3029 Engineering courses delivered Online

Duration 3 Days 18 CPD hours This course is intended for Application developers who want to build cloud-native applications or redesign existing applications that will run on Google Cloud Platform Overview This course teaches participants the following skills: Use best practices for application development. Choose the appropriate data storage option for application data. Implement federated identity management. Develop loosely coupled application components or microservices. Integrate application components and data sources. Debug, trace, and monitor applications. Perform repeatable deployments with containers and deployment services. Choose the appropriate application runtime environment; use Google Container Engine as a runtime environment and later switch to a no-ops solution with Google App Engine flexible environment. Learn how to design, develop, and deploy applications that seamlessly integrate components from the Google Cloud ecosystem. This course uses lectures, demos, and hands-on labs to show you how to use Google Cloud services and pre-trained machine learning APIs to build secure, scalable, and intelligent cloud-native applications. Best Practices for Application Development Code and environment management. Design and development of secure, scalable, reliable, loosely coupled application components and microservices. Continuous integration and delivery. Re-architecting applications for the cloud. Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK How to set up and use Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK. Lab: Set up Google Client Libraries, Cloud SDK, and Firebase SDK on a Linux instance and set up application credentials. Overview of Data Storage Options Overview of options to store application data. Use cases for Google Cloud Storage, Cloud Firestore, Cloud Bigtable, Google Cloud SQL, and Cloud Spanner. Best Practices for Using Cloud Firestore Best practices related to using Cloud Firestore in Datastore mode for:Queries, Built-in and composite indexes, Inserting and deleting data (batch operations),Transactions,Error handling. Bulk-loading data into Cloud Firestore by using Google Cloud Dataflow. Lab: Store application data in Cloud Datastore. Performing Operations on Cloud Storage Operations that can be performed on buckets and objects. Consistency model. Error handling. Best Practices for Using Cloud Storage Naming buckets for static websites and other uses. Naming objects (from an access distribution perspective). Performance considerations. Setting up and debugging a CORS configuration on a bucket. Lab: Store files in Cloud Storage. Handling Authentication and Authorization Cloud Identity and Access Management (IAM) roles and service accounts. User authentication by using Firebase Authentication. User authentication and authorization by using Cloud Identity-Aware Proxy. Lab: Authenticate users by using Firebase Authentication. Using Pub/Sub to Integrate Components of Your Application Topics, publishers, and subscribers. Pull and push subscriptions. Use cases for Cloud Pub/Sub. Lab: Develop a backend service to process messages in a message queue. Adding Intelligence to Your Application Overview of pre-trained machine learning APIs such as Cloud Vision API and Cloud Natural Language Processing API. Using Cloud Functions for Event-Driven Processing Key concepts such as triggers, background functions, HTTP functions. Use cases. Developing and deploying functions. Logging, error reporting, and monitoring. Managing APIs with Cloud Endpoints Open API deployment configuration. Lab: Deploy an API for your application. Deploying Applications Creating and storing container images. Repeatable deployments with deployment configuration and templates. Lab: Use Deployment Manager to deploy a web application into Google App Engine flexible environment test and production environments. Execution Environments for Your Application Considerations for choosing an execution environment for your application or service:Google Compute Engine (GCE),Google Kubernetes Engine (GKE), App Engine flexible environment, Cloud Functions, Cloud Dataflow, Cloud Run. Lab: Deploying your application on App Engine flexible environment. Debugging, Monitoring, and Tuning Performance Application Performance Management Tools. Stackdriver Debugger. Stackdriver Error Reporting. Lab: Debugging an application error by using Stackdriver Debugger and Error Reporting. Stackdriver Logging. Key concepts related to Stackdriver Trace and Stackdriver Monitoring. Lab: Use Stackdriver Monitoring and Stackdriver Trace to trace a request across services, observe, and optimize performance.

