in this industry, you must prepare yourself. The Leisure Management course will help you grasp the skills and knowledge to manage leisure facilities with expert hands. It will teach you all the tips and tricks to shine in this industry. The Leisure Management course is designed to provide you with the fundamental knowledge and skills for leisure management. From this course, you will learn the techniques to manage and maintain leisure facilities. The easy-to-follow modules will help you expand your knowledge of tourism, travel and leisure. In addition, you will acquire the skills to manage hotels and lodgings. Through this Leisure Management course, you will receive quality training on human rescue management for the leisure industry. You will understand the strategies to market leisure and recreation centres. It will also equip you with the key skills to ensure health and safety in leisure facilities. Enrol in the course and become competent in leisure management. Learning Objectives Learn the techniques to manage and maintain a facility Enrich your knowledge of travel, tourism and leisure Understand the process of managing hotel and lodgings Know the essentials of human resource management in the leisure industry Gasp valuable marketing skills for leisure and recreation Develop the ability and knowledge to ensure health and safety in the leisure facilities Who is this Course for? This Leisure Management course is ideal for aspiring professionals in this industry who wish to gain the relevant skills and knowledge to fast track their careers. It is for those who have little or no knowledge of the principles of leisure management or those who are new to the field and want to test their skills and knowledge. There are no entry requirements for this course; however, an eye for detail and a creative mind is essential. Entry Requirement This course is available to all learners of all academic backgrounds. A good understanding of the English language, numeracy and ICT are required to attend this course. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path On successful completion of the Leisure Management course, learners can progress to a more advanced program from our course list. Career opportunities in this field include freelancing or working in-house, within a range of professional settings, with the opportunity to earn a high salary. Related professions in this industry include: Event manager Fitness centre manager Personal trainer Theme park manager Tourism officer Tourist information centre manager Course Curriculum Module 01: Introduction to Leisure Management Introduction to Leisure Management 00:20:00 Module 02: Managing and Maintaining a Leisure Facility Managing and Maintaining a Leisure Facility 00:23:00 Module 03: Travel, Tourism and Leisure Travel, Tourism and Leisure 00:24:00 Module 04: Managing Hotel and Lodging Managing Hotel and Lodging 00:25:00 Module 05: Planning for Leisure Services Planning for Leisure Services 00:18:00 Module 06: Leadership in Leisure Industry Leadership in Leisure Industry 00:16:00 Module 07: Human Resource Management in Leisure Industry Human Resource Management in Leisure Industry 00:13:00 Module 08: Marketing of Leisure and Recreation Marketing of Leisure and Recreation 00:29:00 Module 09: Health, Safety and Welfare Health, Safety and Welfare 00:11:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Nutrition isn't just about what’s on your plate—it’s a core element of how the human body functions, adapts, and stays resilient over time. This course offers a refreshing take on the science behind nutrition and its influence on overall wellbeing. Through engaging modules, learners will explore how essential nutrients affect everything from metabolism and immune response to mental clarity and long-term vitality. It’s designed to help you connect the dots between dietary choices and their ripple effects across bodily systems—without veering into complex jargon or fads. Whether you're looking to broaden your understanding or simply wish to separate myths from facts, this course delivers clear, well-organised content that’s easy to digest (pun intended). With a balanced mix of scientific principles and everyday relevance, you’ll gain the foundational knowledge needed to make informed decisions about nutrition—for yourself or others. No over-the-top health trends, no fluff—just solid, thoughtful learning that fits comfortably into your schedule. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum of Nutrition in Human Health Module 01 : Introduction to Nutrition and Health Module 02 : Nutrition in Fitness and Health Module 03 : Nutrition through Life Module 04 : Micronutrients - Introduction to Minerals Module 05 : Micronutrients - Benefits of Vitamins Module 06 : Macronutrients - Nutrients in Food and Their Role in Health Learning Outcomes: Comprehend the fundamental link between nutrition and human health. Analyze the impact of nutrition on fitness and its role in promoting well-being. Evaluate nutritional needs across various life stages, from infancy to adulthood. Differentiate between essential minerals and grasp their significance for health. Uncover the benefits of vitamins and their vital contributions to overall health. Examine macronutrients in food, understanding their roles in sustaining well-being. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Health enthusiasts seeking a deeper understanding of nutrition. Individuals keen on making informed, health-conscious choices. Parents and caregivers interested in providing optimal nutrition for their families. Fitness professionals aiming to enhance their knowledge base. Students pursuing studies in health-related fields. Anyone curious about the impact of nutrition on human well-being. Individuals considering a career in nutrition consulting or advisory roles. Those looking to expand their knowledge of minerals, vitamins, and macronutrients. Career path Nutrition Consultant Wellness Coach Health Educator Dietetic Assistant Fitness Instructor Community Health Worker Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

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Overview Learn about Basic Electricity, Ohm's Law and Circuit Analysis Diploma from industry experts and boost your professional skill. This Basic Electricity, Ohm's Law and Circuit Analysis Diploma course will enhance your skill and make you ready for the job market. You'll get expert opinions about the best practices and problems of Basic Electricity, Ohm's Law and Circuit Analysis Diploma. You'll also gain the skills of Basic Electricity, Ohm's Law and Circuit Analysis Diploma to excel in your job and tips to master professional skills in no time.  You'll be connected with the community of Basic Electricity, Ohm's Law and Circuit Analysis Diploma professionals and gain first-hand experience of Basic Electricity, Ohm's Law and Circuit Analysis Diploma problem-solving. The Basic Electricity, Ohm's Law and Circuit Analysis Diploma  is self-paced. You can complete your course and attend the examination in your suitable schedule. After completing the Basic Electricity, Ohm's Law and Circuit Analysis Diploma, you'll be provided with a CPD accredited certificate which will boost your CV and help you get your dream job. This Basic Electricity, Ohm's Law and Circuit Analysis Diploma will provide you with the latest information and updates of Basic Electricity, Ohm's Law and Circuit Analysis Diploma. It will keep you one step ahead of others and increase your chances of growth. Why buy this Basic Electricity, Ohm's Law and Circuit Analysis Diploma? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Basic Electricity, Ohm's Law and Circuit Analysis Diploma you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Basic Electricity, Ohm's Law and Circuit Analysis Diploma does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Basic Electricity, Ohm's Law and Circuit Analysis Diploma was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Basic Electricity, Ohm's Law and Circuit Analysis Diploma is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Ch - 00 Intro Basic Electricity Ch - 00 Intro Basic Electricity 00:08:00 Ch - 01 The Nature of Electricity Ch - 01 The Nature of Electricity 00:20:00 Ch - 02 Conductors & Insulators Ch - 02 Conductors & Insulators 00:08:00 Ch - 03 Current and Electric Circuits Ch - 03 Current and Electric Circuits 00:13:00 Ch - 04 Ohm's Law Ch - 04 Ohm's Law 00:06:00 Ch - 05 Electric Power Ch - 05 Electric Power 00:12:00 Ch - 06 Series & Parallel Circuits Ch - 06 Series & Parallel Circuits 00:18:00 Ch - 07 Circuit Theorems Ch - 07 Circuit Theorems 01:31:00 Ch - 08 Electric Fields and Capacitance Ch - 08 Electric Fields and Capacitance 00:26:00 Ch - 09 Magnetism and Inductance Ch - 09 Magnetism and Inductance 00:49:00 Ch - 10 Transient Response Capacitors & Inductors Ch - 10 Transient Response Capacitors & Inductors 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