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This course explores why our energy system can become blocked and the impact those blocks have on our physical and mental health. We look at methods to clear those blocks and to be able to restore balance to the Aura and Chakra system. We explore in detail the intrinsic power of the Aura and Chakra systems and how they interact with the physical and emotional self.

Register on the Ethereum Blockchain DApp using Solidity today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Ethereum Blockchain DApp using Solidity is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Ethereum Blockchain DApp using Solidity Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Ethereum Blockchain DApp using Solidity, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.  Course Content Section 01: What is Blockchain? Introduction to Building an Ethereum Blockchain App 00:02:00 The Beginning of Blockchain 00:05:00 Currency and Cryptocurrency 00:05:00 Why Use the Blockchain? 00:06:00 Blockchain Data and Blocks 00:06:00 Blockchain Immutability 00:03:00 Blockchain Consensus 00:02:00 Building the Blockchain Story 00:03:00 Hashes 00:06:00 What is a Chain of Blocks? 00:04:00 Finding the Nonce 00:05:00 Blockchain Mining 00:03:00 Arriving at Consensus 00:05:00 Public vs. Private Blockchains 00:03:00 Distributed Processing and Blockchain Solutions 00:06:00 Section 02: What is Ethereum? Introduction to Ethereum 00:03:00 Ethereum in Financial Services 00:07:00 Ethereum in Digital Identity Management 00:05:00 Ethereum in Industry Applications 00:06:00 Ethereum in Government 00:03:00 Ethereum Smart Contracts 00:03:00 Ether and the Initial Coin Offering (ICO) 00:06:00 Decentralized Autonomous Organization (DAO) 00:03:00 The Ethereum Ecosystem 00:06:00 Building Blockchain Apps 00:05:00 Section 03: The Ethereum Ecosystem & the Development Lifecycle Parts of the Ethereum Blockchain 00:11:00 Smart Contracts 00:05:00 Smart Contract Languages 00:04:00 What are Virtual Machines? 00:06:00 The Ethereum Virtual Machine (EVM) 00:03:00 Fueling Your Code with Gas 00:05:00 Tools for Ethereum SDLC 00:03:00 Blockchain Client 00:03:00 Writing and Testing Your Code, Part 1 00:05:00 Writing and Testing Your Code, Part 2 00:07:00 Section 04: Ethereum Development Tools Your Ethereum Development Toolbox 00:04:00 Installing Geth Lab (CLI Blockchain Client) 00:04:00 Installing Ganache Lab (Test Blockchain) 00:06:00 Installing Truffle Lab (Development Environment and Testing Framework) 00:06:00 Installing Microsoft Visual Studio Code Lab (IDE) 00:05:00 Section 05: Your Ethereum Wallet What is an Ethereum Wallet? 00:02:00 Types of Ethereum Wallets 00:06:00 Web and Desktop Wallets 00:07:00 Mobile, Hardware, and Paper Wallets 00:09:00 Installing MetaMask 00:05:00 Section 06: Building Your First Ethereum App Preparing Your First Truffle Project 00:07:00 Writing a Simple Smart Contract 00:11:00 Compiling Your Simple Smart Contract 00:10:00 Deploying Code and Invoking Functions 00:09:00 Section 07: Learning about Smart Contracts Smart Contracts Review 00:03:00 What is Supply Chain? 00:07:00 Supply Chain Challenges and Blockchain Solutions 00:07:00 Blockchain Solution Examples 00:04:00 Ethereum Tokens 00:06:00 Your Supply Chain Project 00:08:00 Exploring Solidity 00:11:00 Defining Types of Data 00:05:00 Data Types Lab 00:09:00 Solidity Data Modifiers, Part 1 00:04:00 Solidity Data Modifiers, Part 2 00:06:00 Revisiting Gas 00:06:00 Controlling Flow 00:12:00 Handling Errors 00:05:00 Section 08: Your Supply Chain Smart Contract dApp Designing Your Supply Chain App 00:04:00 What are dApps? 00:06:00 Token Smart Contract Details 00:08:00 Supply Chain Smart Contract Details 00:06:00 Smart Contract Road Map 00:02:00 Token Smart Contract Data Lab, Part 1 00:07:00 Token Smart Contract Data Lab, Part 2 00:09:00 Supply Chain Smart Contract Data Lab, Part 1 00:05:00 Supply Chain Smart Contract Data Lab, Part 2 00:03:00 Token Smart Contract Functions Lab, Part 1 00:05:00 Token Smart Contract Functions Lab, Part 2 00:04:00 Supply Chain Smart Contract Functions Lab, Part 1 00:10:00 Supply Chain Smart Contract Functions Lab, Part 2 00:09:00 Using Events 00:07:00 Implementing Events 00:05:00 More on Ownership 00:08:00 Designing for Security 00:09:00 Implementing Minimal Functionality 00:06:00 Section 09: Testing Ethereum Apps Blockchain dApp Testing 00:10:00 Deploying Your dApp to a Test Blockchain Lab 00:08:00 Writing Tests for Ethereum dApps 00:06:00 Command-Line Testing Lab, Part 1 00:04:00 Command-Line Testing Lab, Part 2 00:11:00 Command-Line Testing Lab, Part 3 00:03:00 JavaScript Testing 00:08:00 Logging and Handling Errors 00:07:00 Logging Activity in Smart Contracts 00:05:00 Fixing Bugs in a dApp 00:05:00 Section 10: Deploying and Maintaining Ethereum Apps Test Blockchains 00:08:00 The Live Blockchain (Mainnet) 00:05:00 Connecting to Multiple Blockchains and Infura Lab 00:05:00 Configuring Truffle and Infura Lab 00:06:00 Funding Your Account Lab 00:04:00 Deploying to the Live Blockchain 00:08:00 Section 11: Integrating Non-Blockchain Apps with Ethereum Blockchain and Database Storage 00:11:00 Execution and Flow in dApps and Traditional Applications 00:05:00 Blockchain Incorporation Design Goals 00:06:00 Integration Considerations for Incorporating Blockchain 00:06:00 Interface Considerations for Incorporating Blockchain 00:04:00 Resources Resources - Ethereum Blockchain DApp Using Solidity 00:00:00

