31750 Courses in Cardiff delivered Online

***Transform Yourself: From Beginner to Legal Secretary in One Course*** Did you know according to a recent report, the demand for Legal Secretaries is expected to grow by 5% in the next few years? This essential role provides the foundation for a successful legal career. If you're looking to step into the exciting world of law, this legal course comprehensive course equips you with the knowledge and skills to thrive as a Legal Secretary. This Legal Secretary - Legal Office Administration and Support course is designed to provide a theoretical grounding in all the key areas a Legal Secretary needs to excel. Through a series of engaging modules, you'll gain a thorough understanding of English Law, legal terminology, and essential secretarial practices. Learning Outcomes By the end of this Legal Secretary - Legal Office Administration and Support course, you will be able to: Gain a thorough understanding of the legal secretary's role and responsibilities within a legal practice. Develop a strong foundation in English Law and the legal systems that govern the UK. Master the fundamentals of contract law, tort law, wills & probate, property law, criminal law, and family law. Hone your skills in professional writing, document creation, proofreading, and editing. Learn effective meeting management, minute-taking techniques, and data management practices. Develop a comprehensive understanding of human rights and their application in legal contexts. Key Highlights for Legal Secretary - Legal Office Administration and Support Course: CPD QS Accredited Proficiency with this Legal Secretary course. After successfully completing the Legal Secretary course, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials of this Legal Secretary course. The online test with immediate results You can study and complete the Legal Secretary course at your own pace. Study for the Legal Secretary course using any internet-connected device, such as a computer, tablet, or mobile device. This Legal Secretary - Legal Office Administration and Support course is your gateway to a fulfilling career as a Legal Secretary. Throughout the course, you'll delve into various legal areas, including contract law, tort law, wills & probate, property law, criminal law, family law, and business law. You'll gain insights into the legal systems within the UK and explore the intricacies of legal documents. The Legal Secretary course also emphasizes the importance of communication, interpersonal skills, and organization, all essential for success as a Legal Secretary. Furthermore, you'll develop proficiency in document proofreading, editing, and minute-taking, ensuring accuracy and efficiency in your daily tasks. The Legal secretary course also covers essential secretarial skills like data management, record-keeping, and meeting management, equipping you to provide exceptional support to lawyers and legal teams. Curriculum Breakdown of the Legal Secretary - Legal Office Administration and Support Course Module 01: Introduction to Legal Secretary Module 02: English Law & Legal Systems Module 03: Law of Contract & Law of Tort Module 04: Wills, Probate, Estate Law Module 05: Property Law & Conveyancing Practice Module 06: Criminal Law Module 07: Understanding Criminal Psychology Module 08: Contract & Business Law Module 09: Family Law and Insurance Practice Module 10: Conflict and Conflict Resolution Module 11: Professional Writings and Documents Module 12: Document Proofreading and Editing Module 13: Meeting Management & Minute Taking Module 14: Data Management and Record-Keeping Module 15: Other Essential Skills for Secretarial Role Module 16: Human Rights CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Legal Secretary - Legal Office Administration and Support course is suitable for: Individuals with an interest in a career in law. Those seeking to become a Legal Secretary. Professionals looking to enhance their legal knowledge and secretarial skills. Graduates seeking entry-level positions in the legal sector. Career changers interested in transitioning into the legal field. Anyone who wants to gain a foundational understanding of the legal system. Requirements There are no specific prerequisites for this Legal Secretary - Legal Office Administration and Support However, a basic understanding of legal terminology and strong written communication skills will be beneficial. Career path This Legal Secretary - Legal Office Administration and Support course provides a strong foundation for a fulfilling career as : Paralegal Legal Assistant Solicitor (with further qualifications) Legal Compliance Officer Legal Consultant Legal Case Manager ***Enroll today and take the first step towards becoming a successful Legal Secretary!*** 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

