Managing Authorization with Amazon Verified Permissions

Getting to Know AWS CloudFormation

Working with Instances: An Amazon EC2 Walkthrough

Monitoring EC2 Instances Using AWS CloudWatch

Working with AWS S3 Cross-Region Replication

Understanding Auto Scaling Group (ASG) in AWS

Building a CI/CD Pipeline with AWS CodePipeline

Deploy Elastic Container Registry Image with Elastic Beanstalk

Configuring a Static Website with S3 and CloudFront

Domain Driven Design Made Easy

Introduction to Distributed Systems for Dummies

PHP for the Web: Learn PHP without a Framework

Unleashing the Power of TypeScript

Docker for Developers

The Fundamentals of Quantum Computing

Go for DevOps

Simple Anomaly Detection using SQL

System Design Interview: DoorDash

Boost up your Python knowledge by learning some interesting tips and tricks.

Pythonic Style of Programming: Tips and Tricks

Fundamentals of Web Programming

JavaScript is a highly sought programming language in the global market. Expand your job opportunities with lessons designed for programmers like you.

Zero to Hero in JavaScript

Distributed systems development is a highly sought-after skill. Expand your job opportunities with lessons designed for upcoming developers like you.

Become a Distributed Systems Professional

Learn to develop front-end web applications using React.

Zero to Hero in Front-end Development with React

Become a C Programmer

Learn the advanced concepts of Kubernetes to become a professional.

Become a Kubernetes Professional

Go from knowing nothing about HTML, CSS, and JavaScript to being able to make interactive websites.

Zero to Hero in Front-end Web Development

Become a professional front-end developer by creating responsive, interactive user interfaces using programming languages and frameworks for web apps.

Zero to Hero in Front-End Development with Angular

SQL Fundamentals

Golang Fundamentals

System Design Fundamentals

Swift Fundamentals

Computer Networking: Network Layer

Elixir Fundamentals

Machine Learning Fundamentals

Python Fundamentals

Operating System Fundamentals

Manage AWS S3 Through Command Line Interface

Build a Multi-Tenant E-Commerce App with Next.js and Firebase

Rust Data Engineering: Building High-Performance EDA

Develop a Serverless Blog Platform Using AWS SDK and Next.js

Build a Mental Health Counseling Chatbot Using Django and OpenAI

Named Entity Recognition Using Transformer Architecture

Build a Custom Form Maker with MERN Stack

Build a Microblogging App Using PHP, HTML, JavaScript, and CSS

Build a Reactive Web App with SolidJS and Tailwind

This course helps you learn C++ programming fundamentals through execution sheets and flowcharts, making it ideal for C++ for beginners and aspiring C++ developers.

C++ is a versatile language known for its efficiency and flexibility, widely used in industries like game development, finance, and system programming. This course dives deep into C++ programming foundations, focusing on practical problem-solving techniques.
You will start by learning basic problem-solving skills using simple programs and execution sheets. Then, you'll explore decision-making, branching, loops, and manipulation of strings and arrays using C++ programming. Finally, the course will cover functions and complex program structures, ensuring a comprehensive grasp of the language's capabilities.
By the end, you will be equipped with problem-solving skills, a solid understanding of C++ basics, and confidence in writing structured code, setting you on the path to becoming a proficient C++ developer.

Learn C++

This course is an introduction to JavaScript for beginners, it focuses on JavaScript for web development. Learners will explore fundamental concepts using basic JavaScript programs.

JavaScript is a versatile language essential for web development, working alongside HTML and CSS to build both simple and complex web applications. This course offers a comprehensive introduction to JavaScript for beginners, starting with fundamental concepts like problem-solving and simple JavaScript programs. Through interactive exercises, challenges, and quizzes, learners will master control structures, loops, strings, arrays, and functions.
By the end of this course, you'll have solid problem-solving skills, a deep understanding of JavaScript programming, and practical experience in writing clean, efficient code. This knowledge will prepare you for a successful career as a JavaScript developer and significantly enhance your employability in the tech industry.

Learn JavaScript

This course teaches Ruby for beginners by demystifying the basics of Ruby programming, laying the foundation for becoming a proficient Ruby developer.

The Ruby programming language, known for its simplicity and readability, is perfect for programming beginners. This course introduces core programming concepts and problem-solving techniques, providing a solid foundation in Ruby. You’ll start with basic program development, decision-making, loops, strings, and arrays, reinforced by hands-on exercises, quizzes, and coding challenges.
By the end of the course, you’ll gain essential skills that can advance your career as a Ruby developer in the tech industry.

Learn Ruby

This course introduces the basics of C# programming. It is an ideal resource for beginners aiming to become C# developers.

C# is a versatile and robust language, ideal for developing software applications from games to enterprise solutions. This course introduces C sharp fundamentals, starting with writing your first program and understanding core concepts. You'll progress to more complex topics like loops, string and array manipulation, and mastering best practices for code organization.
By the end, you'll be well-prepared to pursue opportunities as a C# developer in industries like gaming and finance, equipped to create high-performance applications across platforms.

