5929 Computing & IT courses

Description: Microsoft Windows 10 Complete Course is comprised of lessons which will help the novice to advanced computer users. Windows 10 is the latest iteration of the popular Windows operating system. It has upgraded features which makes it completely different and advanced compared to its predecessors. In the introductory modules, you will be accustomed to the new interface and features. You will also be taught on using with virtual desktops, managing apps and devices, sharing files and folders, system recovery, security settings, etc. By the end of this course, learners will be comfortable with the Windows 10 interface, using Windows Store apps, work with the Windows 10 desktop, using Microsoft Edge, customizing the Windows 10 environment, using Windows 10 security features, and more. Learning Outcomes: Learn to use desktop and Start menu, multitask using apps, and focus on the new Snap Assist feature Familiarize yourself with notifications, Action Center, Contana, search fields, and virtual desktops in the Windows 10 environment before learning how to connect devices to PC Customize the Window according to your needs using the Settings window and Control panel to modify Windows settings Further personalize the lock screen, desktop, and get introduced to OneDrive - a prominent feature of this version of Windows Work with 3 key productivity apps: Mail, Calendar and Camera Have fun with the entertainment side of Windows 10 by getting to know Groove Music, Movies &TV, and Xbox apps Browse the internet using Microsoft Edge Introduction to PC's and Windows 10 user interface, learn to sign in and navigate smoothly through the Start menu Familiarize yourself with the use of desktop and its components, create and modify files through desktop applications, and manage files and folders with File Explorer Explore the internet with Microsoft Edge and utilizing its tabs Discover best ways to use the Windows Store and Universal Apps Interact with Microsoft Cortana and store and/or share files with OneDrive Create new user accounts for the Windows and customize the Start menu Set up account passwords for users and use Windows Defender Get to know how to use Settings window, control panel, working with desktops and managing apps Utilize the Control Panel and Settings window to configure the user accounts, before moving onto family safety features Best ways to utilize key Windows 10 apps like Mail, Calendar, Groove Music, Movies & TV, Camera and Xbox Connect your PC to other devices and change their settings, further manage devices and printer through the Control Panel Learn more about networks and manage them, and share files and folders with Homegroup features Work with file history and data backups, recovering your PC, and configure security settings View system information, utilize the Task Manager, optimize power consumption and troubleshoot problems Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Windows 10 Complete Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Windows 10 Complete Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module - 1 Navigate the Desktop 01:00:00 Explore the Start Menu 01:00:00 Multitask with Apps 00:15:00 View Notifications 00:30:00 Search Your Computer 01:00:00 Work with Virtual Desktops 00:30:00 Connect Devices to Your PC 00:30:00 Change Basic Windows Settings 01:00:00 Customize the Lock Screen 00:30:00 Customize the Desktop 00:30:00 Store and Share Files with OneDrive 00:30:00 Use Mail 01:00:00 Use Calendar 01:00:00 Use Camera 00:30:00 Use Groove Music 00:30:00 Use Movies & TV 00:30:00 Use Xbox 01:00:00 Navigate Microsoft Edge 00:30:00 Use Microsoft Edge 01:00:00 Manage Tabs 00:15:00 Modify Microsoft Edge Options 01:00:00 Module - 2 Identify Components of a Personal Computer 00:30:00 Start and Sign into Windows 10 00:45:00 Navigate the Start Menu 00:45:00 Using the Desktop 00:30:00 Elements of a Desktop Window 00:30:00 Manage Files and Folders with File Explorer 00:45:00 Create and Modify Files with Desktop Applications 00:30:00 Components of the Internet 00:30:00 Use Microsoft Edge 00:30:00 Manage Tabs in Microsoft Edge 00:30:00 Using Windows Store 01:00:00 Universal Apps in Windows 10 00:30:00 Interact with Microsoft Cortana 01:30:00 Store and Share Files with OneDrive 00:30:00 Configure User Accounts Using the Settings Window 00:30:00 Personalize Windows 10 00:30:00 Account Passwords 00:30:00 Use Windows Defender 00:30:00 Module - 3 The Settings Window 00:30:00 The Control Panel 00:30:00 Work with Virtual Desktops 00:30:00 Manage Apps 00:30:00 Configure User Accounts Using the Control Panel 00:30:00 Configure User Accounts Using the Settings Window 01:00:00 Use Family Safety Features 00:45:00 Use Mail 00:45:00 Use Calendar 00:30:00 Use Groove Music 00:30:00 Use Movies & TV 00:30:00 Use Camera 00:30:00 Use Xbox 00:30:00 Connect Devices to Your PC 00:30:00 Modify Device Settings 00:30:00 Devices and Printers in the Control Panel 00:30:00 Overview of Networks 00:30:00 Share Files and Folders with a Homegroup 00:30:00 Manage Networks 00:30:00 File History 00:30:00 System Recovery 00:45:00 View System Information 00:30:00 Use the Task Manager 00:45:00 Optimize Power Consumption 00:30:00 Troubleshoot Problems 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description Learn to create a Sway from start to finish with the Microsoft Sway Online Training course. Microsoft Sway is an easy-to-use digital storytelling app for creating and sharing interactive reports, newsletters, presentations, personal stories and more. Throughout the course, you will learn how to use Microsoft Sway to create newsletters, presentations, documentation, or for doing communication. The course teaches you where to access, and how to start building your own Sways such as presentations, tutorials, newsletters, stories, and more. Sway's design engine allows you to bring your content together nicely and helps you to finish it. You will learn how to share any Sway or co-edited it with a simple URL. In short, the course illustrates the techniques of using the program to create interactive reports, newsletters, presentations, etc. You will also know how to use Sway to collaborate on projects and share them with others. Certification: After completing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Sway Online Training is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Sway Online Training is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module: 01 TOPIC A: Launch Sway 00:30:00 TOPIC B: Create a New Sway Project 00:45:00 TOPIC C: Create Cards 00:30:00 TOPIC D: Manage Cards 00:30:00 TOPIC E: Manage Sway Projects 00:30:00 Module: 02 TOPIC A: Format Text 00:30:00 TOPIC B: Add Media 00:45:00 Module: 03 TOPIC A: Work with Images 00:45:00 TOPIC B: Customize Image Display 00:45:00 TOPIC C: Set Design Options 00:30:00 Module: 04 TOPIC A: Edit Sway Projects 00:30:00 TOPIC B: Share a Sway Project 00:45:00 TOPIC C: Set Sway Project Options 00:30:00 Order Your Certificate Order Your Certificate 00:00:00