Duration 5 Days 30 CPD hours This course is intended for Professionals who need to maintain or set up a Kubernetes cluster Container Orchestration Engineers DevOps Professionals Overview Cluster architecture, installation, and configuration Rolling out and rolling back applications in production Scaling clusters and applications to best use How to create robust, self-healing deployments Networking configuration on cluster nodes, services, and CoreDNS Persistent and intelligent storage for applications Troubleshooting cluster, application, and user errors Vendor-agnostic cloud provider-based Kubernetes Kubernetes is a Cloud Orchestration Platform providing reliability, replication, and stability while maximizing resource utilization for applications and services. By the conclusion of this hands-on, vendor agnostic training you will go back to work with the knowledge, skills, and abilities to design, implement, and maintain a production-grade Kubernetes cluster. We prioritize covering all objectives and concepts necessary for passing the Certified Kubernetes Administrator (CKA) exam. You will be provided the components necessary to assemble your own high availability Kubernetes environment and configure, expand, and control it to meet the demands made of cluster administrators. Your week of intensive, hands-on training will conclude with a mock CKA exam that simulates the real exam. Cluster Architecture, Installation & Configuration Each student will be given an environment that allows them to build a Kubernetes cluster from scratch. After a detailed discussion on key architectural components and primitives, students will install and compare two production grade Kubernetes clusters. Review: Kubernetes Fundamentals After successfully instantiating their own Kubernetes Cluster, students will be guided through foundational concepts of deploying and managing applications in a production environment. Workloads & Scheduling After establishing a solid Kubernetes command line foundation, students will be led through discussion and hands-on labs which focus on effectively creating applications that are easy to configure, simple to manage, quick to scale, and able to heal themselves. Services & Networking Thoroughly understanding the underlying physical and network infrastructure of a Kubernetes cluster is an essential skill for a Certified Kubernetes Administrator. After an in-depth discussion of the Kubernetes Networking Model, students explore the networking of their cluster?s Control Plane, Workers, Pods, and Services. Storage Certified Kubernetes Administrators are often in charge of designing and implementing the storage architecture for their clusters. After discussing many common cluster storage solutions and how to best use each, students practice incorporating stateful storage into their applications. Troubleshooting A Certified Kubernetes Administrator is expected to be an effective troubleshooter for their cluster. The lecture covers a variety of ways to evaluate and optimize available log information for efficient troubleshooting, and the labs have students practice diagnosing and resolving several typical issues within their Kubernetes Cluster. Certified Kubernetes Administrator Practice Exam Just like the Cloud Native Computing Foundation CKA Exam, the students will be given two hours to complete hands-on tasks in their own Kubernetes environment. Unlike the certification exam, students taking the Alta3 CKA Practice Exam will have scoring and documented answers available immediately after the exam is complete, and will have built-in class time to re-examine topics that they wish to discuss in greater depth.

Duration 5 Days 30 CPD hours This course is intended for Motivations: Use and manage containers from first principles & architect basic applications for Kubernetes Roles: general technical audiences & IT professionals CN251 is an intensive cloud native training bootcamp for IT professionals looking to develop skills in deploying and administering containerized applications in Kubernetes. Over the course of five days, students will start with learning about first principles for application containerization followed by learning how to stand up a containerized application in Kubernetes, and, finally, ramping up the skills for day-1 operating tasks for managing a Kubernetes production environment. CN251 is an ideal course for those who need to accelerate the development of their IT skills for a rapidly-changing technology landscape. Additional course details: Nexus Humans Cloud Native Operations Bootcamp training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Cloud Native Operations Bootcamp course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Overview This comprehensive course on 'Bricklaying' will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This 'Bricklaying' 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 'Bricklaying'. It is available to all students, of all academic backgrounds. Requirements Our 'Bricklaying' is fully compatible with PC's, Mac's, Laptop,Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 • 02:16:00 total length •Introduction to Bricklaying: 00:13:00 •Tools of Bricklaying: 00:26:00 •Bonding of Bricklaying: 00:19:00 •Basic Techniques of Bricklaying: 00:15:00 •Constructing Walls: 00:16:00 •Basic Joint Finishes: 00:14:00 •Building Curved Arches: 00:15:00 •Building Curved Brickwork and Defects and Maintenance of Bricklaying: 00:18:00

