Feature Store Masterclass: Data Science and MLOps with Feast

Unlock the power of Natural Language Processing (NLP) by mastering the art and science of tokenization. In "NLP Tokenization: How AI Models Understand Words," you will explore the foundational concept that enables AI models to process and understand human language. This course is designed for NLP enthusiasts, data scientists, machine learning engineers, software developers, researchers, students, and AI practitioners who want to deepen their understanding and enhance their skills in text processing.What You'll Learn:The Basics of Tokenization: Understand what tokenization is, why it's crucial in NLP, and explore the different types of tokenization methods including word, subword, and character tokenization.Tokenization Techniques and Algorithms: Dive into various tokenization techniques such as Whitespace Tokenization, Byte Pair Encoding (BPE), and WordPiece, and learn how to implement them using popular NLP libraries.Advanced Tokenization Methods: Explore advanced methods like SentencePiece, Unigram Language Model Tokenization, and multi-lingual tokenization, along with practical examples.Real-World Applications: Apply tokenization in real-world NLP tasks such as text classification, machine translation, named entity recognition (NER), and sentiment analysis.Challenges and Best Practices: Identify common challenges in tokenization and discover best practices to overcome them, ensuring robust and efficient tokenization pipelines.Future Trends: Stay ahead with the latest trends in tokenization, including dynamic tokenization, tokenization for low-resource languages, context-aware tokenization, and emerging techniques like P-FAF (Probabilistic Finite Automata Fragmentation) and word fractalization.Who Should Take This Course:NLP Enthusiast

Are you preparing for Web Application Pentesting interviews or aiming to sharpen your web security fundamentals? This course is designed specifically to help you master Web Pentesting through a structured, MCQ-based approach that directly aligns with real-world interviews and industry expectations.The course is tailored for both beginners and intermediate learners who want to:Build confidence for web security interviewsUnderstand how and why vulnerabilities occurLearn mitigation techniques from an attacker’s and defender’s perspectiveBy the end of this course, you’ll be fully equipped to:Tackle time-bound web security MCQsApproach real-world web penetration testsIdentify vulnerabilities in authentication, authorization, session management, input validation, and moreThis Course was created with Experts. Interview Topics Included Are :-I. Fundamentals of Web Application Security1. Introduction to Web PentestingDifficulty: Easy | MCQ Count: 10Topics:Definition of Web Application Penetration Testing (WAPT)Difference between Vulnerability Assessment and Penetration TestingPhases of a Web Pentest (Reconnaissance, Scanning, Exploitation, Post-Exploitation, Reporting)Ethical Hacking vs. Malicious HackingLegal and Ethical Considerations in Pentesting2. Web Technologies and ProtocolsDifficulty: Easy to Medium | MCQ Count: 20Topics:HTTP/HTTPS (methods, headers, status codes)TCP/IP (basic understanding)DNS (record types, resolution

Ubuntu (pronounced oo-BOON-too) is a free, open source operating system (OS) based on Debian Linux. It was first released in 2004, when Mark Shuttleworth and a small team of Debian developers founded Canonical and then launched the Ubuntu project.Course ContentIntroductionAbout the Course ModuleInstallation of Oracle VM VirtualBox Manager Installation of Ubuntu Operating System. Linux File System Hierarchy ConceptsOverview of Linux File System HierarchyAbsolute & Relative PathsPractice Lab SessionStandard Input and Output Redirections in Linuxstandard input (stdin)standard output (stdout) standard error (stderr)Practice Session - Standard IO RedirectionsStandard Output to a File ( tee command )Recall QuizText Processing Commands in LinuxPipes in LinuxStandard Output to a File (tee command)Practice Lab SessionCut - Text Processing CommandsRecall QuizAwk - Text Processing CommandsPractice Session - Awk CommandRecall QuizGrep/Egrep - Text Processing CommandsPractice Session - Grep/Egrep - Text Processing CommandsRecall QuizSort/uniq - Text Processing CommandsPractice Session - Text Processing CommandsRecall QuizWC - Text Processing CommandsPractice Session - WC Text Processing CommandsRecall QuizManaging filesCompare file - diff & cmp commandsPractice Session - diff & cmp commandsRecall Quiz</