Our Online GCSE Physics Course is the international version. This courses provides knowledge and understanding of facts, concepts and principles of physics. You will also learn about the unifying patterns and themes of physics. Additionally, you will gain an understanding of the importance of the applications of physics in the world. The same International GCSE qualification you'd get in school or college Unlimited 1:1 support from your Physics tutor Fast-track - get the qualification when you need it Study 24/7, 365 on your phone, tablet or laptop You don't need any previous qualifications to study this International GCSE course. This course will teach you the Edexcel International GCSE Physics syllabus (4PH1). You'll study 7 units: Forces and motion Electricity Waves Energy resources and energy transfer Solids, liquids and gases Magnetism and electromagnetism Radioactivity and particles For a full breakdown of course content, download the IGCSE Physics Brochure. All of your lessons and assessments are available on CloudPort - our Moodle-based learning environment (Moodle VLEs are used by most colleges and universities in the UK). Start with lesson 1 and work through the course in a linear pathway or choose to jump to the section that you need. Your learning is completely flexible and allows you to set your programme of learning around the skills you need. Submit assessments as you work through the course. Get instant results and feedback on activities to track your progress. Use these assessments as learning launchpads, allowing you to focus your time on the topics you need to brush up on. You will have access to all course materials, assessments and tutor support for 12 months from the day of enrolment. Extensions are available for students who wish to study over a longer period. You are not alone! You will be assigned a personal 1:1 tutor on your day of enrolment. Your tutor will remain by your side, throughout your learning journey until you get qualified. All tutors are qualified teachers and subject matter specialists who will ensure you have the correct guidance and support when you need it. As a CloudLearn student you will have unlimited access to tutor support. CloudLearn GCSEs and A-Levels are structured around formative assessments allowing you to test your knowledge as you work towards qualification. Before taking your exam you will submit a mock exam to give you the practise you need before the big day. When ready we arrange your exam. We have agreements with exam centres all over the UK. Our students also take advantage of preferential pricing due to the volume of students we channel to exam centres. As part of your enrolment service package we will make all the arrangements for your final exam. This includes locating a centre and booking the relevant exam/s. Exam fees are additional. The Edexcel International GCSE Physics exam is available in May/June and Oct/Nov each year. It is assessed over 2 exam papers: Paper 1 4PH1 1P - 2 hour Paper 2 4PH1 2P - 1 hour 15 min We generally ask that you book written exams at least 6 months in advance. Booking your exam after the booking deadline will incur late fees (available for one month after deadline) and high late fees (available up until exam entry closure). Some students will study for the exam over a period of months or years, as they dictate their own study schedule. We do however have students who will study intensively and prepare in a matter of weeks. You are only constrained by the exam diet. GCSE exams are available in May/June of each year, with core subjects also assessed in January. We are so confident in the CloudLearn model of study that we guarantee you will pass your exam. As long as you do what we recommend, we offer a full money-back guarantee. The UK's only GCSE and A-Level specialist Study at your pace, where and when you want Study interactively on any device We guarantee your exam pass We arrange your exams Our flexible study, unlimited support, and interest-free payment plans allow you to fit learning around your busy schedule That's why we support thousands of students every year, to get the GCSEs they need to prosper. Choose to pay in full or spread the cost over our 6 months interest-free payment plans. We offer longer payment plans of 12, 24, 36 or 48 months. These extended plans are subject to interest. For more details contact our student advisors on 0330 111 4006 or visit our payment plan page. By participating in our Online GCSE Physics Course, you will gain invaluable skills that you can use in further learning or a wide-range of professions. You will test your creativity and adaptability whilst improve your problem solving, critical thinking, analytical and interpretative skills through learning how to form hypothesis and design experiments to test them. You will also learn how to be a conscientious, responsible and self-regulated learner through an appreciation of the importance of safe experimental work and accurate reporting as scientific methods. Additionally, you will discover the benefits of open-mindedness and social responsibility by evaluating, in terms of their scientific knowledge and understanding, the benefits and drawbacks of real-life applications of science. Furthermore, you will improve your communication and organisational skills as you will be tasked with selecting, organising and presenting information clearly and logically, using appropriate scientific terms and conventions. We also hope to show you the benefits of continuous learning and intellectual curiosity by inspiring a sustained enjoyment of, and interest in, the scientific world. Therefore, by taking part in the CloudLearn GCSE Physics Course, not only will you learn about the fundamental concepts of physics, you will also gain a comprehensive skill set that can be used in a variety of degrees and careers.