💻🚀 Ready to code? Learn JavaScript programming with Compete High! From basics to DOM manipulation, this self-paced JavaScript course is perfect for beginners & pros. Earn your certificate and boost your career! 🎓🔥

Overview With the ever-increasing demand for Security and Risk Management in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Security and Risk Management may be. Learning about Security and Risk Management or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Security and Risk Management . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Security and Risk Management is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Security and Risk Management course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Security and Risk Management course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Security and Risk Management course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Security and Risk Management , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Security and Risk Management , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Security and Risk Management , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Security and Risk Management course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Chapter 01 Introduction to Security Management Introduction to Security Management 00:00 Chapter 02 Security Risk Analysis and Risk Reduction Security Risk Analysis and Risk Reduction 00:00 Chapter 03 Managing Security Managing Security 00:00 Chapter 04 Physical Security Management Physical Security Management 00:00 Chapter 05 Information Security Management Information Security Management 00:00 Chapter 06 Cybersecurity Cybersecurity 00:00 Chapter 07 Organisational Security Management Organisational Security Management 00:00 Chapter 08 Home Security Management Home Security Management 00:00

Are you ready to embark on an enlightening journey of wisdom with the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Security Management, Criminal Intelligence, Cyber Security & GDPR. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Security Management Diploma Course 02: Security Guard Course 03: Criminal Intelligence Analyst Course 04: Criminal Law Course 05: CCTV Operator Course Course 06: Extremism & Terrorism Awareness Course 07: Cyber Security Awareness Training Course 08: GDPR Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle illuminate your path to wisdom. The Security Management, Criminal Intelligence, Cyber Security & GDPR bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Security Management, Criminal Intelligence, Cyber Security & GDPR package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Security Management, Criminal Intelligence, Cyber Security & GDPR community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle. Establish robust bases across each course nestled within the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle. Decipher intricate concepts through the articulate content of the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Security Management, Criminal Intelligence, Cyber Security & GDPR bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Security Management, Criminal Intelligence, Cyber Security & GDPR bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Security Management, Criminal Intelligence, Cyber Security & GDPR journey and let knowledge guide you towards a brighter future. CPD 90 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is perfect for : Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Security Management, Criminal Intelligence, Cyber Security & GDPR bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Security Management bundle lays a solid groundwork. Certificates CPD Accredited Certificate Digital certificate - Included Hardcopy Transcript: £9.99 Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

This is a concise, clear, and practical course for learning modern web design, UI/UX design, and mobile app design using the Figma tool. There are various exercises to practice and learn navigating through the course; there are no hardcore prerequisites to join this course.