A personal trainer is someone who develops and delivers safe and effective exercise programmes for seemingly healthy individuals and groups, as well as those who have medical clearance to exercise. They motivate clients by working together to set goals, providing meaningful feedback, and being a trustworthy source of accountability. Do you have an interest in the fitness trainer profession? Are you looking for the best Personal Trainer Essentials certification in the industry? If this is the case, you should not be concerned. We are here to meet your needs. Our professionals created this course to provide you with advanced skills, knowledge, and confidence to help you build a long-term career in this field. This Personal Trainer Essentials course is ideal for those who are currently working or hoping to start a career in the trainer profession. This course is also appropriate for anyone with an interest in or desire to learn a variety of fundamental skills required to become a successful personal trainer. This course is a comprehensive, online course that will provide you with a complete understanding of the topic. Why Choose Personal Trainer Essentials Bundle Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. This Personal Trainer Essentials Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Courses are included in this Personal Trainer Essentials Bundle Course*** Course 01: Personal Trainer Course 02: Level 5 Diet and Nutrition Advanced Diploma Course 03: Level 5 Diploma in Nutrition Course Course 04: Level 5 Nutritional Therapy Course Course 05: Nutrition Course (Level 3 Certificate) Course 06: Level 2 Award in Nutrition and Health Course 07: Level 2 Certificate in Understanding Nutrition and Health ***Other Benefits of Personal Trainer Essentials Bundle Course*** Free 7 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate will provide as soon as completing the Personal Trainer Essentials course ] Detailed course curriculum *** Personal Trainer Essentials *** Module 1: Professionalism and Presentation Module 2: Planning a Personal Training Session Module 3: Delivering a Personal Training Session Module 4: Skeletal Articulations and Joint Movement Module 5: Injury Prevention Module 6: Muscular System Module 7: Energy Systems Module 8: Cardiorespiratory System Module 9: Nervous System Module 10: Hormonal Responses to Exercise Module 11: Health and Fitness Assessment Module 12: Psychological Aspects of Personal Training Module 13: Nutrition Module 14: Training Adaptations Module 15: Exercise Planning and Programming -------------------- Assessment Method After completing each module of the Personal Trainer Essentials Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this Personal Trainer Essentials course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This course is designed for those who want to learn the skills needed to start a successful career in the fitness industry. Our Personal Trainer Essentials course is also suitable for anyone interested in learning the science of weight loss and developing the ideal workout routine to achieve their long-term fitness goals. Requirements There are no specific requirements for this Personal Trainer Essentials course because it does not require any advanced knowledge or skills. Students who intend to enrol in this Personal Trainer Essentials course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path After completing Personal Trainer Essentials course, you will have the necessary knowledge and skillset to start your training business. You can also make it a full-time job by working in gyms, clients' homes, fitness centres, and other professional settings. Such as: Personal-Trainer Fitness Coach Fitness instructor Gym Instructor etc. Certificates Certificate of completion Digital certificate - Included

Level 3 Diploma in Hospitality and Tourism Management Level 3 Hospitality Management course is a comprehensive online course that will provide you with a complete understanding of the Hospitality management sector and your key roles within it. This position of a hospitality manager requires a service-minded professional attitude. Enrol in our Level 3 Hospitality Management course today to pursue your dreams and gain the experience, skills, and knowledge required to advance your professional development. Our Level 3 Hospitality Management course will help you arm yourself with the qualities you need to work towards your dream job in hospitality management. This Level 3 Diploma in Travel & Tourism is designed for anyone who wants to turn a lifelong passion for travel into a rewarding career. Through this Level 3 Diploma in Travel & Tourism course you will learn every aspect of the modern travel and tourism industry, Airlines, Airports and International Aviation, Tour Operations Management, the significance of successful distribution in tourism, human resource management in tourism, managing the countryside for tourism, information and communication technologies for tourism and much more. There has never been a better time to start or advance a career in the Level 3 Diploma in Hospitality and Tourism Management industry, so enrol in this Level 3 Diploma in Hospitality and Tourism Management today and become a part of this interesting industry. Why Choose This Level 3 Diploma in Hospitality and Tourism Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. Main Course: Course 01: Level 3 Hospitality Management Course 02: Level 3 Travel & Tourism Management Free Course: Level 7 Diploma in Event Management ***Other Benefits of Level 3 Diploma in Hospitality and Tourism Management Course *** Free 3 PDF Certificate Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate will provide as soon as completing the Level 3 Diploma in Hospitality and Tourism Management Course] Level 3 Diploma in Hospitality and Tourism Management Course Curriculum Of Level 3 Hospitality Management Module 01: An Overview of the Hospitality Industry Module 02: Travel and Tourism Module 03: Forces Affecting Growth and Change in the Hospitality Industry Module 04: Understanding Marketing Management in Hospitality & Tourism Module 05: Understanding the Management of Food and Beverage Operations Module 06: Understanding Accounting in Hospitality Module 07: Restaurant Operations Course Curriculum Of Level 3 Diploma in Travel & Tourism Module 01: An Overview of Travel & Tourism Module 02: The Accommodation Sector: Managing for Quality Module 03: Airlines, Airports and International Aviation Module 04: Tour Operations Management Module 05: Managing Tourism Distribution Module 06: Human Resource Management in Tourism Module 07: Marketing Management for Tourism Module 08: Strategy for Tourism Module 09: Managing Finance for Tourism Module 10: The Law and Tourism Module 11: Managing Urban Tourism Module 12: Managing the Countryside for Tourism: A Governance Perspective Module 13: Site and Visitor Management at Natural Attractions Module 14: Information and Communication Technologies for Tourism Assessment Method of Level 3 Diploma in Hospitality and Tourism Management After completing each module of the Level 3 Diploma in Hospitality and Tourism Management Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Level 3 Diploma in Hospitality and Tourism Management After completing the MCQ/Assignment assessment for this Level 3 Diploma in Hospitality and Tourism Management course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Level 3 Diploma in Hospitality and Tourism Management Our entirely Level 3 Hospitality and Tourism Management program offers vital teachings and industry insights to both beginners to the sector and current employees. Whether you want to get your first job in hospitality or advance to a higher level of leadership. Requirements Level 3 Diploma in Hospitality and Tourism Management There are no specific requirements for this Level 3 Hospitality and Tourism Management Course because it does not require any advanced knowledge or skills. Career path Level 3 Diploma in Hospitality and Tourism Management Candidates who finished our Level 3 Diploma in Hospitality and Tourism Management may pursue a wide range of vocations, including: Director of Maintenance Director of Marketing Director of Operations Director of Sales Travel agent Tour guide Holiday representative Accommodation booker Concierge manager Information clerk Tour and travel guide Certificates Certificate of completion Digital certificate - Included