Our Online GCSE Sociology Course is the international version. This course provides knowledge and understanding of human societies. On this course, you will learn about sociological concepts, theories and research and evaluate them. Additionally, you will develop an understanding of continuity and change in social life. The same International GCSE qualification you'd get in school or college Unlimited 1:1 support from your Sociology tutor Fast-track - get the qualification when you need it Study 24/7, 365 on your phone, tablet or laptop You don't need any previous qualifications to study this International GCSE course. This course will teach you the Cambridge International IGCSE Sociology syllabus (0495). You'll study 8 units: Theory and Methods Culture, Identity and Socialisation Social Inequality Family Education Crime, Deviance and Social Control Media For a full breakdown of course content, download the IGCSE Sociology Brochure. All of your lessons and assessments are available on CloudPort - our Moodle-based learning environment (Moodle VLEs are used by most colleges and universities in the UK). Start with lesson 1 and work through the course in a linear pathway or choose to jump to the section that you need. Your learning is completely flexible and allows you to set your programme of learning around the skills you need. Submit assessments as you work through the course. Get instant results and feedback on activities to track your progress. Use these assessments as learning launchpads, allowing you to focus your time on the topics you need to brush up on. You will have access to all course materials, assessments and tutor support for 12 months from the day of enrolment. Extensions are available for students who wish to study over a longer period. You are not alone! You will be assigned a personal 1:1 tutor on your day of enrolment. Your tutor will remain by your side, throughout your learning journey until you get qualified. All tutors are qualified teachers and subject matter specialists who will ensure you have the correct guidance and support when you need it. As a CloudLearn student you will have unlimited access to tutor support. CloudLearn GCSEs and A-Levels are structured around formative assessments allowing you to test your knowledge as you work towards qualification. Before taking your exam you will submit a mock exam to give you the practise you need before the big day. When ready we arrange your exam. We have agreements with exam centres all over the UK. Our students also take advantage of preferential pricing due to the volume of students we channel to exam centres. As part of your enrolment service package we will make all the arrangements for your final exam. This includes locating a centre and booking the relevant exam/s. Exam fees are additional. Exam fees can be bundled using the Exam Bundles drop down when adding to basket. Have a look on our Exams Page for a detailed explanation of this service. The CIE IGCSE Sociology exam is available in May/June and November each year. It is assessed over 2 exam papers: Paper 1 0495/12 - 2 hour Paper 2 0495/22 - 1 hour 45 min We generally ask that you book written exams at least 6 months in advance. Booking your exam after the booking deadline will incur late fees (available for one month after deadline) and high late fees (available up until exam entry closure). Some students will study for the exam over a period of months or years, as they dictate their own study schedule. We do however have students who will study intensively and prepare in a matter of weeks. You are only constrained by the exam diet. GCSE exams are available in May/June of each year, with core subjects also assessed in January. We are so confident in the CloudLearn model of study that we guarantee you will pass your exam. As long as you do what we recommend, we offer a full money-back guarantee. The UK's only GCSE and A-Level specialist Study at your pace, where and when you want Study interactively on any device We guarantee your exam pass We arrange your exams Our flexible study, unlimited support, and interest-free payment plans allow you to fit learning around your busy schedule That's why we support thousands of students every year, to get the GCSEs they need to prosper. Choose to pay in full or spread the cost over our 6 months interest-free payment plans. We offer longer payment plans of 12, 24, 36 or 48 months. These extended plans are subject to interest. For more details contact our student advisors on 0330 111 4006 or visit our payment plan page. By participating in our Online GCSE Sociology Course, you will gain a wide-range of skills that can be used in a variety of degrees and professions. By developing your understanding of sociological method, including the collection, analysis and interpretation of data, you will improve your cognitive processes and strategies. You will also bolster your critical thinking and reasoning skills through developing an awareness of social, economic and political processes, and their effects. We also encourage students to be conscientious and adaptable learners by stimulating awareness of the range and limitations of sociological theory and research. Furthermore, we will enhance candidates? ability to apply sociological knowledge and understanding to their own lives and participation within society to show the benefits of social responsibility. We also promote open-mindedness by developing an appreciation and understanding of individual, social and cultural diversity. We also hope to show you the benefits of continuous learning and intellectual curiosity by inspiring a sustained enjoyment of, and interest in, sociology and its associated discourses. Therefore, the CloudLearn Online GCSE Sociology Course creates informed, innovative and broadminded learners that are equipped with the skills to excel in any degree or profession.