Overview This comprehensive course on Energy Auditing Training: ISO 50001 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Energy Auditing Training: ISO 50001  comes with accredited certification from CPD, 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 Energy Auditing Training: ISO 50001. It is available to all students, of all academic backgrounds. Requirements Our Energy Auditing Training: ISO 50001 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 7 lectures • 01:42:00 total length •About Energy Audit: 00:17:00 •Types of Energy audit and Energy Management system: 00:13:00 •Phase 1 of Energy Audit- Preparation: 00:16:00 •Phase 2 (Execution of Energy Audit): 00:22:00 •Phase 3 of Energy Audit- Reporting: 00:17:00 •ISO 50001 & Energy Management Case Studies: 00:17:00 •Assignment - Energy Auditing Training: ISO 50001: 00:00:00

Overview The global aviation industry is booming. In 2022, passenger traffic reached 4.5 billion, expected to exceed 5.6 billion by 2030. The Airport Management Level 3 course is designed to provide you with the knowledge and skills about all aspects of airport operations, from customer service to security to innovation and growth.This Level 3 course delves into essential aspects of airport operations, providing a solid foundation in Airport Customer Service, Passenger Terminal Management, Cargo Management, Security Management, and more. With a total duration of 2 hours and 38 minutes, this program ensures a thorough understanding of critical components vital for successful airport management.Dive deep into airport management and fly to new professional heights. Enrol now!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 Airport Management Level 3. It is available to all students, of all academic backgrounds. Requirements Our Airport Management Level 3 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 • 11 lectures • 02:35:00 total length •Introduction to Airport Management: 00:14:00 •Airport Customer Service: 00:10:00 •Passenger Terminal Management: 00:14:00 •Airport Components: 00:17:00 •Airport Peaks and Airline Scheduling: 00:16:00 •Cargo Management: 00:17:00 •Aviation Noise Control: 00:09:00 •Weather Control: 00:14:00 •Sustainable Airport Management: 00:15:00 •Security Management: 00:15:00 •Innovation and Growth: 00:14:00

Overview This CPD-accredited course on Building Information Modelling (BIM) provides an in-depth examination of BIM to improve your knowledge and proficiency. It covers all the fundamentals of BIM, including its nature, history, processes, pertinent technology, and software, as well as its future developments. The course also covers BIM's function in design and construction, as well as its practical applications for facility managers and owners. After completing this course, your resume will seem much better, which will make you more marketable to employers. To advance your career in Building Information Modelling, enrol now. How will I get my certificate? A few crucial actions must be taken in order to receive your certificate in the Building Information Modelling course: During or after the course, finish an online quiz or written test. Complete these tests to show that you understand the subject. Upon completion of the course, you will be qualified for certification. This certification serves as official recognition of your accomplishment.. Who is This course for? The target audience for this Building Information Modelling course is broad: Suitable for people who are new to Building Information Modelling (no prior knowledge is required). Accepting students with any kind of academic background. Ideal for professionals who want to expand their skill set. Ideal for students who want to learn about contemporary design and building technologies. obtainable by anybody wishing to increase their understanding of this advanced subject. Requirements The Building Information Modelling course offers unparalleled flexibility and accessibility. Fully compatible with PCs, Macs, laptops, tablets, and smartphones. Designed for optimal functionality on both tablets and smartphones. Accessible over Wi-Fi and mobile networks (3G or 4G). There is no deadline for course completion, allowing for self-paced study. Requires an average level of English proficiency for effective comprehension. Career Path Learning this new skill will help you advance in your career. Building Information Modelling course will help you get job from - BIM Coordinator: £25,000-£40,000 annually. BIM Manager: £35,000-£55,000 annually. Architectural Technologist: £20,000-£35,000 annually. Construction Project Manager: £27,000-£70,000 annually. Structural Engineer: £28,000-£50,000 annually. And much more! Course Curriculum 8 sections • 8 lectures • 02:40:00 total length •Introduction to BIM: 00:20:00 •BIM History and Nature: 00:25:00 •BIM Processes: 00:20:00 •BIM Technologies and Software: 00:25:00 •BIM for Owners and Facility Managers: 00:20:00 •BIM in Design and Construction: 00:25:00 •The Future of BIM: 00:25:00 •Assignment - Building Information Modelling: 00:00:00

