The ultimate guide to the System Design Interview – developed by Meta & Google engineers. Master distributed system fundamentals, and practice with real-world interview questions & mock interviews.

Master 24 essential coding patterns to solve thousands of LeetCode-style questions. Efficiently prepare for coding interviews with the ultimate course created by FAANG engineers.

A battle-tested guide to Object Oriented Design Interviews – developed by FAANG engineers. Master OOD fundamentals & practice real-world interview questions.

The essential guide to API Design & Product Design Interviews – developed by FAANG engineers. Master product design fundamentals & get hands-on with real-world APIs.

Your proven path to success in Machine Learning Interviews – developed by FAANG engineers. Unlock ML loops at top companies with a System Design approach.

Your essential EM Interview crash course. Learn strategies from FAANG hiring managers to demonstrate your leadership skills & experience to interviewers.

The essential guide to technical program manager interviews. Learn from FAANG hiring managers how to confidently demonstrate your skills and get hired.

The ultimate guide to behavioral interviews. Developed by FAANG engineers. Use real-world questions, video recording, and structured strategies to get interview-ready in just a few hours.

Delve into practical machine learning with NumPy, pandas, scikit-learn, and more. Gain insights into data analysis, feature engineering, and deep learning using industry-standard frameworks. Basic Python required.

Gain insights into data science fundamentals, explore machine learning and big data, and delve into real-time projects. Discover systematic approaches to data acquisition, wrangling, and solving diverse problems.

Explore machine learning's essentials for software engineers, delve into supervised learning, neural networks, and deep learning, and gain skills to tackle real-world data challenges effectively.

Gain insights into basic and intermediate deep learning concepts, including CNNs, RNNs, GANs, and transformers. Delve into fundamental architectures to enhance your machine learning model training skills.

Gain insights into machine learning concepts, implement and compare algorithms with scikit-learn, and explore supervised learning, clustering, regression, SVMs, autoencoders, and ensemble learning with practical projects using Python.

Delve into PyTorch basics: autograd, model classes, datasets, and data loaders. Gain insights into model development while avoiding common pitfalls. Start creating and training your own PyTorch models.

Gain insights into ML fundamentals, explore Python libraries, and delve into real-world applications like Tesla and ChatGPT. Discover traditional vs. deep learning for data-driven decision-making.

This course teaches you how to create, manipulate, and understand tensors for machine learning using PyTorch.

Become an AWS pro with this course developed by AWS Solution Certified Architects. Get hands-on with secure, resilient, high-performing, and cost-optimized architecture design.

This course provides the best Amazon Web Services (AWS) tutorial for beginners to learn about AWS cloud services.

Become an AWS pro with Terraform by learning its essentials, exploring features, and building projects. Developed by AWS Solution Certified Architects. Get hands-on, no setup, no cleanup, no hassle.

Learn to use AWS PrivateLink for private connections between VPCs and other AWS services without public exposure.

Learn to build an interactive chatbot using AWS Lex, focusing on intents, slot types, and conversational flows.

Become an AWS pro by creating scalable, highly available WordPress sites using AWS CLI. Developed by AWS Solution Certified Architects. Get hands-on—no setup, no cleanup, no hassle.

Become an AWS pro with insights from a seasoned Amazon engineer. Get hands-on with essential AWS services like DynamoDB, S3, and EC2. No setup, no cleanup, no hassle.

Become an AWS pro by learning to run serverless applications with AWS Lambda. Developed by AWS Solution Certified Architects. Get hands-on, no setup, no cleanup, no hassle.

Gain insights into LLMs, explore their capabilities and limitations, and discover how to fine-tune and evaluate them. Learn about GPT-2 and compare different models effectively.

Learn how to develop an LLM chatbot with RAG, LlamaIndex, and Chainlit that has access to Wikipedia and can respond based on our chosen Wikipedia page(s).