Learn C#

Learn C programming fundamentals like data types, control flow, functions, pointers, and memory allocation while exploring debugging, profiling, and optimization tools like GDB and gcc.

This comprehensive course covers the fundamentals and advanced concepts of C programming to build a solid foundation for your programming journey. You’ll learn about essential topics like data types, variables, constants, and C statements, along with deeper explorations of control flow in C, including for loops and conditional statements in C. You’ll also learn about C functions, scope of variables, function arguments, and work with arrays, strings, and pointers in C.

You’ll gain hands-on experience with dynamic memory allocation, stack vs. heap, C standard library, and advanced topics such as binary files, input and output streams, and header files. The course also teaches compiling in C, linking in C, and debugging with tools like GNU debugger (GDB) and gprof for code profiling. By mastering these concepts, you’ll confidently program in C and optimize your code using gcc optimization flags.

Learn C

This interactive R course covers everything from the basics, variables, and data types to advanced topics, such as recursion, file handling, and S3/S4 classes in R.

In today’s data-driven world, the ability to analyze large datasets is becoming a vital skill across industries. R, one of the most powerful languages for data analysis.
This interactive R course is designed for beginners, with no prior knowledge of R programming required. You will begin with fundamental concepts, such as R variables, data types in R, and basic functions like R print and R cat. As you progress, you will dive into more complex topics, including R vectors, lists, arrays, matrices, and data frames in R programming. You’ll also learn how to perform operations using arithmetic operators in R, relational operators in R, and logical operators in R. Further, the course covers advanced features like if statements in R, switch statements in R, loops in R, and recursion in R. 
Finally, you’ll gain hands-on experience with file handling in R, exception handling with try and except in R, and object-oriented programming using S3 and S4 classes in R.

Learn R

This course provides the best approach to learn Rust, starting from the basics and advancing to complex topics. It is an introduction to Rust for beginners aspiring to become skilled Rust developers.

The word is out: developers love Rust. It's rapidly becoming a top choice for systems and embedded programmers, and the demand for Rust developers is rising. Known for its performance, reliability, and productivity—especially compared to C++—Rust is a powerful language to master. If you're a systems developer, it's a fantastic next step.
In this course, you'll learn Rust by actively engaging in coding. You’ll start with a simple "Hello world" program and cover essential concepts like arrays, strings, vectors, enums, structures, traits, generics, functions, and logic. You'll also dive into advanced topics such as lifetime and memory management.
By the end of this course, you'll have a solid foundation in Rust programming and be well-prepared to take on more advanced concepts, making it ideal for Rust beginners looking to become proficient Rust developers.

Rust Programming Language

Learn Scala programming language, covering basics like variables, operators, and strings, and advanced topics like classes, functions, tail recursion, and Scala objects.

This course teaches you programming in Scala, one of the most popular languages today, used by companies like Twitter and LinkedIn. Scala is a statically typed, high-level language that blends functional and object-oriented programming, making it ideal for building scalable applications.

 This course covers everything from basic concepts like Scala variables, type casting in Scala, and print in Scala to advanced topics like recursive functions in Scala, tail recursion, Scala classes, and more. Whether building scalable apps or improving your skills, this course will help you master Scala programming.

Learn Scala

Learn PHP basics with hands-on practice in hello world in PHP, variables in PHP, functions in PHP, arrays in PHP, PHP inheritance, PHP exceptions, and more.

This interactive course introduces you to the fundamentals of PHP programming, one of the most widely used languages in web development. Starting with a simple hello world in PHP, you’ll explore the basics, including PHP output, variables in PHP, and PHP data types. You’ll also learn about PHP constants, arithmetic operators, comparison operators, logical operators, and assignment operators.

The course progresses into conditional statements in PHP, PHP switch, and various loops such as PHP for loop, PHP while loop, and more. You will then dive deeper into functions in PHP, understand PHP variable scope, and learn PHP pass by reference or value. Additionally, you’ll gain a working knowledge of strings in PHP, PHP string operations, and handling arrays in PHP, including PHP multidimensional arrays.

In the advanced sections, you’ll explore classes in PHP, inheritance, constructors, and destructors, handling PHP exceptions with PHP throw and catch exceptions.

Learn PHP

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

Grokking the Generative AI System Design

System Design

Generative AI

Grow My Skill Set

This course will prepare you to design generative AI systems with a practical and structured approach. You will begin by exploring the foundational concepts, such as neural networks, transformers, tokenization, embedding, etc. This course introduces a 6-step SCALED framework, a systematic approach to designing robust GenAI systems.

