2692 Exercises courses in Coventry delivered Online

Description Telekinesis Diploma Discover the power of the mind with the Telekinesis Diploma, an innovative online course that offers a comprehensive look into the world of telekinesis. With engaging lessons and exercises, this diploma course covers a wide range of topics, providing students with a solid foundation in this fascinating subject. The course begins by exploring the history of telekinesis, tracing its roots in ancient cultures and examining its evolution over time. Students will learn how telekinesis has been perceived and practised throughout history, gaining insights into the myths and beliefs that have shaped its development. As the course progresses, students will dive into the science of telekinesis, gaining a deeper understanding of the phenomenon. They will explore the psychological and physiological aspects of telekinesis, uncovering the factors that contribute to the development of this ability. This section provides a balanced and evidence-based approach to the subject, offering a well-rounded perspective on telekinesis. Telekinesis in popular culture is another fascinating topic covered in this course. From movies and TV shows to books and video games, telekinesis has captured the imagination of millions. Students will explore the impact of popular culture on our perception of telekinesis, understanding how it has shaped our beliefs and attitudes towards this intriguing phenomenon. Developing telekinesis is a central focus of the course, with dedicated lessons and exercises designed to help students enhance their abilities. With guidance from experts in the field, students will learn various techniques and practices to cultivate their telekinetic skills. This section provides practical insights and tips to help students unlock their potential and progress on their telekinesis journey. The course also delves into the psychology of telekinesis, exploring the mental processes and emotions associated with this ability. Students will learn how our thoughts, beliefs, and attitudes influence telekinesis, gaining a deeper understanding of the psychological aspects of this phenomenon. Telekinesis and spirituality are closely linked, and the course examines this connection. Students will explore the spiritual aspects of telekinesis, understanding how it relates to concepts such as energy, consciousness, and the human spirit. This section offers a holistic view of telekinesis, helping students understand its significance in a broader context. Telekinesis and healing is another key topic covered in the course. Students will learn how telekinesis can be used as a healing modality, understanding the potential benefits and limitations of this practice. This section provides valuable insights into the therapeutic applications of telekinesis, offering practical tips for those interested in using telekinesis for healing purposes. The ethics of telekinesis is a crucial subject, and the course addresses it in detail. Students will learn about the ethical considerations surrounding telekinesis, understanding the responsibilities and moral implications of this ability. This section provides guidance on how to use telekinesis ethically and responsibly. Telekinesis and the future is an exciting topic explored in the course. Students will examine the potential impact of telekinesis on various fields, such as technology, medicine, and entertainment. This section offers a glimpse into the future of telekinesis, highlighting the possibilities and challenges ahead. Finally, the course debunks common misconceptions about telekinesis, providing evidence-based insights and clarifications. Students will learn how to distinguish between fact and fiction, gaining a more accurate and informed understanding of telekinesis. With the Telekinesis Diploma, students will embark on a captivating journey into the world of telekinesis. Whether seeking to enhance their abilities or simply learn more about this fascinating subject, this course offers a comprehensive and engaging experience for all. What you will learn 1:The history of telekinesis 2:The science of telekinesis 3:Telekinesis in popular culture 4:Developing telekinesis 5:The psychology of telekinesis 6:Telekinesis and spirituality 7:Telekinesis and healing 8:The ethics of telekinesis 9:Telekinesis and the future 10:Debunking telekinesis 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.

