2619 Exercises courses in Bristol delivered Online

Unleash the power of a resilient back with our groundbreaking course. In a world where physical health is paramount, fortify your foundation with invaluable insights. Dive into the science of injury prevention, unraveling the secrets to maintaining a robust spine. Discover the art of identifying lurking risks, ensuring you stay one step ahead. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access From the nuances of posture to the finesse of lifting techniques, master the essentials. Engage in back-friendly exercises and sculpt a body that stands resilient. Navigate injury prevention strategies and learn the alchemy of creating safe environments. Elevate your vitality and future-proof your physical well-being with this transformative journey. Course Curriculum Module 01: Introduction to Back Injury Prevention Module 02: Identifying Risk Factors for Back Injuries Module 03: Maintaining Proper Posture Module 04: Safe Lifting Techniques Module 05: Back-Friendly Exercises and Physical Activities Module 06: Injury Prevention Strategies and Creating a Safe Environment Learning Outcomes: Cultivate awareness of potential back injury risk factors. Perfect the art of maintaining an optimal and health-conscious posture. Hone the finesse of safe lifting techniques for daily activities. Integrate back-friendly exercises into your routine for enduring strength. Devise injury prevention strategies, creating a safe and secure environment. Foster a resilient spine, unlocking the secrets to lifelong well-being. CPD 10 CPD hours / points Accredited by CPD Quality Standards Preventing Back Injuries 1:32:10 1: Module 01: Introduction to Back Injury Prevention 12:54 2: Module 02: Identifying Risk Factors for Back Injuries 12:40 3: Module 03: Maintaining Proper Posture 16:27 4: Module 04: Safe Lifting Techniques 16:34 5: Module 05: Back-Friendly Exercises and Physical Activities 15:04 6: Module 06: Injury Prevention Strategies and Creating a Safe Environment 18:31 Who is this course for? Individuals seeking to fortify their physical health foundation. Professionals keen on preventing back injuries in their daily routines. Anyone curious about creating a safe and health-conscious living environment. Fitness enthusiasts aspiring to incorporate back-friendly exercises into their regimen. Individuals committed to mastering the art of safe lifting for lifelong vitality. Career path Occupational Health and Safety Advisor Personal Fitness Trainer Physical Therapist Workplace Ergonomics Consultant Fitness Class Instructor Health and Wellness Coach Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unleash the power of a resilient back with our groundbreaking course. In a world where physical health is paramount, fortify your foundation with invaluable insights. Dive into the science of injury prevention, unraveling the secrets to maintaining a robust spine. Discover the art of identifying lurking risks, ensuring you stay one step ahead. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access From the nuances of posture to the finesse of lifting techniques, master the essentials. Engage in back-friendly exercises and sculpt a body that stands resilient. Navigate injury prevention strategies and learn the alchemy of creating safe environments. Elevate your vitality and future-proof your physical well-being with this transformative journey. Course Curriculum Module 01: Introduction to Back Injury Prevention Module 02: Identifying Risk Factors for Back Injuries Module 03: Maintaining Proper Posture Module 04: Safe Lifting Techniques Module 05: Back-Friendly Exercises and Physical Activities Module 06: Injury Prevention Strategies and Creating a Safe Environment Learning Outcomes: Cultivate awareness of potential back injury risk factors. Perfect the art of maintaining an optimal and health-conscious posture. Hone the finesse of safe lifting techniques for daily activities. Integrate back-friendly exercises into your routine for enduring strength. Devise injury prevention strategies, creating a safe and secure environment. Foster a resilient spine, unlocking the secrets to lifelong well-being. CPD 10 CPD hours / points Accredited by CPD Quality Standards Preventing Back Injuries 1:32:10 1: Module 01: Introduction to Back Injury Prevention 12:54 2: Module 02: Identifying Risk Factors for Back Injuries 12:40 3: Module 03: Maintaining Proper Posture 16:27 4: Module 04: Safe Lifting Techniques 16:34 5: Module 05: Back-Friendly Exercises and Physical Activities 15:04 6: Module 06: Injury Prevention Strategies and Creating a Safe Environment 18:31 Who is this course for? Individuals seeking to fortify their physical health foundation. Professionals keen on preventing back injuries in their daily routines. Anyone curious about creating a safe and health-conscious living environment. Fitness enthusiasts aspiring to incorporate back-friendly exercises into their regimen. Individuals committed to mastering the art of safe lifting for lifelong vitality. Career path Occupational Health and Safety Advisor Personal Fitness Trainer Physical Therapist Workplace Ergonomics Consultant Fitness Class Instructor Health and Wellness Coach Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Develop a deep understanding of electricity pricing and marginal cost analysis with EnergyEdge's virtual instructor-led training course. Enroll now for a rewarding learning journey!