Gear up to get well equipped as a Health and Safety Officer now, make up your mind to be the best in the business! Learners will gain a solid awareness of the various facets of health and safety in this online Health and Safety course. The course covers every aspect of health and safety that businesses may face, as well as how to conduct successful risk assessments and put in place relevant, sufficient, and suitable control mechanisms. The health and safety course provides a comprehensive overview of health and safety legislation with the goal of raising awareness of the duties that all managers and supervisors, as well as health and safety specialists, are expected to uphold. This Health and Safety course combines excellent content with cutting-edge e-learning technology, and this, together with our commitment to assisting our students, has resulted in a 100% pass rate! All you need is proper training on Health & Safety, firm support and a push to shine in your vocation, and Compliance Central is determined to provide you with it all! Explore what you got in this exclusive Health & Safety Officer course, start learning and excel in it! This amazing Health and Safety Officer course has been designed and developed by the industry specialists who had been to the business for years, went through ups-and-downs, climbed up the success ladder with sheer excellence! You'll get-to-the-point knowledge both practical and theoretical, and gain valuable insights on the business which will help you understand the drill better than ever! Join today, be skilled, learn with positive energy and enthusiasm, create an excellent career using your full potential! Course Curriculum: Take a look at the training modules of the Health & Safety Officer course: ***Health and Safety Officer*** Module 1: Health and Safety at Work and the Laws Costs/dangers of poor health and safety Benefits of good health and safety Health and safety law (criminal law) Civil law - compensation claims Health and Safety at Work etc. Act 1974 (HSWA) Overlap of duties of some legislation Penalties and Enforcement Improvement and Prohibition Notices The Employer's Responsibilities (Provide just the List of the duties) The Employee's responsibilities and duties (Provide just the List of the duties) Summary Module 2: Managing for Health and Safety Core elements of managing for health and safety Are you doing what you need to do? Delivering Effective Arrangements Summary Module 3: Risk Assessment and Common Risks Definitions 5 Steps to Risk Assessment Who should carry out risk assessments? Most Common Risks at Work Summary Module 4: Workplace Health, Safety and Welfare Ergonomics and human factors Seating at work Shift work and fatigue Health surveillance Work-related stress Drugs and alcohol Violence at work Summary Module 5: Accidents and Ill Health at Work RIDDOR Definitions What must be reported? Types of reportable injury Recording requirements First Aid at Work (requirements) Work-related Diseases Summary Module 6: Electrical, Fire and Gas Safety Electrical Maintenance Identifying and preventing electrical hazards Portable Appliance Testing (PAT) General fire safety hazards Dangerous substances that cause fire and explosion Fire alarm and firefighting equipment Evacuation of a workplace Gas safety Other Harmful substances and COSHH Summary Module 7: Safety in Different Work Settings Manual Handling Working at heights Working in confined spaces Vehicles at Work Summary Module 8: Work Equipment Hazards and Risk Control General requirements for work equipment Hand-held tools Machinery hazards Using equipment safely Personal protective equipment Summary Module 9: Other Health and Safety Hazards at Work Slips and trips Noise Vibration Radiations Summary Who is this course for? Compliance Central aims to prepare efficient human resources for the industry and make it more productive than ever. This helpful course is suitable for any person who is interested in Health and Safety. There are no pre-requirements to take it. You can attend the course if you are a student, an enthusiast or a Employee Employer Manager Supervisor Entrepreneur Business Professional Company Leader HR Professional Requirements The Health and Safety Course is ideal for those who already work in this sector or are aspiring professionals. This Health and Safety Course is designed to enhance your expertise and boost your CV. Learn key skills and get certified to prove your newly acquired knowledge. Career path Training offered by the Health and Safety Certificate Course could potentially benefit a range of roles, but would particularly enhance careers in Health and Safety officer Office Management Fire Safety Cleaning Safety and Hygiene Business Management Other professional health and safety roles Certificates Certificate of completion Digital certificate - Included

The Kettlebell Foundational Workshop is a comprehensive training program designed to teach the fundamentals of kettlebell exercises. This workshop provides participants with an in-depth understanding of proper technique and form, as well as safety guidelines for using kettlebells effectively. Ideal for fitness enthusiasts and personal trainers, this workshop offers valuable insights into the benefits of incorporating kettlebells into any workout routine. Join us today to learn how to master the art of kettlebell training!