🚨 Safety First: Evacuation Procedures Training Course! 🚀 Are you prepared to lead your team to safety in times of emergency? Enroll in our Evacuation Procedures Training Course, a comprehensive program meticulously designed to equip you with the knowledge and skills needed to handle evacuations effectively and ensure the safety of individuals in your care. Join us on a journey where preparedness meets leadership, creating a culture of safety and efficiency. 🌟 Module 1: Introduction to Evacuation Procedures and Risk Assessment Embark on your safety journey with Module 1, providing a comprehensive introduction to evacuation procedures and risk assessment. Learn to identify potential hazards, assess risks, and lay the foundation for a proactive approach to emergency preparedness. 📡 Module 2: Communication and Situational Awareness for Evacuation Drills and Exercises Master the art of communication in Module 2, focusing on situational awareness during evacuation drills and exercises. Develop effective communication strategies, understand the importance of real-time information, and ensure a smooth and organized evacuation process. 👥 Module 3: Roles and Responsibilities in Evacuations - Individuals with Disabilities Ensure inclusivity in Module 3, where you'll explore roles and responsibilities during evacuations, with a specific focus on individuals with disabilities. Learn to tailor evacuation plans to meet diverse needs, fostering a safe environment for everyone. 🚦 Module 4: Training and Preparedness for Post Evacuation Procedures Optimize your post-evacuation processes with Module 4, focusing on training and preparedness. Learn to conduct thorough post-evacuation assessments, address immediate needs, and reinforce training to enhance future preparedness. 🔄 Module 5: Communication Strategies During Post Evacuation Activities Navigate the aftermath with Module 5, dedicated to communication strategies during post-evacuation activities. Explore effective ways to disseminate information, manage resources, and ensure a coordinated effort during the recovery phase. 🌟 Module 6: Review and Conclusion of Evacuation Preparedness Cap off your training with Module 6, summarizing key takeaways and concluding your journey through evacuation preparedness. Assess your readiness, reinforce essential concepts, and foster a culture of continuous improvement in your evacuation procedures. 🚀 Why Choose Our Evacuation Procedures Training Course? Expert-Led Training: Learn from experienced safety professionals with expertise in evacuation procedures. Interactive Drills: Engage in realistic simulations, practical exercises, and real-world scenarios to reinforce theoretical knowledge. Customizable Training: Tailor the course to suit the specific needs of your industry or organization, ensuring maximum relevance. Inclusive Approach: Address the needs of individuals with disabilities, fostering a culture of inclusivity in evacuation planning. Don't let uncertainty be a barrier to safety! Enroll now in the Evacuation Procedures Training Course and empower yourself with the knowledge and skills needed to lead effective evacuations, creating a safer and more resilient environment for all. Your journey to evacuation preparedness begins here! 🚨✨🎓 Course Curriculum Module 1 Introduction to Evacuation Procedures and Risk Assessment Introduction to Evacuation Procedures and Risk Assessment 00:00 Module 2 Communication and Situational Awareness for Evacuation Drills and Exercises Communication and Situational Awareness for Evacuation Drills and Exercises 00:00 Module 3 Roles and Responsibilities in Evacuations Individuals with Disabilities Roles and Responsibilities in Evacuations Individuals with Disabilities 00:00 Module 4 Training and Preparedness for Post Evacuation Procedures Training and Preparedness for Post Evacuation Procedures 00:00 Module 5 Communication Strategies During Post Evacuation Activities Communication Strategies During Post Evacuation Activities 00:00 Module 6 Review and Conclusion of Evacuation Preparedness Review and Conclusion of Evacuation Preparedness 00:00