Next, through real-world case studies, you will immerse into the design of GenAI systems like text-to-text (e.g., ChatGPT), text-to-image (e.g., Stable Diffusion), text-to-speech (e.g., ElevenLabs), and text-to-video (e.g., SORA). This course describes these systems from a user-focused perspective, emphasizing how user inputs interact with backend processes.

Whether you are an ML/software engineer, AI enthusiast, or manager, this course will equip you to design, train, and deploy generative AI models for various use cases. You will gain confidence to approach new challenges in GenAI and leverage advanced techniques to create impactful solutions.

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.

Build a Chat App with React Native, Firebase, and Socket.IO

JavaScript

Chatbot

Firebase

Expo

React Native

Socket.IO

Redux

In this project, we will learn to create a chat application with React Native and Socket.IO. We will use Redux and Firebase for state management and data storage.

Explore creating custom AWS Lambda runtimes to enable non-native language support for your application.

Building Custom AWS Lambda Runtimes

In this Cloud Lab, you will explore custom runtimes in AWS Lambda and configure a PHP runtime to execute a Lambda function.








Serverless

Compute

Cloud

Lambda

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

Mastering Advanced SQL Techniques with MySQL

Database

MySQL

Dive into MySQL, a powerful database system for developers handling complex data structures. Learning MySQL equips you with skills for diverse applications, from web development to advanced data analysis, enhancing your ability to manage and manipulate data efficiently.

This course starts with MySQL Shell basics, leading to exploring data types and mastery of SQL statements. You will learn about user-defined variables and table expressions and delve into JSON and XML data handling. The course also covers spatial data management and advanced techniques like recursive queries and window functions. Each module builds upon the last, ensuring a comprehensive understanding of MySQL’s capabilities.

After completing this course, you will have a solid grasp of MySQL and be ready to solve intricate data problems. This expertise opens doors to advanced database roles and opportunities, elevating your career in the tech industry.

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

Create Your Own Language Models from Scratch

Python

Natural Language Processing

Machine Learning

NumPy

PyTorch

Matplotlib

In this project, we’ll build and compare simple n-gram models and a recurrent neural network (RNN) to generate realistic-sounding names from scratch.

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.

Java

AWS CLI

API Gateway

Next.js

In this project, we will learn to develop a serverless blog platform using AWS SDK and Next.js.

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

Build AI Chatbots with Open-Source LLMs, LangChain, and Streamlit

Retrieval Augmented Generation

Streamlit

LangChain

This course provides a comprehensive guide to designing, building, and optimizing chatbots using modern AI technologies. It begins with an introduction to chatbots, foundational concepts in AI, and the mechanics of transformer models, equipping you with a solid understanding of how natural language processing underpins chatbot systems.

You’ll learn to implement large language models (LLMs) for tasks such as summarization, translation, and inference alongside data preparation techniques and retrieval-augmented generation (RAG) workflows using tools like LangChain. You’ll also cover advanced concepts like prompt engineering, retrieval chains, and developing user interfaces with Streamlit.

The course concludes with an integration and evaluation phase, where you’ll deploy your chatbot systems and assess performance. A hands-on capstone project solidifies these skills, making this course ideal for developing robust, user-friendly chatbots using cutting-edge AI methodologies.

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

Designing Graphical Causal Bayesian Networks in Python

Graph Neural Networks

Artificial Intelligence

This course introduces you to Bayesian networks, an inductive reasoning approach ideal for situations with limited data but access to expert knowledge. Whether you’re a developer, data scientist, or AI enthusiast, mastering Bayesian networks in Python is essential to your problem-solving toolkit.

You’ll start with the fundamentals of Bayesian networks in Python to establish network criteria and interpret data. You’ll then create and optimize network structures and explore how structured information or simulated data can be transformed into actionable Bayesian networks. Next, you’ll master hyperparameter tuning, query analysis, and the best heuristic to construct Bayesian networks.

By the end of this course, you’ll have the tools to refine and apply your new skills in real-world modeling contexts. You’ll be proficient in evaluating Bayesian networks using various metrics, including ROC curve analysis, to design and interpret powerful models, making you an invaluable asset in data-driven industries.

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.

Master AWS Certified Cloud Practitioner CLF-C02 Exam

Prepare for Certification

AWS is one of the leading cloud service providers, offering various services to design secure, compliant, and cost-effective cloud solutions. This course will empower you to deeply understand AWS’s core services and practical applications.

You’ll start by learning about the fundamentals of cloud computing. Next, you’ll learn about core AWS services like networking, storage, compute, and databases. You’ll also learn about AWS’s different analytics tools and machine learning services. From there, you’ll explore various AWS services for your organization’s pricing, budgeting, and billing optimization. You’ll learn about different tools for monitoring and auditing the cloud infrastructure to ensure security, optimize performance, and maintain compliance. Finally, you’ll get hands-on experience in various cloud services using Cloud Labs.

After completing this course, you will be confident in becoming an AWS Certified Cloud Practitioner and pursuing entry-level roles in the industry.

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