Protect your computer's system and networks, and keep your data safe from hackers and cyber attacks with the Digital Risk Protection Officer Training course. This cybersecurity training course provides essential training on risk management. In this course, you will learn how to protect against viruses and malicious threats through risk mitigation, penetration testing, and malware analysis. You will also be trained on how to identify risks and respond to threats and will be introduced to analytical techniques for securing your WLAN network. This cybersecurity training course is ideal for aspiring information security analysists and cybersecurity professionals. It will also benefit anyone who wishes to protect their sensitive data online. Learning Outcomes of The Digital Risk Protection Officer Training:  Learn the basics of cybersecurity risk management and risk assessment Understand the different types of risk mitigation: risk avoidance, acceptance, transference & limitation. Discover tips & tricks for analysing attacks and assessing the impact of threats Learn post-attack techniques and how to implement a forensic investigation plan Familiarise with WLAN digital security networking basics Understand the different types of authentication and the authentification process in network security Learn how encryption helps to keep your personal and private data secure Understand how to protect yourself against wireless security hacks Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Customer Service Helpdesk & Virtual Assistant Level 2 Training Do you want to start a career in customer service? Are you interested in learning the customer service skills and knowledge needed for this role but do not know where to start? To expand your professional horizons, enrol in this Customer Service course right now. This Level 2 Customer Service course is ideal for both job seekers and current employees. An organization's success is determined by the quality of its Customer Service and supports in the business world. The modern consumer prefers brands that prioritize customer service over product selection and even low prices. Customer loyalty cannot be bought at any price, but it can be obtained through excellent customer service. If you are trying to secure your first job or advance your current customer service career, this Customer Service course will make a difference. Take the first big step toward realizing your full potential today with our support of Customer Service course. Special Offers of this Customer Service: Customer Service Course This Customer Service: Customer Service Course includes a FREE PDF Certificate. Lifetime access to this Customer Service: Customer Service Course Instant access to this Customer Service: Customer Service Course Get FREE Tutor Support from Monday to Friday in this Customer Service: Customer Service Course Courses are included with this Customer Service: Customer Service Course Course 01: Level 2 Customer Service Course 02: Dealing With Difficult People Course 03: Anger Management Course 04: Level 4 Time Management Course 05: Minute Taking Course 06: Communication Skills Course 07: Workplace Stress Management [ Note: Free PDF certificate as soon as completing the Customer Service: Customer Service Course] Customer Service Helpdesk & Virtual Assistant Level 2 Training Course Curriculum of Customer Service: Customer Service Course Industry Experts Designed this Customer Service: Customer Service Course into 05 detailed modules. Assessment Method of Customer Service After completing each module of the Customer Service: Customer Service Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Customer Service After completing the MCQ/Assignment assessment for this Customer Service: Customer Service Course, you will be entitled to a Certificate of Completion from Training Tale which is completely free to download. Who is this course for? Customer Service Helpdesk & Virtual Assistant Level 2 Training This Customer Service: Customer Service Course is ideal for anyone looking for a rewarding job in customer service. Special Note: Our Course is not a regulated Customer Service: Customer Service Course. If You want to get qualified, you can consider following options: Level 1 Award in Customer Service (RQF) Level 2 Award in Customer Service (RQF) Level 2 Certificate in Customer Service (RQF) Level 2 NVQ Certificate in Customer Service (RQF) Level 3 Diploma for Customer Service Skills (RQF) Level 3 Diploma in Customer Service (RQF) Level 4 NVQ Diploma in Customer Service (RQF) Requirements Customer Service Helpdesk & Virtual Assistant Level 2 Training Students who intend to enrol in this Customer Service: Customer Service Course must meet the following requirements: Customer Service: Good command of the English language Customer Service: Must be vivacious and self-driven Customer Service: Basic computer knowledge Customer Service: A minimum of 16 years of age is required Career path Customer Service Helpdesk & Virtual Assistant Level 2 Training Customer service skills are important, so this Customer Service: Customer Service Course will enhance your CV and can help you advance in many areas. Certificates Certificate of completion Digital certificate - Included

