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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

Unlock the keys to successful building construction with our 'Building Construction: Comprehensive Techniques Training' course. From Construction Management and CDM Regulations to Risk Assessment, Cost Estimation, and Safety Protocols, gain the skills needed for effective project execution. Elevate your expertise in occupational health, material management, and project management. Join us for a comprehensive learning experience that integrates theory and practice, ensuring you're well-prepared for the dynamic challenges of the construction industry. Enroll now and build your future with confidence.

Welcome to the Complete Strapi Course, where we will start from the basics and learn how to build and deploy a full app with custom features and a full plugin. We will be building our own developer blog application and learning how to deploy it with two different architectures and CI/CD pipeline. Basic knowledge of JavaScript and React is a requirement.

If you are interested in renewable energies and sustainable energy technology? Then this Professional Diploma in Renewable Energy course is ideal for you! This course is intended to enhance your knowledge to make the world a better place by producing energy from renewable resources. Besides, you'll understand various alternative energy resources. You'll be provided with a strong base and information on different types of renewable energies that can be practised for the betterment of the environment. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Renewable Energy has been given CPD accreditation and is one of the best-selling courses available to students worldwide. 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On successful completion of this course, you have the potential to achieve an estimated salary of £37,500. The sky really is the limit. Course Curriculum Professional Diploma in Renewable Energy - Updated Version An Introduction to Sustainable Energy 00:17:00 Solar Energy: Thermal 00:15:00 Solar Energy: Photovoltaics 00:20:00 Wind Energy 00:27:00 Bioenergy 00:26:00 Geothermal Energy 00:22:00 Tidal Energy 00:23:00 Environmental Impacts: A Global and Regional Assessment 00:24:00 Renewable Energy and Sustainable Development 00:22:00 The Future of Renewable Energy in the UK into the 2020s and Beyond 00:20:00 Professional Diploma in Renewable Energy - Old Version Renewable Energy Introduction 00:30:00 What is Renewable Energy? 00:30:00 Types of Renewable Energy 00:15:00 Solar Power 00:30:00 Wind Power 01:00:00 Hydropower 01:00:00 Biofuel 00:30:00 The Possibilities of Renewable Energy 01:00:00 Conclusion 00:15:00 Lowering Energy Cost Introduction 00:15:00 Determining The Current Costs 00:15:00 Cost over Savings Analysis 01:00:00 Getting Started By Finding Your Biggest Needs 01:00:00 Start Small For Big Savings 01:00:00 You're Window Savings 02:00:00 The Fireplace Advantage 01:00:00 Energy Saving Habits to Develop 02:00:00 The Thermostat 01:00:00 Energy Star: Understanding What It is 02:00:00 Outside the Home: Landscaping For Energy Benefits 01:00:00 Alternative Sources of Fuel 01:00:00 The Energy Efficient New Home 00:30:00 Conclusion 00:15:00 Being Environmentally Friendly Introduction 01:00:00 Energy at Home 01:00:00 Reduce the Use of Paper Products 01:00:00 Transportation 01:00:00 Lawn Care & Organic Gardening 01:00:00 Additional Tips for a Greener You! 01:00:00 Let's Recap! 01:00:00 Recycle It! 01:00:00 Renewable Energy Applications Government Incentives 01:00:00 Renewable Energy Is Key to Fighting Climate Change 01:00:00 Energy Audits 01:00:00 LEED 01:00:00 BREEAM 01:00:00 EPC 01:00:00 How to Choose Your Renewable Energy Sources 01:00:00 The Advantages and Disadvantages of Renewable Energy 01:00:00 Solar Geometry 01:00:00 Solar Chimney 00:30:00 Solar Wall 00:30:00 PV/Thermal 00:10:00 Passive Solar Heating 01:00:00 Solar Water Heaters 00:30:00 Solar Photovoltaic Technology Basics 00:30:00 Other Energy Saving Technologies 00:15:00 Underground Thermal Energy Storage (UTES) 00:15:00 Combined Heat and Power 00:15:00 Trigeneration / CCHP 00:15:00 Rainwater Harvesting 00:15:00 Fuel Cell 00:15:00 Earth Duct 00:15:00 Light Pipe 00:15:00 Conclusion 00:15:00 Recommended Reading Recommended Reading: Professional Diploma in Renewable Energy 00:00:00 Mock Exam Mock Exam- Professional Diploma in Renewable Energy 00:30:00 Final Exam Final Exam- Professional Diploma in Renewable Energy 00:30:00

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Develop your SQL skills, with useful insights into the MySQL syntax, SQL join statements, and more