------------------------NEW YEAR SALE ENDS TODAY------------------------ The world of fitness training is yours to explore! Knowing how to exercise correctly and use the equipment can maximise results and get you closer to achieving your goals. And we are here to help you with this exclusive 11-in-1 bundle. This course will cover topics such as the proper form for lifting weights, understanding resistance levels, mastering a cardiovascular workout, and more. In addition, this course educates you on the fundamentals of learning safely and effectively. A vital aspect of this program is exploring unusual methods of exercise. So many people are stuck in a rut doing the same mundane tasks day after day. But of course, with guidance, we can explore unconventional exercises like suspension training, building muscle, losing fat, getting fit, and kettlebells to mix up your routine and keep things interesting. You can also discover unusual methods of supplementation that can help reduce inflammation and boost immunity. In short, by attending this bundle, you will acquire knowledge and skills that will allow you to pursue a healthy lifestyle while building strength and endurance. So enrol now on this journey of becoming fit and confident! This Fitness Training Bundle Consists of the following Premium courses: Course 01: Personal Trainer: Healthy Fitness Course 02: Functional Skills - Fitness Course 03: Sports and Fitness Coaching Course 04: Kettlebell Fitness Course 05: Science-Based Workout: Build Muscle, Lose Fat & Get Fit Course 06: Home Workout for Fitness, Weight and Health Course 07: Pain Management Course 08: Understanding Nutrition and Health Level 4 Course 09: Immunity Boosting Food Course 10: Food and Mood: Improving Mental Health Through Diet and Nutrition Course 11: Ketogenic Diet: Lose Weight & Feel Amazing What you will discover are the following: How personal trainers train to keep up a good level of fitness. How to pick up practical abilities. Fitness using kettlebells: advantages. How to get healthy and gain muscle. How to exercise at home for health, fitness, and weight. Gaining knowledge about nutrition and health levels. What foods help the immune system? How food and nutrition can enhance mental wellness. Methods for weight loss. Enrol now in Fitness Training to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Essentials of UK VATexpertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This training is ideal for the following: Individuals who have the desire to train for fitness. Anyone interested in learning how to organise fitness exercises. Those who desire to expand their fitness businesses. Requirements Our Fitness is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path You can explore popular and in-demand careers associated with this course after completing it. Some job fields you can look into are: Wellbeing Personal Trainer Personal Trainer Fitness Coach Gym Instructor Explore each of the roles available and how you can start your career. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

ISO 31000:2018 is an international standard of Risk Management, the existence of it requires competent personnel to interpret its guidelines, address those to integrate Risk Management in an organization’s operations and audit organization to assess the implementation and effectiveness of overall implementation. This course is designed for professionals who are responsible of any aspect of Risk Management as well as for those, specifically, who are pursuing their career in the field of auditing Risk Management. This course enhances the knowledge and skills of delegates to understand the standard and audit it effectively. Course is consisting of study material in form of written details. Attendees of this course will be, on completion, competent to implement Risk Management, Plan, Conduct & Report 1st, 2nd & 3rd party audits. This course also discusses about different risk assessment techniques such as Brainstorming Structured or semi-structured interviews Delphi technique Check-lists Preliminary hazard analysis (PHA) HAZOP Hazard analysis and critical control points (HACCP) Toxicity assessment Structured “What-if” Technique (SWIFT) Scenario analysis Business impact analysis (BIA) Root cause analysis (RCA) Failure modes and effects analysis (FMEA) and failure modes and effects and criticality analysis (FMECA) Fault tree analysis (FTA) Event tree analysis (ETA) Cause-consequence analysis Cause-and-effect analysis Layers of protection analysis (LOPA) Decision tree analysis Human reliability assessment (HRA) Bow tie analysis Reliability centred maintenance Sneak analysis (SA)and sneak circuit analysis (SCI) Markov analysis Monte Carlo simulation Bayesian statistics and Bayes Nets FN curves Risk indices Consequence/ probability matrix Cost/benefit analysis (CBA) Multi-criteria decision analysis (MCDA)   Features of Couse ✔ 100% Online Self-paced: Considering the busy lives, we have designed this course to be attended online without bounding with the schedules. To make it interactive, we have created different communication groups where candidate can discuss the points with other fellows as well as the trainers of course. ✔ Testing the Learning: Each section of course is covered with exercise to check your knowledge in real-time, and overall result is affected by exercises you complete. ✔ Self-Scheduling: This 40 Hours full fledge course is designed to match you schedule. You will get a life time access to this course and complete it on your ease. ✔ Superlative Material: The training is designed, developed and reviewed by competent auditors having an extensive experience of auditing in different regions of world. ✔ Approved Course: The course is approved by one of the well-known personal certifying body “IRCP”.   Who should attend this? This course is recommended to be attended by those who are involved in implementation and/ or auditing of Risk Management System, specifically Risk Managers, Auditors and others willing to add credibility with a widely accepted qualification for auditing. Also, recommended to satisfy the applicable requirement of training and competence, if any. This course can add values to your profile if you are Intending to perform audits of RM. A Risk Management Executive/ Management Representative An Existing Internal Auditor A Ris Management Consultant Responsible for implementing the ISO 31000 standard. Responsibility to evaluate the outcome of internal RM audits and have responsibility/ authority to improve the effectiveness of the RM. Pursuing to make career in RM auditing.   Course Duration: 40 Learning Hours and extended time of exercise & Exam.   Certificate: Those who pass all exercises with 50% at least in each exercise and 70% overall marks will be awarded with successfully completion certificate with approval of Exemplar Global and a Lifetime validity.   Language of Course: English   Pre-Requisites: Knowledge of Risk Management