Register on the SQL NoSQL Big Data and Hadoop today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The SQL NoSQL Big Data and Hadoop is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The SQL NoSQL Big Data and Hadoop Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the SQL NoSQL Big Data and Hadoop, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Section 01: Introduction Introduction 00:07:00 Building a Data-driven Organization - Introduction 00:04:00 Data Engineering 00:06:00 Learning Environment & Course Material 00:04:00 Movielens Dataset 00:03:00 Section 02: Relational Database Systems Introduction to Relational Databases 00:09:00 SQL 00:05:00 Movielens Relational Model 00:15:00 Movielens Relational Model: Normalization vs Denormalization 00:16:00 MySQL 00:05:00 Movielens in MySQL: Database import 00:06:00 OLTP in RDBMS: CRUD Applications 00:17:00 Indexes 00:16:00 Data Warehousing 00:15:00 Analytical Processing 00:17:00 Transaction Logs 00:06:00 Relational Databases - Wrap Up 00:03:00 Section 03: Database Classification Distributed Databases 00:07:00 CAP Theorem 00:10:00 BASE 00:07:00 Other Classifications 00:07:00 Section 04: Key-Value Store Introduction to KV Stores 00:02:00 Redis 00:04:00 Install Redis 00:07:00 Time Complexity of Algorithm 00:05:00 Data Structures in Redis : Key & String 00:20:00 Data Structures in Redis II : Hash & List 00:18:00 Data structures in Redis III : Set & Sorted Set 00:21:00 Data structures in Redis IV : Geo & HyperLogLog 00:11:00 Data structures in Redis V : Pubsub & Transaction 00:08:00 Modelling Movielens in Redis 00:11:00 Redis Example in Application 00:29:00 KV Stores: Wrap Up 00:02:00 Section 05: Document-Oriented Databases Introduction to Document-Oriented Databases 00:05:00 MongoDB 00:04:00 MongoDB Installation 00:02:00 Movielens in MongoDB 00:13:00 Movielens in MongoDB: Normalization vs Denormalization 00:11:00 Movielens in MongoDB: Implementation 00:10:00 CRUD Operations in MongoDB 00:13:00 Indexes 00:16:00 MongoDB Aggregation Query - MapReduce function 00:09:00 MongoDB Aggregation Query - Aggregation Framework 00:16:00 Demo: MySQL vs MongoDB. Modeling with Spark 00:02:00 Document Stores: Wrap Up 00:03:00 Section 06: Search Engines Introduction to Search Engine Stores 00:05:00 Elasticsearch 00:09:00 Basic Terms Concepts and Description 00:13:00 Movielens in Elastisearch 00:12:00 CRUD in Elasticsearch 00:15:00 Search Queries in Elasticsearch 00:23:00 Aggregation Queries in Elasticsearch 00:23:00 The Elastic Stack (ELK) 00:12:00 Use case: UFO Sighting in ElasticSearch 00:29:00 Search Engines: Wrap Up 00:04:00 Section 07: Wide Column Store Introduction to Columnar databases 00:06:00 HBase 00:07:00 HBase Architecture 00:09:00 HBase Installation 00:09:00 Apache Zookeeper 00:06:00 Movielens Data in HBase 00:17:00 Performing CRUD in HBase 00:24:00 SQL on HBase - Apache Phoenix 00:14:00 SQL on HBase - Apache Phoenix - Movielens 00:10:00 Demo : GeoLife GPS Trajectories 00:02:00 Wide Column Store: Wrap Up 00:04:00 Section 08: Time Series Databases Introduction to Time Series 00:09:00 InfluxDB 00:03:00 InfluxDB Installation 00:07:00 InfluxDB Data Model 00:07:00 Data manipulation in InfluxDB 00:17:00 TICK Stack I 00:12:00 TICK Stack II 00:23:00 Time Series Databases: Wrap Up 00:04:00 Section 09: Graph Databases Introduction to Graph Databases 00:05:00 Modelling in Graph 00:14:00 Modelling Movielens as a Graph 00:10:00 Neo4J 00:04:00 Neo4J installation 00:08:00 Cypher 00:12:00 Cypher II 00:19:00 Movielens in Neo4J: Data Import 00:17:00 Movielens in Neo4J: Spring Application 00:12:00 Data Analysis in Graph Databases 00:05:00 Examples of Graph Algorithms in Neo4J 00:18:00 Graph Databases: Wrap Up 00:07:00 Section 10: Hadoop Platform Introduction to Big Data With Apache Hadoop 00:06:00 Big Data Storage in Hadoop (HDFS) 00:16:00 Big Data Processing : YARN 00:11:00 Installation 00:13:00 Data Processing in Hadoop (MapReduce) 00:14:00 Examples in MapReduce 00:25:00 Data Processing in Hadoop (Pig) 00:12:00 Examples in Pig 00:21:00 Data Processing in Hadoop (Spark) 00:23:00 Examples in Spark 00:23:00 Data Analytics with Apache Spark 00:09:00 Data Compression 00:06:00 Data serialization and storage formats 00:20:00 Hadoop: Wrap Up 00:07:00 Section 11: Big Data SQL Engines Introduction Big Data SQL Engines 00:03:00 Apache Hive 00:10:00 Apache Hive : Demonstration 00:20:00 MPP SQL-on-Hadoop: Introduction 00:03:00 Impala 00:06:00 Impala : Demonstration 00:18:00 PrestoDB 00:13:00 PrestoDB : Demonstration 00:14:00 SQL-on-Hadoop: Wrap Up 00:02:00 Section 12: Distributed Commit Log Data Architectures 00:05:00 Introduction to Distributed Commit Logs 00:07:00 Apache Kafka 00:03:00 Confluent Platform Installation 00:10:00 Data Modeling in Kafka I 00:13:00 Data Modeling in Kafka II 00:15:00 Data Generation for Testing 00:09:00 Use case: Toll fee Collection 00:04:00 Stream processing 00:11:00 Stream Processing II with Stream + Connect APIs 00:19:00 Example: Kafka Streams 00:15:00 KSQL : Streaming Processing in SQL 00:04:00 KSQL: Example 00:14:00 Demonstration: NYC Taxi and Fares 00:01:00 Streaming: Wrap Up 00:02:00 Section 13: Summary Database Polyglot 00:04:00 Extending your knowledge 00:08:00 Data Visualization 00:11:00 Building a Data-driven Organization - Conclusion 00:07:00 Conclusion 00:03:00 Resources Resources - SQL NoSQL Big Data And Hadoop 00:00:00

Level 4 Diploma in Advice And Guidance Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Level 4 Diploma in Advice And Guidance Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Level 4 Diploma in Advice And Guidance bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. But that's not all. When you enrol in Level 4 Diploma in Advice And Guidance Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. Courses Are Included In this Level 4 Diploma in Advice And Guidance Career Bundle: Course 01: Level 4 Diploma in Advice And Guidance Course 02: Law & Paralegal Course 03: Legal Advisor Training Course Course 04: Financial Advisor Course 05: Mortgage Adviser Course Course 06: International Law and Human Rights Course 07: Contract Law & Consumer Protection Course 08: Criminal Law Course 09: Understanding Wills and Probate Laws Course 10: Business Law: Applied Fundamentals Course 11: Commercial