Master the core pillars of modern finance with our Accounting, Taxation & Internal Audit Course—an essential guide for those aiming to stay sharp in the ever-evolving financial landscape. Whether you're brushing up on fundamental accounting principles or navigating the nuances of tax strategy and audit frameworks, this course provides a clear, structured pathway through complex territory with confidence and clarity. Designed for precision and relevance, the course blends financial theory with sector-relevant knowledge, offering a deep dive into bookkeeping, tax analysis, risk management, and internal control systems. It's ideal for professionals looking to refine their financial know-how or anyone serious about understanding the mechanisms behind financial accuracy and organisational oversight. No fluff, no filler—just solid, insightful learning that speaks directly to the challenges and standards of today’s financial world. Key Features: CPD Certified Instant e-certificate and hard copy dispatch by next working day Fully online, interactive course with audio voiceover Developed by qualified professionals in the field Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Description: Accounting Course Section : 01 Chris Moore : Accounting for Beginners Promo Chris Moore : 01. Introduction Chris Moore : 02. First Transactions Chris Moore : 03. T Accounts introduction Chris Moore : 04. T-Accounts conclusion Chris Moore : 05. Trial Balance Chris Moore : 06. Income Statement Chris Moore : 07. Balance Sheet Section : 02 Chris Moore : 08. Balance Sheet Variations Chris Moore : 09. Accounts in practise Chris Moore : 10. Balance Sheets what are they Chris Moore : 11. Balance Sheet Level 2 Chris Moore : 12. Income Statement Introduction Chris Moore : 13. Are they Expenses, or Assets Chris Moore : 14. Accounting Jargon Section : 03 Chris Moore : 15. Accruals Accounting is Fundemental Chris Moore : 16. Trial Balance 3 days ago More Chris Moore : 17. Fixed Assets and how it is shown in the Income Statement Chris Moore : 18. Stock movements and how this affects the financials Chris Moore : 19. Accounts Receivable Chris Moore : 20. How to calculate the Return on Capital Employed Chris Moore : 21. Transfer Pricing - International Rules Tax Module 01: Tax System and Administration in the UK Module 02: Tax on Individuals Module 03: National Insurance Module 04: How to Submit a Self-Assessment Tax Return Module 05: Fundamental of Income Tax Module 06: Advanced Income Tax Module 07: Payee, Payroll and Wages Module 08: Value Added Tax Module 09: Corporation Tax Module 10: Capital Gain Tax Module 11: Inheritance Tax Module 12: Import and Export Module 13: Double Entry Accounting Module 14: Management Accounting and Financial Analysis Module 15: Career as a Tax Accountant in the UK Internal Audit Internal Audit Module 01: Auditing as a Form of Assurance Module 02: Internal Audit Procedures Module 03: Technology-based Internal Audit Module 04: Internal Control and Control Risk Module 05: Audit Interviews Module 06: Reporting Audit Outcome Module 07: UK Internal Audit Standards Module 08: Career as an Auditor Learning Outcomes: Analyze financial statements proficiently for strategic decision-making. Apply UK taxation laws accurately in various individual and corporate scenarios. Conduct internal audits effectively adhering to UK standards and regulations. Demonstrate competence in utilizing accounting software and technology. Evaluate and mitigate financial risks through robust internal control mechanisms. Navigate international transfer pricing regulations with confidence. Accreditation All of our courses are fully accredited, including this Accounting, Taxation & Internal Audit Course, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in Accounting. Certification Once you've successfully completed your Accounting, Taxation & Internal Audit Course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our Accounting, Taxation & Internal Audit Course certification has no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the Accounting, Taxation & Internal Audit Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven't, there's no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself. CPD 30 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Accounting, Taxation & Internal Audit Course can be taken by anyone who wants to understand more about the topic. With the aid of this course, you will be able to grasp the fundamental knowledge and ideas. Additionally, this Accounting, Taxation & Internal Audit Course is ideal for: Individuals seeking foundational knowledge in accounting and taxation. Professionals aspiring to specialize in internal auditing. Graduates aiming to enter the finance industry. Entrepreneurs managing their own businesses and finances. Requirements Learners do not require any prior qualifications to enrol on this Accounting, Taxation & Internal Audit Course. You just need to have an interest in Accounting, Taxation & Internal Audit Course. Career path After completing this Accounting, Taxation & Internal Audit Course you will have a variety of careers to choose from. The following job sectors of Accounting, Taxation & Internal Audit Course are: Tax Accountant - £30K to £50K/year. Internal Auditor - £35K to £55K/year. Financial Analyst - £25K to £45K/year. Accountant - £22K to £40K/year. Compliance Officer - £28K to £50K/year. Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Immerse into the intricacies of Salesforce Experience Cloud with our training course and explore building sites, Salesforce CMS, content moderation, gamification, and partner portal setups. Learn about sharing rules, dashboards, and Salesforce CMS integration with a focus on user management, social login, and Lightning Bolts.