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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

Fitness Instructor: Fitness Instructor Course Online Do you want to start a career as a personal trainer or fitness trainer, or do you want to advance your skills? Then this Fitness Instructor: Fitness Instructor Course will provide you with a solid foundation for becoming a confident personal trainer or fitness trainer, as well as assist you in developing your expertise as a personal trainer or fitness trainer. This Fitness Instructor: Fitness Instructor Course aims to provide a thorough understanding of how to coach people to improve their strength, stamina, flexibility, and muscle mass while motivating them on every fitness journey. The Fitness Instructor: Fitness Instructor Course covers important topics such as weight loss science, HIIT workouts, stretching, endurance training, the muscular system, and much more. After completing this Fitness Instructor: Fitness Instructor Course, you will have gained the knowledge and skills necessary to launch your own training business and turn your passion for fitness into a full-time career, working in gyms, clients' homes, fitness centres, and other professional settings. Why choose this Fitness Instructor: Fitness Instructor course from the School of Health Care? Unlimited access to the Fitness Instructor: Fitness Instructor course. Instant e-certificate and hard copy dispatch by next working day. Fitness Instructor: Fitness Instructor course material developed by qualified professionals. Self-paced learning is accessible via laptop, tablet and smartphone. 24/7 Learning assistance and tutor support. No hidden fees or exam charges. Discounts on bulk purchases. Courses including with this Fitness Instructor: Fitness Instructor bundle. Course 01: Fitness Instructor Course 02: Personal Trainer Course 03: Level 1 Diet and Nutrition Course 04: Level 2 Award in Improving Personal Exercise, Health and Nutrition Course 05: Level 2 Certificate in Understanding Nutrition and Health Course 06: Nutrition Course (Level 3 Certificate) Course 07: Diet and Nutrition (Diploma Level 5) Course 08: Sports First Aid Course 09: Diploma in Sports Nutrition Course 10: Food Allergen Awareness Training [ Note: Free PDF certificate as soon as completing the Fitness Instructor: Fitness Instructor course] Fitness Instructor: Fitness Instructor Course Online This Fitness Instructor: Fitness Instructor course consists of 05 modules. Course Curriculum of Fitness Instructor: Fitness Instructor Course Module 01: Advances in Functional Training Module 02: Mobility and Flexibility Module 03: Injuries Module 04: The Core Module 05: The Hips Assessment Method of Fitness Instructor: Fitness Instructor Course After completing Fitness Instructor: Fitness Instructor Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Fitness Instructor: Fitness Instructor Course After completing the Fitness Instructor: Fitness Instructor Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Fitness Instructor: Fitness Instructor Course Online This Fitness Instructor: Fitness Instructor Course is ideal for those who want to learn the skills needed to start a successful career in the fitness industry. Requirements Fitness Instructor: Fitness Instructor Course Online To enrol in this Fitness Instructor: Fitness Instructor Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Fitness Instructor: Fitness Instructor Course. Be energetic and self-motivated to complete our Fitness Instructor: Fitness Instructor Course. Basic computer Skill is required to complete our Fitness Instructor: Fitness Instructor Course. If you want to enrol in our Fitness Instructor: Fitness Instructor Course, you must be at least 15 years old. Career path Fitness Instructor: Fitness Instructor Course Online Upon completing this Fitness Instructor: Fitness Instructor Course, you will have the necessary knowledge and skillset to start your training business.