Did you know that cupping therapy, an ancient alternative medicine, has been practised for thousands of years to relieve pain and inflammation and promote relaxation? Our Cupping & Acupressure Therapy Bundle Course combines a diverse range of holistic and therapeutic techniques to help you become proficient in these time-honoured healing arts. Our course encompasses clinical cupping therapy, massage therapy, acupressure, deep tissue massage, and hydrotherapy. You will also learn about naturopathy and homoeopathy, allowing you to provide a well-rounded, natural approach to pain management and overall wellness. In addition, the course offers insights into establishing a successful massage or bodywork business, ensuring you have the tools to turn your passion into a thriving venture. Embrace the world of alternative healing with this comprehensive course, and take the first step towards a rewarding career in cupping therapy, acupressure, and massage. Uncover the secrets to pain relief and relaxation, and make a difference in the lives of others by offering natural, holistic solutions for their health and well-being. This Cupping & Acupressure Therapy Bundle Consists of the following Premium courses: Course 01: Clinical cupping therapy Course 02: Massage Therapy - A successful Business Course 03: Training on Professional Massage or Bodywork Business Course 04: Thai Massage Therapy for Pain Management - Online Diploma Course 05: Acupressure Expert for Pain Relief Course 06: Deep Tissue Massage Therapy Course 07: Hydrotherapy Course 08: Pain Management Course 09: Foot Health Practitioner (FHP) Course 10: Natural Nutrition: Naturopathy Course Course 11: Homeopathy Diploma Learning outcomes: Understand the principles and techniques of clinical cupping therapy. Develop expertise in various massage therapies, including deep tissue and Thai massage. Master acupressure techniques for effective pain relief. Gain knowledge of hydrotherapy and its benefits. Familiarise yourself with the fundamentals of naturopathy and homoeopathy. Learn to establish and manage a successful massage or bodywork business. Grasp the essentials of pain management through holistic approaches. This comprehensive Cupping & Acupressure Therapy Bundle Course equips you with the knowledge and wisdom to excel in various therapeutic practices. Delve into cupping therapy, massage, and acupressure, while exploring naturopathy, homoeopathy, and hydrotherapy. In addition, the course is designed to provide a well-rounded education in alternative healing methods, enhancing your capabilities to cater to diverse clients' needs. The course offers valuable insights into managing a professional massage or bodywork business. By the end of this course, you'll have a strong foundation in holistic therapies and be well-prepared to embark on a fulfilling career in the health and wellness industry. Course Curriculum: Clinical cupping therapy Introduction Welcome to my course! Learn the 2 different cupping techniques in under 2 minutes Ok, so let's get serious for a minute. What is so wrong about the red marks? So How Does Cupping Work? What Types Of Cups Should I Buy And Why? These Cups People Swear By, But I have Just Had No Luck with Them A Rundown On How To Do Cupping On Someone's Back The Contraindications to Cupping What should you do your treatment on? Let's have a little practice shall we? It's cupping time! The Upper Body And Limbs How this Section Of The Course Works Neck Pain/Neck Tension How To Do Cupping For Neck Pain And Tension How To Do Cupping For The Neck On Someone Else Some Advanced Techniques For Neck Pain And Tension Neck Exercises To Relieve Pain Shoulder/Rotator Cuff Pain/Shoulder Impingements How To Do Cupping For Rotator Cuff and shoulder problems Exercises to do for rotator cuff problems Frozen Shoulder Exercises For Frozen Shoulder Extension Exercise For Upper Back Pain Relief Chest/Respiration/Colds Biceps Tendonitis/Upper Arm Pain Tennis Elbow Pain/Forearm Extensor Pain How To Do Cupping For Tennis Elbow And Extensors Pain Home Exercises For Tennis Elbow Golfers Elbow Pain Carpal Tunnel Syndrome/Wrist Pain How To Treat Carpal Tunnel Syndrome, Golfer's Elbow And Forearm Pain Home Exercises For Carpal Tunnel Syndrome Advanced Techniques For The Arms And Forearms Hand/Thumb Pain Home Trigger Point release Techniques For Thumb/Hand Pain How To Do Cupping For Relaxation/Stress Relief How To Do A Relaxing Cupping Massage For The Back And Neck It's cupping time! The Lower Back And Limbs Welcome To Section 3 Lower Back Pain How To Do Cupping For The Lower Back And Sciatica Sciatica Sciatica Summary Hip Pain, Piriformis Syndrome, Bursitis, S.I. Joint Dysfunction And Buttock Pain How To Do Cupping For Hip Pain Hamstring Strains, Hamstring Pain How To Do Cupping For The Hamstrings Thigh Pain and Groin Strains How To Do Cupping For The Thigh (Quadriceps) and groin area How To Do Cupping For Iliotibial Band Syndrome Knee Pain, Runners Knee, Meniscal Pain How To Do Cupping For Knee Pain Calf Pain, Calf Cramps and Tired And Sore Calves How To Do Cupping For The Calf How To Stretch The Calf Muscles Correctly Advanced Techniques For The Thighs, Hamstrings And The Lower Leg Ankle Sprains, Chronic Ankle Pain A Quick Word About Treating Acute Sprains And Strains How To Do Cupping For Ankle Pain And Sprains Treating Chronic Ankle Pain Plantar Fasciitis/Heel Spur, Foot Pain and Tired Feet How To Do Cupping For Plantar Fasciitis And Generalized Foot Pain A Great Home Exercise For Plantar Fasciitis And Any Foot Pain How Long Should You Stretch A Muscle For? Here is the answer How Often Should You Treat Someone? A Word about acupressure and also static cupping What about using static cupping? Treating using acupressure points as well CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals interested in holistic healing and alternative medicine. Health and wellness professionals looking to expand their wisdom. Entrepreneurs aiming to establish their own massage or bodywork business. Those keen on learning about pain management through natural methods. Anyone seeking personal growth and knowledge in cupping, acupressure, and related therapies. Note: This is not a professional course. This course only covers theoretical knowledge about the topic. Requirements This Cupping & Acupressure Therapy course has been designed to be fully compatible with tablets and smartphones. Career path Cupping therapist: £20,000 - £40,000 per year Acupressure specialist: £20,000 - £50,000 per year Massage therapist: £18,000 - £40,000 per year Hydrotherapist: £18,000 - £30,000 per year Naturopath: £25,000 - £60,000 per year Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - £10 You will get the Hard Copy certificate for the title course Clinical cupping therapy absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Kickstart your journey to better health and wellbeing with our 10-week online course! Learn to build healthy habits, manage stress, and stay fit with guided meditations, practical exercises, and more. Enrol now and transform your life! #HealthAndWellbeing #HomeTraining #HealthyHabits #OnlineCourse