Overview This comprehensive course on Building Big Data Pipelines with PySpark MongoDB and Bokeh will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Building Big Data Pipelines with PySpark MongoDB and Bokeh comes with accredited certification from CPD, 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 Building Big Data Pipelines with PySpark MongoDB and Bokeh. It is available to all students, of all academic backgrounds. Requirements Our Building Big Data Pipelines with PySpark MongoDB and Bokeh 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 25 lectures • 05:04:00 total length •Introduction: 00:10:00 •Python Installation: 00:03:00 •Installing Third Party Libraries: 00:03:00 •Installing Apache Spark: 00:12:00 •Installing Java (Optional): 00:05:00 •Testing Apache Spark Installation: 00:06:00 •Installing MongoDB: 00:04:00 •Installing NoSQL Booster for MongoDB: 00:07:00 •Integrating PySpark with Jupyter Notebook: 00:05:00 •Data Extraction: 00:19:00 •Data Transformation: 00:15:00 •Loading Data into MongoDB: 00:13:00 •Data Pre-processing: 00:19:00 •Building the Predictive Model: 00:12:00 •Creating the Prediction Dataset: 00:08:00 •Loading the Data Sources from MongoDB: 00:17:00 •Creating a Map Plot: 00:33:00 •Creating a Bar Chart: 00:09:00 •Creating a Magnitude Plot: 00:15:00 •Creating a Grid Plot: 00:09:00 •Installing Visual Studio Code: 00:05:00 •Creating the PySpark ETL Script: 00:24:00 •Creating the Machine Learning Script: 00:30:00 •Creating the Dashboard Server: 00:21:00 •Source Code and Notebook: 00:00:00