Overview This comprehensive course on SAP Controlling (CO) - Product Costing S4HANA will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This SAP Controlling (CO) - Product Costing S4HANA comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this SAP Controlling (CO) - Product Costing S4HANA. It is available to all students, of all academic backgrounds. Requirements Our SAP Controlling (CO) - Product Costing S4HANA is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 25 lectures • 02:29:00 total length •Unit 1: Introduction to the Course: 00:02:00 •Unit 2: Introduction to Product Costing: 00:02:00 •Unit 3: Scenario for Product Costing: 00:03:00 •Unit 1: Create Material Master Data; Introduction to MAV, Standard Price and Planned Price: 00:14:00 •Unit 1: Introduction to Bill of Materials, Activities, Routing and Overheads: 00:08:00 •Unit 2: Introduction to Activity Type Price Planning: 00:05:00 •Unit 3: Configuration of Bill of Materials: 00:04:00 •Unit 4: Configuration for Activity Types and Creation of Secondary CE in S4HANA: 00:09:00 •Unit 5: Configuration for cost element input planning: 00:09:00 •Unit 6: Configuration for Activity type price planning: 00:04:00 •Unit 7: Activity price calculation: 00:03:00 •Unit 1: Configuration for Overhead Management: 00:05:00 •Unit 2: Configuration of Overhead Key and Overhead Group: 00:08:00 •Unit 1: Introduction to Costing Sheet: 00:04:00 •Unit 2: Configuration of Costing Sheet: 00:13:00 •Unit 1: Introduction to Costing Variant: 00:05:00 •Unit 2: Configuration of Costing Variant: 00:07:00 •Unit 1: Introduction to Routing and Work Centres: 00:03:00 •Unit 2: Configuration for Routing and Work Centres: 00:21:00 •Unit 1: Introduction and Configuration of Cost Component Structure: 00:08:00 •Unit 1: Steps in Standard Costing Run: 00:02:00 •Unit 2: Execution of Cost Estimation Run: 00:05:00 •Unit 3: Marking and Releasing the cost: 00:05:00 •Resources - SAP Controllling (CO) - Product Costing S4HANA: 00:00:00 •Assignment - SAP Controllling (CO) - Product Costing S4HANA: 00:00:00

Overview This comprehensive course on Intelligence Analyst Certification Course will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This Intelligence Analyst Certification Course comes with accredited certification, which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Intelligence Analyst Certification Course. It is available to all students, of all academic backgrounds. Requirements Our Intelligence Analyst Certification Course is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 8 sections • 8 lectures • 06:03:00 total length •Defining Intelligence Analysis: 00:46:00 •Development of Intelligence Analysis: 00:49:00 •The Intelligence Cycle: 00:36:00 •Critical Thinking and Structuring: 00:39:00 •Analysis Process and Best Practice: 01:00:00 •Intelligence and National Security: 00:45:00 •Legal Issues and Ethics: 00:42:00 •Your Role, Responsibilities, and Functions as an Analyst: 00:46:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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): 00:17:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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

Overview This comprehensive course on Data Science & Machine Learning with R will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with R comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with R. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with R is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 10 sections • 69 lectures • 22:07:00 total length •Data Science and Machine Learning Introduction: 00:03:00 •What is Data Science: 00:10:00 •Machine Learning Overview: 00:05:00 •Who is This Course for: 00:03:00 •Data Science and Machine Learning Marketplace: 00:05:00 •Data Science and Machine Learning Job Opportunities: 00:03:00 •Getting Started: 00:11:00 •Basics: 00:06:00 •Files: 00:11:00 •RStudio: 00:07:00 •Tidyverse: 00:05:00 •Resources: 00:04:00 •Unit Introduction: 00:30:00 •Basic Type: 00:09:00 •Vector Part One: 00:20:00 •Vectors Part Two: 00:25:00 •Vectors - Missing Values: 00:16:00 •Vectors - Coercion: 00:14:00 •Vectors - Naming: 00:10:00 •Vectors - Misc: 00:06:00 •Creating Matrics: 00:31:00 •List: 00:32:00 •Introduction to Data Frames: 00:19:00 •Creating Data Frames: 00:20:00 •Data Frames: Helper Functions: 00:31:00 •Data Frames Tibbles: 00:39:00 •Intermediate Introduction: 00:47:00 •Relational Operations: 00:11:00 •Conditional Statements: 00:11:00 •Loops: 00:08:00 •Functions: 00:14:00 •Packages: 00:11:00 •Factors: 00:28:00 •Dates and Times: 00:30:00 •Functional Programming: 00:37:00 •Data Import or Export: 00:22:00 •Database: 00:27:00 •Data Manipulation in R Introduction: 00:36:00 •Tidy Data: 00:11:00 •The Pipe Operator: 00:15:00 •The Filter Verb: 00:22:00 •The Select Verb: 00:46:00 •The Mutate Verb: 00:32:00 •The Arrange Verb: 00:10:00 •The Summarize Verb: 00:23:00 •Data Pivoting: 00:43:00 •JSON Parsing: 00:11:00 •String Manipulation: 00:33:00 •Web Scraping: 00:59:00 •Data Visualization in R Section Intro: 00:17:00 •Getting Started: 00:16:00 •Aesthetics Mappings: 00:25:00 •Single Variable Plots: 00:37:00 •Two Variable Plots: 00:21:00 •Facets, Layering, and Coordinate Systems: 00:18:00 •Styling and Saving: 00:12:00 •Creating with R Markdown: 00:29:00 •Introduction to R Shiny: 00:26:00 •A Basic R Shiny App: 00:31:00 •Other Examples with R Shiny: 00:34:00 •Machine Learning Part 1: 00:22:00 •Machine Learning Part 2: 00:47:00 •Starting a Data Science Career Section Overview: 00:03:00 •Data Science Resume: 00:04:00 •Getting Started with Freelancing: 00:05:00 •Top Freelance Websites: 00:05:00 •Personal Branding: 00:05:00 •Importance of Website and Blo: 00:04:00 •Networking Do's and Don'ts: 00:04:00