Gain insights into RAG systems by exploring pre- and post-retrieval optimization techniques, and discover how to build intelligent applications using LangChain with practical hands-on experience.

Explore this beginner RAG course to learn the basics of retrieval-augmented generation. For hands-on practice, build RAG pipelines using LangChain and create user-friendly applications with Streamlit.

Gain insights into transformer models for NLP, including BERT and GPT-3. Delve into prompt design, fine-tuning, training, and using APIs. Explore Python, PyTorch, TensorFlow applications.

Lead the GenAI revolution, future-proof your skills by exploring generative models, transformer networks, and state-of-the-art applications in text, image, and video generation.

Gain insights into Google's BERT architecture, delve into transformer basics, and explore various BERT variants. Learn about pre-training, practical NLP applications, and excelling in language processing.

Gain insights into prompt engineering, optimizing prompts for accurate AI outputs, exploring various types, best practices, role-specific prompts, and utilizing techniques for productivity and personal use.

Learn Java from scratch with input/output methods, user-defined methods, and basic data types. Build sequential, selective, and iterative programs through projects to begin your programming journey.

This course demystifies Python programming for beginners, offering a path to learn Python from scratch, build foundational skills in Python programming, and begin your journey as a Python developer.

Gain insights into SQL, explore fundamental and advanced keywords, and learn to manage tables, building a solid foundation through hands-on projects without complex programming.

Gain insights into Python 3 basics, from built-in functions to data types and program structures, culminating in a hands-on project. Become a lifelong learner in computing.

Gain insights into JavaScript basics, including syntax, conditional statements, arrays, functions, and DOM. Discover practical skills for entry-level web development and build interactive web experiences.

Learn Python and become a data scientist. Master data acquisition, data manipulation, and data analysis with pandas and visualize large datasets using Matplotlib and NumPy for powerful data insights.

Want to learn how to code? Get hands-on with Python for beginners. Master the basics, solve real-world problems, and confidently build in-demand Python skills for diverse industries.

Learn to code with Python, mastering OOP, data structures, and key libraries through hands-on projects—and gain the skills and confidence for job-ready expertise and interviews.

Want to learn how to code? Get hands-on with Python for beginners. Master the basics, solve real-world problems, and confidently build in-demand Python skills for diverse industries.

Gain insights into Python 3 by exploring fundamental and advanced concepts. Learn about functions, data structures, and OOP while reinforcing knowledge with quizzes and coding challenges.

Discover data structures and algorithms using Python. Gain insights into solving real-world problems and typical interview questions with detailed reviews, explanations, and hands-on coding exercises.

Gain insights into writing cleaner, modular, and scalable Python code through Object-Oriented Programming. Delve into inheritance, polymorphism, and more with interactive coding challenges and illustrations.

Want to learn how to code cleanly? Discover Python basics to advanced topics like decorators, descriptors, and async programming. Get hands-on experience to confidently build skills and write maintainable code.

Gain insights into Django, a Python framework for rapid web development. Discover hands-on learning with interactive widgets and build a portfolio-worthy Django project.

Gain insights into Python by exploring basic to advanced concepts, including loops, classes, and GUIs with Tkinter. Delve into testing and become a productive Python programmer.

Delve into intermediate and advanced Python: explore key modules, understand Unicode, generators, iterators, master web tasks and effective code testing for enhanced programming skills.

Learn Java from scratch with input/output methods, user-defined methods, and basic data types. Build sequential, selective, and iterative programs through projects to begin your programming journey.

Explore the fundamentals of OOP in Java. Gain insights into inheritance, polymorphism, and more to write clean, modular, reusable code through interactive exercises and practical challenges.

Gain insights into Java Collections Framework. Delve into lists, sets, and hashmaps. Learn about data modification, sorting, thread-safety, and internal workings for efficient usage.

Gain insights into Spring 6 and Spring Boot 3, exploring dependency injection, Spring MVC, JDBC, and AOP. Discover how to create robust applications with inversion of control.