Law Course 12: Advanced Diploma In UK Employment Law Course 13: Customer Service Training Course 14: UK Property Development & Law Course Course 15: Family Law Course 16: Diploma of Private Investigation & Criminology (Online) Course 17: Certificate in Anti-Money Laundering (AML) Course 18: Level 2 Certificate in Counselling Skills Course 19: Treating Post-Traumatic Stress Disorder Course 20: Psychological Wellbeing Practitioner Course - CPD Accredited Course 21: Bereavement and Grief Counselling Course 22: Couples Therapy & Counselling Course 23: Marriage and Family Therapy Course 24: Life Coaching and Counselling Course 25: Psychology & Treatment of Addiction Course 26: Diploma in Occupational Therapy Course 27: Compassion Focused Therapy Course 28: Cognitive Behavioural Therapy (CBT) Practitioner Certificate Course Course 29: Forgiveness Coaching and Therapy Course 30: Online Depression Management With Level 4 Diploma in Advice And Guidance, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in Level 4 Diploma in Advice And Guidance today and take the first step towards achieving your goals and dreams. Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away with our Level 4 Diploma in Advice And Guidance Training! The "Level 4 Diploma in Advice and Guidance" course is expertly designed to furnish learners with the essential skills and knowledge required to excel in various advisory roles across numerous sectors. This certification empowers participants with a robust framework for delivering effective Advice and Support to Clients, with knowledge from deep understanding of ethical considerations and relevant practices. Graduates of this course are well-equipped to handle complex client interactions confidently, making informed decisions that effectively meet their clients' needs. This comprehensive course also focuses on enhancing Communication Skills, enabling learners to deliver clear and concise advice. It integrates relevant theoretical knowledge, ensuring that learners can apply their skills in difficult scenarios. This experience is invaluable, as it ensures that graduates are not only competent in their understanding but also proficient in execution, making them highly sought after by employers. Moreover, this diploma offers learners the opportunity to acquire skills that are highly valued in the field of Advice and Guidance. With this Certification, graduates are better positioned to pursue career advancement and higher responsibilities within the Advice and Guidance setting. The skills and knowledge gained from this course will enable learners to make meaningful contributions to Advice and Guidance related fields impacting their Advice and Guidance experiences and long-term development. After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*30 = £390) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Level 4 Diploma in Advice And Guidance course is ideal for: Students seeking mastery in Level 4 Diploma in Advice And Guidance Professionals seeking to enhance Level 4 Diploma in Advice And Guidance skills Individuals looking for a Level 4 Diploma in Advice And Guidance-related career. Anyone passionate about the Level 4 Diploma in Advice And Guidance Please note, To get qualified you need to enrol the below programmes: Level 2 Certificate in Information Advice or Guidance (RQF) Level 3 NVQ Certificate in Advice and Guidance (RQF) Level 4 NVQ Diploma in Advice and Guidance (RQF) Requirements This Level 4 Diploma in Advice And Guidance doesn't require prior experience and is suitable for diverse learners. Career path After completing this Level 4 Diploma in Advice And Guidance bundle, you are to start your career or begin the next phase of your career. Legal Advisor: $50,000 - $90,000 Financial Advisor: $50,000 - $100,000 Mortgage Advisor: $40,000 - $75,000 Paralegal: $40,000 - $70,000 Family Law Attorney: $60,000 - $120,000 Counsellor: $40,000 - $70,000 Certificates CPD Accredited Digital certificate Digital certificate - Included Digital certificate - Included CPD Accredited e-Certificate - Free Enrolment Letter - Free Student ID Card - Free CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.

In an era awash with data, understanding it is the key to unlocking significant opportunities. Enter the realm of 'SQL For Data Analytics & Database Development'. Dive deep into the heart of data manipulation, exploration, and insight generation. This course unfurls the magic behind SQL, drawing back the curtain on the tools that empower businesses globally. Understanding SQL's profound capabilities opens doors to a world where data-driven decision-making is not just an advantage but an imperative. It isn't simply about data storage. This course unravels the art of analytics, shedding light on how to glean valuable insights from vast data lakes. The path of SQL isn't merely technical; it's the spine of transformative decisions in today's leading industries. Offering a systematic approach to database development, we invite you to embark on this illuminative journey, stitching the threads of raw data into the fabric of meaningful stories. Come harness the power of SQL. Whether your intent is data analytics or the intricate craft of database development, this is your gateway. Let us guide you, from the rudimentary steps to mastering advanced commands, constructing your data narrative, and informing the future. Learning Outcomes: Comprehend the fundamental architecture of SQL and its environment. Acquire proficiency in basic and advanced SQL statements. Understand and implement GROUP BY statements for data aggregation. Master the concepts and applications of JOINS in databases. Cultivate the ability to create and structure databases and tables. Delve into advanced SQL commands, enhancing data manipulation and querying capabilities. Construct efficient database models, fostering optimal data storage and retrieval.