3066 Exercises courses

🌟 Unlock the Power of Information Management with 'Information Overload - Surplus of Data, Deficit of Time' Course! 🌟   Are you drowning in a sea of information but struggling to stay afloat with limited time? The digital age has blessed us with an abundance of data, yet mastering how to harness this information efficiently remains a challenge. ⏳ Time is your most valuable asset, and this course is your key to mastering the art of managing information overload!     🚀 Our comprehensive course offers: Strategies for Efficient Information Processing: Learn techniques to sift through the surplus of data swiftly and extract the most relevant insights without getting overwhelmed. Productivity Hacks for Time Optimization: Discover time-saving methods and tools to streamline your workflow, allowing you to make the most of your precious time. Effective Organization and Prioritization Techniques: Gain insights into organizing information effectively and prioritizing tasks to maximize productivity without sacrificing quality. Mindfulness and Stress Management in Information Handling: Understand how to maintain a healthy balance and reduce stress while navigating through the data deluge. Practical Exercises and Real-Life Scenarios: Apply learned strategies through hands-on exercises and real-world scenarios to solidify your understanding and implementation.   🎓 Taught by industry experts with years of experience in information management, this course equips you with the skills needed to conquer information overload, empowering you to thrive in today's data-driven world. 🌐 Join a community of like-minded individuals and embark on a journey to master the art of handling information overload effectively! Course Curriculum Module- 1 00:00 Module- 2 00:00 Module- 3 00:00 Module- 4 00:00 Module- 5 00:00 Module- 6 00:00 Module- 7 00:00 Module- 8 00:00 Module- 9 00:00 Module- 10 00:00

AutoCAD-Mac Introduction to Advanced Training Course This project-based course is tailored for AutoCAD Mac users, architecture and interior design students and professionals. Click here for more info: Website When Can I Book This Training Course? Personalized experience with 1-on-1 sessions designed to fit your unique needs. Available from Monday to Saturday, 9 am to 7 am Or Call to Book 02077202581. Duration of Training: 16 hours. Training Method:  1-on-1, providing the option for in-person sessions or live online training. Course Content Section 1: Introduction Course Overview Section 2: Basic Concepts Status Bar and The Units Drawing Commands Control Points - Vertex or Verteces Modifying Commands Snap Settings Drawing An Outline Section 3: Dimensions and Customization Adding Dimensions and Dimension Style Manager Importing Dimension Styles Customizing Shortcuts Section 4: Advanced Techniques Adding Walls Thickness with Offset Command Adding interior layout Cleaning Layout lines with Trim Section 5: Text and Styling Text Editing and Importing Text Styles Main File Formats in AutoCAD Section 6: Design Elements Creating Openings in the Floor Plan Adding Openings - Part 2 Adding Openings - Part 3 Drawing Doors & Windows Using Line Types & Linetype Scale Group and Ungroup Commands Using Blocks Using Blocks Library & Dynamic Blocks Section 7: Layers and Furnishing Layers - Part 2 Layers - Part 3 Furnishing Bedrooms & Bathrooms - Part 1 Adding Furniture, Fixtures, and Equipments | part 2 Adding Furniture, Fixtures, and Equipments | part 3 Drawing the Kitchen Drawing the Living Room Drawing Dining Room & Adding Casework Adding Steps and Railings Using Stretch Command Finishing Steps and patio areas Hatch command Hatch Customization Adding Plants & Finishing Floor Plan Section 8: Layout and Printing Paper Space & Page Setup Manager Working with Viewport & Using Print Command Scale & Using Multiple Viewports Locking Viewport Scale Drawing A Titleblock - Part 1 Drawing A Titleblock - Part 2 Copying the Titleblock Using Titleblock with Attributes Section 9: Roof Plan and Organization Drawing The Roof Plan Placing Roof Plan on Sheet Organizing Project Drawings & Using Layer Freeze AutoCAD Crashing And What To Do Section 10: Elevations Exterior elevations - Drawing the Outline Exterior elevations - Drawing the Openings Elevations - Detailing - Part 1 Elevations - Detailing - Part 2 Elevations - Repeating the workflow Elevations - Finishing 3rd Elevation Elevations - Drawing the final elevation Section 11: Sections Sections: Drawing Cut Lines & the Outline Sections: Placing 1st Section on Sheet Sections: Drawing Section #2 - Different Technique Sections: Adding Final Detail Section 12: Interior Elevations Interior Elevations: Drawing the Outline Interior Elevations: Placing on Sheet Interior Elevations: Using Block Clip Interior Elevations: Final Drawing Section 13: Conclusion Putting the Final Set Together Proficient AutoCAD Skills: Master essential tools for efficient drawing creation and manipulation. Accurate 2D Designs: Create precise and high-quality layouts with attention to detail. Effective Object Handling: Excel in selecting, moving, copying, and scaling objects. File Management: Organize drawings efficiently and understand different file formats. Precise Measurements: Utilize inquiry commands for accurate design analysis. Annotations and Hatching: Apply text, dimensions, and hatching to enhance drawings. Object Organization: Manage layers and object properties for organized designs. Reusable Content: Efficiently use blocks, tool palettes, and groups for productivity. Layout Optimization: Create layouts with viewports for optimal design presentation. Professional Output: Generate professional plots and PDF output for polished results. Enhanced Productivity: Explore AutoCAD toolsets and web/mobile apps for streamlined workflow. Course Overview: Learn versatile AutoCAD for Mac drawing techniques, applicable across all industries, enabling you to excel in the application. Our trainers incorporate exercises from various disciplines. Who Should Attend: Ideal for newcomers to AutoCAD for Mac, self-taught users seeking correct techniques, and those transitioning from other CAD tools. Requirements: A solid Mac OS understanding is essential, while prior CAD knowledge is not required. Pre-course preparation guidance is provided for new AutoCAD users. Highlights: Perfect for AutoCAD for Mac beginners. Gain skills for precise 2D layouts and designs. Versatile drawing techniques for all industries. Choose between in-class or live online training. Autodesk Certified Tutors: AutoCAD 1-2-1 courses. Hands-on learning with expert trainers. Lifetime post-course email support. Tailored on-request training available. Certificate: Digital certificate included. Tailored Mac Training: Excel in AutoCAD with specialized Mac training, leveraging its distinct features and interface for heightened efficiency. Comprehensive Skill Enhancement: Advance from fundamental to intermediate AutoCAD Mac proficiency, creating precise and professional 2D drawings. Industry-Relevant Expertise: Attain in-demand skills valued by employers in architecture, engineering, and design sectors. Hands-On Project Exposure: Immerse yourself in practical exercises mirroring real-world design scenarios, fostering practical competence. Lesson Recordings for Review: Access recorded lessons for reinforcement and deeper AutoCAD Mac comprehension. Ongoing Email Support: Benefit from lifetime email support, ensuring assistance beyond course completion."