Description Weight Trainer Professional Diploma Weight training is organized physical training or systematic exercising involving lifting weights especially to enhance muscular strength and endurance. Weight training is sometimes used synonymously with 'resistance training' and 'strength training. Weight training involves various elements like frequency (how often you train), intensity (how hard you train), time (the duration you take for each session) and type (the exercises you choose to do). By varying any of these elements you can significantly change the results you attain. The belief that weight training is only for bodybuilders is now considered a misconception. Weight training is beneficial to everyone including adolescents, women and adults. Anyone who wants to stay fit and wishes to lead healthy life benefits from weight training. Weight training is proven to keep your bones healthy, keep your weight in check, and improve your heart health and quality of life. Although the weight training program depends on age, sex, body type and current fitness level, there are training programs that suit every person's requirements. Lately, every health club is offering a weight training opportunity for its members. But if you are someone who wishes to carry on personal training then the Weight Trainer Professional Diploma is the right course for you. Weight Trainer Professional Diploma makes the discipline of weight training less intimidating to beginners as the course offers simple definitions of weight training terminology and doesn't baffle novices with unnecessary jargon. What you will learn 1. Weight Training for Life 2. Principles of Training: Concepts and Terminology 3. Testing Strength 4. Weight Training Tools 5. Safety Tips for Weight Training 6. Steps for setting up a Gym 7. Exercising Away from Home 8. Muscles and How to Use Them Properly 9. Back Exercises 10. Working on the Chest Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