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/SQL-DATA-ANALYSIS.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why choose this SQL For Data Analytics & Database Development course? 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 SQL For Data Analytics & Database Development 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 SQL For Data Analytics & Database Development course for? Aspirants seeking to transition into data-driven roles in various industries. Database administrators aiming to broaden their analytical capabilities. Business analysts eager to enhance their data querying skills. Researchers in need of comprehensive data management tools. Tech enthusiasts wanting to grasp the underpinnings of database systems. Career path Data Analyst - Average salary: £35,000 - £50,000 Per Annum Database Developer - Average salary: £40,000 - £55,000 Per Annum Business Intelligence Analyst - Average salary: £38,000 - £52,000 Per Annum SQL Developer - Average salary: £42,000 - £58,000 Per Annum Database Administrator (DBA) - Average salary: £45,000 - £60,000 Per Annum Data Engineer - Average salary: £47,000 - £63,000 Per Annum Prerequisites This SQL For Data Analytics & Database Development 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. Course Curriculum Course Introduction Introduction 00:04:00 Course Curriculum Overview 00:05:00 Overview of Databases 00:10:00 SQL Environment Setup MySQL Installation 00:16:00 MySQL Workbench Installation 00:09:00 Connecting to MySQL using Console 00:09:00 SQL Statement Basics Overview of Challenges 00:04:00 SQL Statement Basic 00:16:00 SELECT Statement 00:09:00 SELECT DISTINCT 00:05:00 Column AS Statement 00:12:00 COUNT built-in Method usage 00:11:00 SELECT WHERE Clause - Part One 00:05:00 SELECT WHERE Clause - Part Two 00:11:00 SQL Statement Basic 00:16:00 SQL Limit Clause Statement 00:09:00 SQL Using BETWEEN with Same Column Data 00:11:00 How to Apply IN Operator 00:11:00 Wildcard Characters with LIKE and ILIKE 00:11:00 GROUP BY Statements Overview of GROUP BY 00:06:00 Aggregation function SUM() 00:09:00 Aggregation MIN() and MAX() 00:05:00 GROUP BY - One 00:09:00 GROUP BY - Two 00:12:00 HAVING Clause 00:05:00 JOINS Overview of JOINS 00:04:00 Introduction to JOINS 00:04:00 AS Statement table 00:03:00 INNER Joins 00:14:00 FULL Outer Join 00:11:00 LEFT Outer JOIN 00:08:00 RIGHT JOIN 00:08:00 Union 00:07:00 Advanced SQL Commands / Statements Timestamps 00:12:00 EXTRACT from timestamp 00:10:00 Mathematical Functions 00:12:00 String Functions 00:22:00 SUBQUERY 00:13:00 Creating Database and Tables Basic of Database and Tables 00:06:00 DataTypes 00:10:00 Primarykey and Foreignkey 00:06:00 Create Table in SQL Script 00:13:00 Insert 00:11:00 Update 00:07:00 Delete 00:04:00 Alter Table 00:09:00 Drop Table 00:05:00 NOT NULL Constraint 00:08:00 UNIQUE Constraint 00:09:00 Databases and Tables Creating a Database backup 00:12:00 10a Overview of Databases and Tables 00:05:00 10c Restoring a Database 00:07:00

Delve into the world of data analysis with 'R Programming for Data Science,' a course designed to guide learners through the intricacies of R, a premier programming language in the data science domain. The course opens with a broad perspective on data science, illuminating the pivotal role of R in this field. Learners are then introduced to R and RStudio, equipping them with the foundational tools and interfaces essential for R programming. The curriculum progresses with an introduction to the basics of R, ensuring learners grasp the core principles that underpin more complex operations. A highlight of this course is its in-depth exploration of R's versatile data structures, including vectors, matrices, factors, and data frames. Each unit is crafted to provide learners with a comprehensive understanding of these structures, pivotal for effective data handling and manipulation. The course also emphasizes the importance of relational and logical operators in R, key elements for executing data operations. As the course advances, learners will engage with the nuances of conditional statements and loops, essential for writing efficient and dynamic R scripts. Moving into more advanced territories, the course delves into the creation and usage of functions, an integral part of R programming, and the exploration of various R packages that extend the language's capabilities. Learners will also gain expertise in the 'apply' family of functions, crucial for streamlined data processing. Further units cover regular expressions and effective strategies for managing dates and times in data sets. The course concludes with practical applications in data acquisition, cleaning, visualization, and manipulation, ensuring learners are well-prepared to tackle real-world data science challenges using R. Learning Outcomes Develop a foundational understanding of R's role in data science and proficiency in RStudio. Gain fluency in R programming basics, enabling the handling of complex data tasks. Acquire skills in managing various R data structures for efficient data analysis. Master relational and logical operations for advanced data manipulation in R. Learn to create functions and utilize R packages for expanded analytical capabilities. Why choose this R Programming for Data Science course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the 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. Unlock career resources for CV improvement, interview readiness, and job success. Who is this R Programming for Data Science course for? Beginners in data science eager to learn R programming. Data