Hydrotherapy has long been recognised for its restorative benefits, both physically and mentally. This CPD-accredited course takes you beneath the surface to explore how water-based techniques can support wellness, rehabilitation, and overall health. Whether you're looking to broaden your knowledge in health sciences or add depth to your therapeutic expertise, this course offers a refreshing take on hydrotherapy through flexible, structured online learning—no wellies required. Guided by detailed modules, you’ll discover the principles behind hydrotherapy’s effectiveness, its role in managing various conditions, and how it fits within broader healthcare approaches. The course is ideal for learners eager to dive into the topic at their own pace, from the comfort of wherever they fancy. With engaging content and clear explanations, it’s all about soaking up knowledge without the fuss. Course Curriculum: Module 01: Introduction to Hydrotherapy Module 02: Anatomy and Physiology Review Module 03: Types of Hydrotherapy Module 04: Effects of Hydrotherapy Module 05: Common Conditions Treated with Hydrotherapy Module 06: Hydrotherapy for Shoulder and Lower Limb Module 07: Hydrotherapy for Animals Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing Hydrotherapy - CPD Accredited course. For each test, the pass mark will be set to 60%. CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? The Hydrotherapy - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Hydrotherapy - CPD Accredited training.

The Optometry Techniques and Applications Course is designed to provide learners with a comprehensive understanding of the key concepts and methods in the field of optometry. Throughout the course, participants will explore a range of essential techniques and their application within the optometry profession. The curriculum covers various aspects, from understanding the anatomy of the eye to mastering vision testing procedures. Aimed at those seeking to deepen their knowledge, this course provides a solid foundation for future optometric practice. What makes this course stand out is its focus on equipping learners with the theoretical understanding necessary to navigate the intricacies of optometry. Rather than emphasising hands-on experience, this course offers an in-depth look at the methods, tools, and techniques used by optometrists in day-to-day practice. With a carefully crafted syllabus, it ensures participants gain an extensive understanding of how optometry techniques are applied, making it an ideal choice for those looking to build expertise in this field. 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: Module 01: Introduction to Optometry Module 02: Ocular Anatomy and Physiology Module 03: Visual Assessment and Examination Techniques Module 04: Refractive Errors and Optical Correction Module 05: Ocular Diseases and Conditions Module 06: Paediatric Optometry and Binocular Vision Module 07: Low Vision and Visual Rehabilitation Module 08: Specialised Optometry and Advanced Techniques Module 09: Practice Management and Professional Development Learning Outcomes Master ocular anatomy and physiology for accurate diagnosis. Conduct precise visual assessments and examinations. Correct refractive errors with tailored optical solutions. Identify and manage a diverse range of ocular diseases. Specialise in paediatric optometry and binocular vision care. Provide expert assistance in low vision and visual rehabilitation. 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. Certification Once you've successfully completed your Optometry Techniques and Applications Course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our Optometry Techniques and Applications Course certification has no expiry dates, although we do recommend that you renew them every 12 months. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Optometry Techniques and Applications Course can be taken by anyone who wants to understand more about the topic. With the aid of this course, you will be able to grasp the fundamental knowledge and ideas. Additionally, this Optometry Techniques and Applications Course is ideal for: Aspiring optometrists seeking in-depth knowledge. Healthcare professionals aiming to specialise in eye care. Those desiring expertise in paediatric and binocular vision. Individuals keen on managing low vision and rehabilitation. Opticians looking to advance their skills and career. Allied healthcare practitioners seeking optometry specialisation. Students pursuing a rewarding career in eye healthcare. Professionals aiming to excel in practice management. Requirements Learners do not require any prior qualifications to enrol on this Optometry Techniques and Applications Course. You just need to have an interest in Optometry Techniques and Applications Course. Career path After completing this Optometry Techniques Course you will have a variety of careers to choose from. The following job sectors of Optometry Techniques and Applications Course are: Optometrist in a private practice Ocular disease specialist in a hospital Paediatric optometry consultant Low vision and rehabilitation practitioner Optical retail manager Optometry educator in academic institutions 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.

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

For dog owners - Leash Training is a must communicate with the dog properly. If you are a

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