Program Management Skills: On-Demand Program managers coordinate and give oversight to the efforts of marketing groups, project teams, product delivery, maintenance and support, operations and staff from various functional groups, including suppliers, business partners, and other external bodies. The goal is to ensure that proposed business transformation, through the delivery of complex products and processes, is implemented to realize the organization's strategic benefits and objectives, for which the program was selected. The goals of this course are twofold: To provide participants with key program management principles and techniques, recognized as best practices, to enable more effective program management; and to leverage core elements of the program management life cycle, processes, tools and techniques, to enable program management effectiveness. The participant will learn and apply the principles of program management through discussions, activities, and case study exercises. What You Will Learn At the end of this workshop, you will be able to: Maximize the transformational impact of a program according to the business needs Explain management principles and techniques and apply them within a program context Implement program governance and organization that will produce expected benefits Plan for and manage benefit realization, risks, issues, and quality Manage component projects' interdependencies that are linked to both program and strategic objectives Engage program stakeholders effectively. Improve communication and action planning effectiveness for programs in organizations Getting Started Introductions Course structure Course goals and objectives Foundation Concepts Fundamental definitions and concepts Program challenges and benefits Program best practices and success criterion Stakeholder management Governance: program management office and program boards Standard for Program Management overview Vision, Leadership, and the Business Case What is vision, why, and how? Leadership vs. Management Program business case Program Organization and Governance Program organization Program governance Program board roles and responsibilities Benefits Management Benefits explored Benefits management Benefits realization Program Management Planning Program management plan Program blueprint and roadmap Program component dossier Program tranches Program estimating Program scheduling Program Monitoring and Controlling Program Control - An Overview Program Monitoring and Controlling Monitoring and Controlling Transition Program Risk and Issue Management Risk and issue management overview Program risk management Program issue management Program Quality Management Program quality management overview Program quality management principles Program Stakeholder Management Stakeholder engagement overview Stakeholder engagement planning EI, trust, communication and stakeholder engagement Program Closure and Benefits Sustainment Program closure overview Closing the program Program benefits sustainment Summary What did we learn, and how can we implement this in our work environments?

Managing Stress and Building Resilience: Virtual In-House Training Stress has an impact on all of us at some point in our professional lives. Learning how to manage stress and build resilience will result in higher professional productivity, better health, and more sustainable living habits. It will also help us create a physical - and emotional - work-life balance. In this one-day workshop, you will learn practical solutions to sustain behavior change that can positively impact your life on both a professional and personal level. When you are able to reduce the level of negative stress that affects you, your performance improves, along with your health and happiness. The objective of this course is therefore not only to create awareness around emotional well-being in a work context, but also to help participants create a better overall balance between the investment they make in their personal and professional lives. This course covers how our perceptions affect our beliefs and how our beliefs affect our actions. You will learn a host of stress-reduction techniques, while exploring your own stress triggers and responses. Highly interactive, the sessions cover a blend of theory, discussions, and exercises. You will explore concepts with fellow participants within a safe environment where skills and habits can be developed, sharpened, and improved. What You Will Learn At the end of this program, you will be able to: Identify what stress feels like and what the typical symptoms and reactions are to stress Analyze your own responses to stressful events and the consequences of those reactions Organize your work structure to reduce stress and build resilience Recognize activities that drain you and those that give you energy Generate relief from stressful events Cultivate a mindset of resilience Better manage your time, work commitments, and personal boundaries in order to be most effective at your job Getting Started What is stress? Beliefs and thinking errors Work-life balance Drainers and energizers Stress reduction techniques Time management Summary and Next Steps

Managing Stress and Building Resilience: In-House Training Stress has an impact on all of us at some point in our professional lives. Learning how to manage stress and build resilience will result in higher professional productivity, better health, and more sustainable living habits. It will also help us create a physical - and emotional - work-life balance. In this one-day workshop, you will learn practical solutions to sustain behavior change that can positively impact your life on both a professional and personal level. When you are able to reduce the level of negative stress that affects you, your performance improves, along with your health and happiness. The objective of this course is therefore not only to create awareness around emotional well-being in a work context, but also to help participants create a better overall balance between the investment they make in their personal and professional lives. This course covers how our perceptions affect our beliefs and how our beliefs affect our actions. You will learn a host of stress-reduction techniques, while exploring your own stress triggers and responses. Highly interactive, the sessions cover a blend of theory, discussions, and exercises. You will explore concepts with fellow participants within a safe environment where skills and habits can be developed, sharpened, and improved. What You Will Learn At the end of this program, you will be able to: Identify what stress feels like and what the typical symptoms and reactions are to stress Analyze your own responses to stressful events and the consequences of those reactions Organize your work structure to reduce stress and build resilience Recognize activities that drain you and those that give you energy Generate relief from stressful events Cultivate a mindset of resilience Better manage your time, work commitments, and personal boundaries in order to be most effective at your job Getting Started What is stress? Beliefs and thinking errors Work-life balance Drainers and energizers Stress reduction techniques Time management Summary and Next Steps

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00