Lean Six Sigma Yellow Belt Certification Program - Build a Knowledge Base of the Facets of Lean Six Sigma: On-Demand This course is designed to teach you the fundamental concepts of Lean Six Sigma and enable you to achieve IIL's Lean Six Sigma Yellow Belt Certification. The Lean Six Sigma methodology is focused on improving business performance, reducing costs, and increasing efficiency and productivity. In this course, you'll get an introduction to what Lean Six Sigma is about, including its vision, key metrics, and the DMAIC process (Define, Measure, Analyze, Improve, Control) which is the foundation of Lean Six Sigma and the de facto tool for process improvement. Improved processes result in higher quality, lower costs, and increased customer satisfaction! Benefits of Lean Six Sigma Gives leadership a standard, data-driven approach to improving results Gives project managers a set of understandable steps and tools to improve project effectiveness Generates higher net income by lowering operating costs Improves product and service quality through defect prevention and reduction Improves customer satisfaction and retention by identifying and meeting customer requirements Improves employee satisfaction by reducing rework What You Will Learn You will learn how to: Establish the structure that supports and sustains Lean Six Sigma Quality Identify and calculate key Lean Six Sigma Measurements (Sigma, DPMO and Yield) Select successful, high-impact projects that match to strategic objectives Document, measure and improve key processes using the DMAIC (Define, Measure, Analyze, Improve and Control) Methodology Utilize data-based thinking to make key business decisions Day One or eLearning Session One and Two: Introduction to the Fundamentals and Vision of Lean Six Sigma. Topics include: Lean Six Sigma's focus on the customer, on quality, and on results The costs of poor quality Critical factors to consider when deploying Lean Six Sigma Lean Six Sigma as a process improvement methodology Lean Six Sigma metrics Why do it - ROI and payback for Lean Six Sigma Business Process Management Critical Lean Six Sigma roles and responsibilities Main aspects of managing the organizational change Project selection Day Two or eLearning Session Two, Three, and Four: Metrics of Lean Six Sigma and the DMAIC Model. This part of the course will focus on the systematic and proven use of the Define, Measure, Analyze, Improve, and Control (DMAIC) Methodology to dramatically reduce current process defects. Participants will practice using the common tools and techniques behind each phase through interactive exercises. Topics include: How to strategically align business metrics and projects within an organization How to identify and measure quality characteristics which are critical to customers What does the customer (internal or external) really want from our products and services? Establishing appropriate teams and setting those teams up to be successful What defines a good measurement system? How are we doing (learning the secret to measuring the right things, right)? How to improve output measures by understanding and measuring the process Where are there defects (how to properly select and scope high-impact projects)? Where is the process broken (the Lean Six Sigma version of root cause analysis)? How to determine the process efficiency, or value add, of a process The appropriate use of quality tools Understanding the concept of variation and how to reduce knee-jerk reactions How to achieve breakthrough results for any key measure How can we ensure the identified improvements will be sustainable (the basics of process control)?

Powerful 1-hour Python workshop course understand Python Basics. Practical. Instructor-led. Online. Learn to code a Password Validator in 1 hour. 

This one-day course introduces the field of user experience and provides an excellent entry point to our other specialised training courses. UX processes and practices have become a central component of product design, service design and web design.

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

SQL Queries Course, 1-Day. Basic SQL syntax. This course is good for any database, covering standard SQL. Most attendees are in-work IT Professional. Private individuals are also very welcome.

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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) 00:37:00 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00