This course has been designed to simulate a real-world experience in building a Cucumber, Playwright TypeScript automation framework from the ground up for a fully-featured application. Upon completion, you will be able to apply your learnings and the automation framework you have built into your respective companies and projects. We are confident you will become an expert in building a world-class automation framework.Our course and the automation framework we will build together has been developed with guidance from some of the globes leading testing and software engineering professionals and because of that we believe we can offer an incredible course where we will:- Develop your automation framework against a real react application running on your local machine.- Build an end-to-end automation framework from the ground up for a full-featured end-to-end react application.- Evolve your skills and continuously improve your automation framework as we progress through the course- Learn how to build an object-orientated – engineer reviewed and approved automation framework.We want this course to be the best decision you have ever made for your personal growth when it comes to improving your knowledge and skills in test automation framework architecture.Across many hours of exciting content I will be at the bottom right of your screen instructing and cheering you along throughout the course. You will have everything you need to learn how to build a world-class automation framework.----------- New Course Added in 2023 -----------Happy New Year to all our wonderful students!Playwright introduced the ability to support standalone API automation testing as part of the version 1.16 upgrade. Playwright is now considered a formidable option when selecting a great open-source automati

Welcome to Mastering R: Best Practices and Essential Tools!In this course, we aim to address a significant gap in the market by equipping R users with the knowledge and skills needed to implement best practices. You will learn how to organize your projects effectively, adhere to the highest coding standards, and utilize a suite of powerful tools that will enhance your productivity and collaboration.Our focus will be on providing you with practical, everyday techniques that streamline your workflow and make your code robust and shareable. By the end of this course, you'll be able to avoid the common pitfall of "this script works only on my machine" and ensure your projects are reproducible and portable.Course Content:Section 01: Introduction to the courseSection 02: Rstudio IDESetting up and navigating RStudio for an optimized coding environment.Essential shortcuts and tipsSection 03: Best coding practicesLearn to write clean, efficient and maintainable R codeSection 04: Version control with Git and GitHub - ConfigurationInstallation and setup of Git and GitHubGenerate 2 Factor AuthenticationSection 05: Version control with Git and GitHub - Working with repositoriesManaging your code changes and collaborating with others using Git and GitHubLearn different ways of creating and cloning repositoriesUnderstand how privacy worksGit workflowSection 06: A real projectImplement the previous learning in a real-world projectSection 07: Introduction to functional programmingLearn what functional programming isCreate basic and advanded functionsIteration</

Are you looking to boost your technical skills in embedded systems and microcontroller programming through practical, real-world activities? This course delivers weekly hands-on projects designed to teach core concepts in circuit design, microcontroller integration, and embedded systems programming. Whether you're new to the field or seeking to sharpen your skills, each exercise is crafted to reinforce key knowledge and help you develop a portfolio of completed projects that showcases your expertise.Why Enroll?In the fast-moving world of technology, continuous learning is crucial. This course ensures you stay ahead of the curve with bite-sized projects and progressive challenges released each week. From Arduino-based prototypes to advanced embedded solutions, we’ll cover essential techniques to keep your skills fresh and industry-relevant.Here’s what makes this course a perfect fit for tech learners:Actionable learning: Each module focuses on solving practical problems using real components and coding challenges.Structured weekly delivery: Develop skills steadily with a manageable, continuous stream of new tasks.Instructor feedback and peer collaboration: Engage with fellow learners, share your work, and receive insights to enhance your progress.Build your portfolio: Accumulate project experience and code samples to showcase your expertise."This course transformed my approach to embedded systems! The weekly format kept me engaged, and the projects were challenging yet rewarding." – Alex T., Electrical Engineering Student"As someone with a basic background in microcontrollers