analysts and scientists looking to enhance their skills in R. Researchers in various fields requiring advanced data analysis tools. Statisticians seeking to adopt R for more sophisticated data manipulations. Professionals in finance, healthcare, and other sectors needing data-driven insights. Career path Data Scientist (R Expertise): £30,000 - £70,000 Data Analyst (R Programming Skills): £27,000 - £55,000 Bioinformatics Scientist (R Proficiency): £35,000 - £60,000 Quantitative Analyst (R Knowledge): £40,000 - £80,000 Research Analyst (R Usage): £25,000 - £50,000 Business Intelligence Developer (R Familiarity): £32,000 - £65,000 Prerequisites This R Programming for Data Science does not require you to have any prior qualifications or experience. You can just enrol and start learning.This R Programming for Data Science 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. Course Curriculum Unit 01: Data Science Overview Introduction to Data Science 00:01:00 Data Science: Career of the Future 00:04:00 What is Data Science? 00:02:00 Data Science as a Process 00:02:00 Data Science Toolbox 00:03:00 Data Science Process Explained 00:05:00 What's next? 00:02:00 Unit 02: R and RStudio Engine and coding environment 00:03:00 Installing R and RStudio 00:04:00 RStudio: A quick tour 00:04:00 Unit 03: Introduction to Basics Arithmetic with R 00:03:00 Variable assignment 00:04:00 Basic data types in R 00:03:00 Unit 04: Vectors Creating a vector 00:05:00 Naming a vector 00:04:00 Arithmetic calculations on vectors 00:07:00 Vector selection 00:06:00 Selection by comparison 00:04:00 Unit 05: Matrices What's a Matrix? 00:02:00 Analyzing Matrices 00:03:00 Naming a Matrix 00:05:00 Adding columns and rows to a matrix 00:06:00 Selection of matrix elements 00:03:00 Arithmetic with matrices 00:07:00 Additional Materials 00:00:00 Unit 06: Factors What's a Factor? 00:02:00 Categorical Variables and Factor Levels 00:04:00 Summarizing a Factor 00:01:00 Ordered Factors 00:05:00 Unit 07: Data Frames What's a Data Frame? 00:03:00 Creating Data Frames 00:20:00 Selection of Data Frame elements 00:03:00 Conditional selection 00:03:00 Sorting a Data Frame 00:03:00 Additional Materials 00:00:00 Unit 08: Lists Why would you need lists? 00:01:00 Creating a List 00:06:00 Selecting elements from a list 00:03:00 Adding more data to the list 00:02:00 Additional Materials 00:00:00 Unit 09: Relational Operators Equality 00:03:00 Greater and Less Than 00:03:00 Compare Vectors 00:03:00 Compare Matrices 00:02:00 Additional Materials 00:00:00 Unit 10: Logical Operators AND, OR, NOT Operators 00:04:00 Logical operators with vectors and matrices 00:04:00 Reverse the result: (!) 00:01:00 Relational and Logical Operators together 00:06:00 Additional Materials 00:00:00 Unit 11: Conditional Statements The IF statement 00:04:00 IFELSE 00:03:00 The ELSEIF statement 00:05:00 Full Exercise 00:03:00 Additional Materials 00:00:00 Unit 12: Loops Write a While loop 00:04:00 Looping with more conditions 00:04:00 Break: stop the While Loop 00:04:00 What's a For loop? 00:02:00 Loop over a vector 00:02:00 Loop over a list 00:03:00 Loop over a matrix 00:04:00 For loop with conditionals 00:01:00 Using Next and Break with For loop 00:03:00 Additional Materials 00:00:00 Unit 13: Functions What is a Function? 00:02:00 Arguments matching 00:03:00 Required and Optional Arguments 00:03:00 Nested functions 00:02:00 Writing own functions 00:03:00 Functions with no arguments 00:02:00 Defining default arguments in functions 00:04:00 Function scoping 00:02:00 Control flow in functions 00:03:00 Additional Materials 00:00:00 Unit 14: R Packages Installing R Packages 00:01:00 Loading R Packages 00:04:00 Different ways to load a package 00:02:00 Additional Materials 00:00:00 Unit 15: The Apply Family - lapply What is lapply and when is used? 00:04:00 Use lapply with user-defined functions 00:03:00 lapply and anonymous functions 00:01:00 Use lapply with additional arguments 00:04:00 Additional Materials 00:00:00 Unit 16: The apply Family - sapply & vapply What is sapply? 00:02:00 How to use sapply 00:02:00 sapply with your own function 00:02:00 sapply with a function returning a vector 00:02:00 When can't sapply simplify? 00:02:00 What is vapply and why is it used? 00:04:00 Additional Materials 00:00:00 Unit 17: Useful Functions Mathematical functions 00:05:00 Data Utilities 00:08:00 Additional Materials 00:00:00 Unit 18: Regular Expressions grepl & grep 00:04:00 Metacharacters 00:05:00 sub & gsub 00:02:00 More metacharacters 00:04:00 Additional Materials 00:00:00 Unit 19: Dates and Times Today and Now 00:02:00 Create and format dates 00:06:00 Create and format times 00:03:00 Calculations with Dates 00:03:00 Calculations with Times 00:07:00 Additional Materials 00:00:00 Unit 20: Getting and Cleaning Data Get and set current directory 00:04:00 Get data from the web 00:04:00 Loading flat files 00:03:00 Loading Excel files 00:05:00 Additional Materials 00:00:00 Unit 21: Plotting Data in R Base plotting system 00:03:00 Base plots: Histograms 00:03:00 Base plots: Scatterplots 00:05:00 Base plots: Regression Line 00:03:00 Base plots: Boxplot 00:03:00 Unit 22: Data Manipulation with dplyr Introduction to dplyr package 00:04:00 Using the pipe operator (%>%) 00:02:00 Columns component: select() 00:05:00 Columns component: rename() and rename_with() 00:02:00 Columns component: mutate() 00:02:00 Columns component: relocate() 00:02:00 Rows component: filter() 00:01:00 Rows component: slice() 00:04:00 Rows component: arrange() 00:01:00 Rows component: rowwise() 00:02:00 Grouping of rows: summarise() 00:03:00 Grouping of rows: across() 00:02:00 COVID-19 Analysis Task 00:08:00 Additional Materials 00:00:00 Assignment Assignment - R Programming for Data Science 00:00:00