Gain insights into Java essentials, including programming paradigms, objects, data types, and algorithms. Delve into extensive exercises to prepare for a software development career.

Gain insights into Java programming by exploring conditional statements, loops, math, logic, inheritance, generics, and arraylists, to become an intermediate Java developer.

Gain insights into Java 8's new features: lambdas, Stream API, Functional Interfaces, Collections improvements, Memory Management, and Date & Time API to enhance productivity and code quality.

Develop a memory game using Java Swing and AWT, focusing on code completion and GUI construction.

Discover the essentials of HTML, CSS, and JavaScript to build interactive web applications through hands-on exercises, creating modules like an image carousel and a to-do list.

Discover JavaScript fundamentals and advanced concepts, including OOP and asynchronous programming. Gain insights through projects and a final exam, enhancing your skills and portfolio.

Gain insights into JavaScript ES6+, ternary operators, 'this' object, built-in functions, and core concepts like composability and immutability to ease your React learning journey.

Gain insights into React from basics to advanced, explore its ecosystem, and delve into best practices and the latest straightforward methods for efficient use.

Gain insights into JavaScript with ES6, DOM traversal, event handling, and animation. Learn about building a Social News web app from scratch using HTML, CSS, and JavaScript.

Gain insights into Node.js fundamentals, event loops, and multithreading. Delve into file systems, global objects, and advanced modules. Discover how to create a food delivery web application.

Explore HTML, CSS, and JavaScript fundamentals. Gain insights into forms, controls, OOP in JavaScript, and key CSS patterns. Create responsive, stylized, and performant web applications.

The ultimate guide to data structures for coding interviews in JavaScript. Developed by FAANG engineers to help you write better code and ace industry benchmarks.

Gain insights into Go's core constructs, advanced concepts like error-handling and networking, and learn efficient programming techniques and common pitfalls in this popular language.

Learn C++ from scratch with practical lessons, relatable analogies, and interactive exercises. Gain hands-on experience to confidently write your own applications.

Gain insights into SQL, explore fundamental and advanced keywords, and learn to manage tables, building a solid foundation through hands-on projects without complex programming.

Gain insights into Rust programming fundamentals, explore its syntax, ownership, and type system, and delve into core components like memory management, traits, and generics to enhance your skills.

Gain insights into fundamental and advanced C# programming concepts. Learn about conditional statements, loops, methods, arrays, classes, inheritance, interfaces, and delegates through practical challenges.

Gain insights into Dart, an object-oriented language crucial for Flutter development. Delve into its fundamentals and prepare to craft high-quality native interfaces on iOS and Android.

Gain insights into Bash programming to automate daily tasks. Explore computer operations, developer tools, basic concepts, and hands-on exercises for a solid programming foundation.

Gain insights into Kotlin, explore differences from Java, work with functions and collections, delve into advanced topics like lambdas and async programming, and build an Android app.

Explore the design of scalable generative AI systems guided by a structured framework and real-world systems in text, image, audio, and video generation.

Gain insights into building a chat app using React Native, Firebase, and Socket.IO. Learn about real-time messaging, user authentication, online status, and chat history management.

Learn advanced SQL, starting with SQL basics, data types, JSON/XML, and spatial data, and covering advanced techniques for dynamic and efficient database management.

Gain insights into building language models from scratch, exploring bigrams, trigrams, and RNNs to generate realistic text and names using neural networks.

Become proficient in AWS by developing a serverless blog platform using AWS SDK and Next.js. Get hands-on with Lambda, API Gateway, and DynamoDB.

This course will teach you to design, build, and optimize AI chatbots using transformers and RAG through hands-on projects and Streamlit UI.

Advance your career in a data-driven industry by utilizing graphical AI-modeling techniques in Python to construct and optimize causal Bayesian networks.

Get the ultimate guide to prepare for your AWS Cloud Practitioner Certification exam featuring a practice exam and hands-on Cloud Labs for real-world experience.