Sports Nutrition: Sports Nutrition Course Online Whether you are a bodybuilder, a professional athlete, or simply working out to improve your health, sports nutrition is important for getting the most out of your physical activity. Better nutrition and hydration decisions can lead to improved performance, recovery, and injury prevention. If you regularly exercise and want to gain sound advice and specialist knowledge in this area, this Sports Nutrition: Sports Nutrition Course is perfect. Learning Objectives By the end of this Sports Nutrition: Sports Nutrition Course, the learner will be able to: Understand the basics of Sports Nutrition and its classification, including Macro and Micronutrient especially designed for athletes. Get insight into the digestive system. Explain nutritional requirements according to various age groups and professions. Demonstrate planning healthy eating habits for athletic clients. Understand the framework for energy requirements. This Sports Nutrition: Sports Nutrition Course will give you sports nutrition advice to help you understand the main nutritional areas and keep your diet well balanced, healthy, and supportive towards the fitness level you want to maintain or achieve. The purpose of this Sports Nutrition: Sports Nutrition Course is to teach an individual about the fundamental and advanced mechanisms of nutrition as a whole that will help an athlete perform at his or her best. Courses including with this bundle. Course 01: Diploma in Sports Nutrition Course 02: Level 1 Diet and Nutrition Course 03: Level 2 Certificate in Understanding Nutrition and Health Course 04: Level 5 Nutritional Therapy Course Course 05: Sports First Aid Course 06: Sports Coaching Course 07: Personal Trainer [ Note: Free PDF certificate as soon as completing the Sports Nutrition: Sports Nutrition Course Sports Nutrition: Sports Nutrition Course Online This Sports Nutrition: Sports Nutrition Course consists of 11 modules. Course Curriculum of Sports Nutrition: Sports Nutrition Course Module 01: A Quick Overview of Sports Nutrition Module 02: Diet and Nutrition: Dietary Guidelines Module 03: Nutrition and Athlete Health Module 04: Diet Planning Module 05: Healthy Dieting Module 06: The Digestive System Module 07: Water Module 08: Weight Control and Weight Loss Management Module 09: The Role of the Vegetarian/Vegan in Sports Nutrition Module 10: Myth and Misinformation Module 11: Performance Boosters Assessment Method of Sports Nutrition: Sports Nutrition Course After completing Sports Nutrition: Sports Nutrition Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Sports Nutrition: Sports Nutrition Course After completing the Sports Nutrition: Sports Nutrition Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Sports Nutrition: Sports Nutrition Course Online The Sports Nutrition: Sports Nutrition Course is designed for candidates who want to advance their careers as a Nutritionist, Chef, Dietician, Health Service Manager. Athletes, coaches, and personal trainers can also enrol in this course for self-improvement. Requirements Sports Nutrition: Sports Nutrition Course Online To enrol in this Sports Nutrition: Sports Nutrition Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Sports Nutrition: Sports Nutrition Course. Be energetic and self-motivated to complete our Sports Nutrition: Sports Nutrition Course. Basic computer Skill is required to complete our Sports Nutrition: Sports Nutrition Course. If you want to enrol in our Sports Nutrition: Sports Nutrition Course, you must be at least 15 years old. Career path Sports Nutrition: Sports Nutrition Course Online This Sports Nutrition: Sports Nutrition Course will help you open up opportunities in the following career paths: Sports Nutritionist Food Technologist Lead Nutritionist

Estimating for Business Analysts: Virtual In-House Training A business analyst does not have authority to estimate the project and will not be held responsible for the project staying within the proposed budget; however, the business analyst does participate in various planning exercises with the project team. Many times the business analyst is on his or her own, required to provide estimates of how long it will take to perform their tasks. This course acquaints you with the basics of estimating from the point of view of the business analyst, emphasizing time estimates for the work. It also covers some of the product cost estimates that a business analyst may have to provide when the business is performing a cost/benefit analysis for the project. What you will Learn You'll learn how to: Translate business needs and requirements into estimates Estimate durations using a variety of techniques Negotiate differences in estimates Getting Started Introductions Course structure Course goals and objectives Foundation Concepts The importance of estimating to a business analyst The good and bad of estimating The project context The meaning of good estimating Focuses of estimating Characteristics of a good estimate Estimating the Time Requirements Applicable BABOK® Knowledge Areas Business Analysis Planning and Monitoring Elicitation and Collaboration Estimating the elicitation Information Gathering Plan Relative times for elicitation activities Planning and estimating the business analysis approach and activities Planning the business analysis activities Impact of process Estimating the Product Estimating the value of the product Business analyst's role Defining and determining value Function and use case points Agile estimating Planning Poker Other agile estimating techniques Negotiating estimates Negotiation techniques Negotiation approaches Summary What did we learn, and how can we implement this in our work environment?

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

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

Hiring the right staff is one of the most important management and HR skills and it is critical to get it right. This course is designed for managers and HR specialists who either want to improve their interviewing skills or who are just now starting a recruitment role in the organisation.

Anatomy in 3 Dimensions Anatomy in Three Dimensions™ Build muscles in clay on Balanced Body’s own specially designed skeleton, and imprint the body’s design deeply into your mind and body.

Learn CAD in 10 hrs

Photoshop basic to fundamentals Training Course bespoke and customized