Plumbing: Plumbing Training Course You can better equip yourself to pursue your ideal job by enrolling in our professional plumbing course. Are you interested in starting a career as a plumber or in acquiring more sophisticated plumbing abilities? Then this expert Professional Plumbing course will provide you with a firm foundation to help you develop into a competent plumber. With the help of our Professional Plumbing Course, you can gain more advanced abilities and increase your production and efficiency. The Professional Plumbing Course covers all of the most recent topics to keep you up to date on all the pertinent information. By enrolling in this excellent Professional Plumbing course, you can upgrade your knowledge and skills. In this professional plumbing course, all the fundamentals of plumbing are presented in detail. After finishing this Professional Plumbing course for professionals, you'll be more productive and committed at work. The Professional Plumbing Course will assist you in recognising the instruments, machinery, and supplies used or put to use in plumbing. Additionally, this Professional Plumbing Course will show you how to use the materials to boost efficiency and decrease inefficiency, as well as what they are used for. You will also receive easy-to-digest modules and learning resources in this Professional Plumbing course. This Professional Plumbing course gives you the opportunity to stand out in your future job. Also, your resume will benefit from the necessary abilities you acquire after finishing this professional plumbing course. Enrol in our Professional Plumbing Course right away to pursue your goals and acquire the knowledge, experience, and abilities necessary to progress your career. Main Course: Plumbing Training Free Courses are including with this Plumbing: Plumbing Training Course Along with The Plumbing Training Course, We Offer a free Workplace First Aid Training Course Along with Plumbing Training Course, We Offer a free Level 1 Health and Safety in a Construction Environment Course Special Offers of this Plumbing: Plumbing Training - CPD Accredited Course This Plumbing: Plumbing Training Course includes a FREE PDF Certificate. Lifetime access to this Plumbing: Plumbing Training Course Instant access to this Plumbing: Plumbing Training Course Get FREE Tutor Support to this Plumbing: Plumbing Training Course Plumbing: Plumbing Online Training Plumbing specialists install and service water systems and pipes in both residential and commercial structures. Are you looking to further your plumbing abilities or embark on a new plumbing career? Then, you may enhance your career as a professional plumber by gaining the essential information and abilities from our Plumbing: Plumbing Course. Whether you are a self-taught plumber looking to fill in the gaps for increased productivity and efficiency, or you are a skilled worker looking to expand your skills, this Plumbing: Plumbing Course will provide you a strong foundation to help you become a confident plumber. Who is this course for? Plumbing: Plumbing Online Training Anybody wishing to improve their career or increase job prospects in the plumbing business will greatly benefit from this thorough Professional Plumbing: Plumbing Training Course. Requirements Plumbing: Plumbing Training Course To enrol in this Plumbing: Plumbing Training Course, students must fulfil the following requirements. To join in our Plumbing Training Course, you must have a strong command of the English language. To successfully complete our Plumbing Training Course, you must be vivacious and self driven. To complete our Plumbing Training Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Plumbing Training Course. Career path Plumbing: Plumbing Training Course This professional plumbing: Plumbing Training course enables you to enter the relevant job market and add your new skills to your resume.

Overview In the era where information is abundant and decisions are driven by data, have you ever pondered, 'what is machine learning?' or 'what is data science?' Dive into the realm of 'Data Science & Machine Learning with R from A-Z,' a comprehensive guide to unravel these complexities. This course effortlessly blends the foundational aspects of data science with the intricate depths of machine learning algorithms, all through the versatile medium of R. As the digital economy booms, the demand for machine learning jobs continues to surge. Equip yourself with the proficiency to navigate this dynamic field and transition from being an inquisitive mind to a sought-after professional in the space of data science and machine learning with R. Learning Outcomes: Understand the foundational concepts of data science and machine learning. Familiarise oneself with the R environment and its functionalities. Master data types, structures, and advanced techniques in R. Acquire proficiency in data manipulation and visual representation using R. Generate comprehensive reports using R Markdown and design web applications with R Shiny. Gain a thorough understanding of machine learning methodologies and their applications. Gain insights into initiating a successful career in the data science sector. Why buy this Data Science & Machine Learning with R from A-Z course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Data Science & Machine Learning with R from A-Z there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Data Science & Machine Learning with R from A-Z course for? This course is ideal for Individuals keen on exploring the intricacies of machine learning and data science. Aspiring data analysts and scientists looking to specialise in Machine Learning with R. IT professionals aiming to diversify their skill set in the emerging data-driven market. Researchers seeking to harness the power of R for data representation and analysis. Academics and students aiming to bolster their understanding of modern data practices with R. Prerequisites This Data Science & Machine Learning with R from A-Z does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Data Science & Machine Learning with R from A-Z 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. Career path Data Scientist - Average salary range: £35,000 - £70,000 Per Annum Machine Learning Engineer - Average salary range: £50,000 - £80,000 Per Annum Data Analyst - Average salary range: £28,000 - £55,000 Per Annum R Developer - Average salary range: £30,000 - £60,000 Per Annum R Shiny Web Developer - Average salary range: £32,000 - £65,000 Per Annum Machine Learning Researcher - Average salary range: £40,000 - £75,000 Per Annum Course Curriculum Data Science and Machine Learning Course Intro 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 with R 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 Data Types and Structures in R 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 R 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 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 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 Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science 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 Assignment Assignment - Data Science & Machine Learning with R 00:00:00