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------------------------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.

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You Design Think More Than You Know Today's world is very volatile, uncertain, complex and ambiguous. What used to work, seems to work less efficient or effective. The pandemic shows us that the consequences in daily life can be huge. For some of us, this means confusion and struggle to find solutions to problems. Others reflect on what is happening and reframe this VUCA world as an opportunity for creating new products, services of systems. Start to think as a designer. Designing solutions serves users and customers. Real human beings with names, moods, needs and problems. We sometimes forget, because while creating solutions we fall in love with them. Our attention focuses on the solution. Design thinking has made empathizing with the customer one of the main anchor points. You always remember for whom you are designing and creating. How many ideas would you need to find the one that fits the problem of your user? Ten, a hundred or maybe more? The answer is, more than you think now. Start with questioning the problem. Play and collect different perspectives on the problem. Every single perspective leads to different ideas. In this way you easily reach a great number of solutions. We will share a few relevant, creative exercises so you can challenge your own dominant reaction to solving problems. Having this personal experience will help you to adopt a design thinking mindset to help your clients. What You Will Learn: Introduction to Design Thinking Two Exercises to change your perspectives on problems and solutions Reflection on one's own thinking system How to reframe constraints as valuable opportunities to find creative solutions

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Description Exercise Physiology Diploma Prepare for a fulfilling career in health and fitness with the Exercise Physiology Diploma. This comprehensive online course provides a robust foundation in the key aspects of exercise physiology, enabling learners to master the science behind physical fitness. It's an ideal stepping stone for those who aspire to become fitness professionals or simply want to enhance their understanding of physical exercise and health. The Exercise Physiology Diploma encompasses a broad spectrum of topics, ensuring a holistic understanding of the discipline. It starts with the Fundamentals of Exercise Physiology, where learners are introduced to the basic principles and theories that underpin exercise science. This will provide a solid base for all future learnings. Next, the course dives into the all-important topic of Exercise Prescription and Programming. Here, students will learn how to tailor fitness programmes to individual needs and goals, taking into account various factors like age, fitness level, and health status. This knowledge will equip learners with the skills to create effective, safe, and personalised exercise plans. The diploma also covers Aerobic Exercise and Endurance Training, honing in on how these exercises improve cardiovascular health, increase stamina, and enhance overall fitness. A section dedicated to Resistance Training and Muscle Strength provides an understanding of strength training principles, focusing on the enhancement of muscle power and endurance. Flexibility and Mobility are equally important elements of any fitness programme, and the Exercise Physiology Diploma does not overlook this. This section discusses the benefits of flexibility exercises and mobility work, guiding learners on how to incorporate these into fitness programmes. In the Body Composition and Weight Management unit, learners will acquire a deep understanding of the relationship between exercise, diet, and weight control. This knowledge is fundamental in managing one's own weight and helping others achieve their weight goals. The Exercise Nutrition and Hydration unit ties in perfectly with the preceding section, shedding light on the role of nutrition in exercise and physical performance. Learners will understand the importance of proper hydration and nutrient intake in maintaining energy levels and enhancing recovery. The Exercise Physiology Diploma also acknowledges the unique needs of Special Populations. This part of the course covers the adaptation of exercise regimes for individuals with special needs, such as the elderly, pregnant women, and those with chronic diseases or disabilities. Understanding Injury Prevention and Rehabilitation is key for any fitness professional, and it forms an essential component of this diploma. Here, learners will gain insights into injury risk factors, preventive measures, and the role of exercise in rehabilitation. Lastly, the course wraps up with a forward-looking unit on The Future of Exercise Physiology. This part of the diploma sparks a conversation on emerging trends, technologies, and research in exercise physiology, preparing learners to adapt and thrive in a rapidly evolving field. In sum, the Exercise Physiology Diploma is a comprehensive, fully online course that offers a deep dive into the world of exercise science. Whether you're aspiring to be a fitness professional or you're simply passionate about health and fitness, this course provides the knowledge and skills you need to succeed. So why wait? Enroll now and embark on an enlightening journey into the realm of exercise physiology. What you will learn 1:Fundamentals of Exercise Physiology 2:Exercise Prescription and Programming 3:Aerobic Exercise and Endurance Training 4:Resistance Training and Muscle Strength 5:Flexibility and Mobility 6:Body Composition and Weight Management 7:Exercise Nutrition and Hydration 8:Exercise and Special Populations 9:Injury Prevention and Rehabilitation 10:The Future of Exercise Physiology 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.

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.

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