JavaScript Fundamentals

R Basics

Scikit-learn Fundamentals

Golang Fundamentals

Node.js Fundamentals

React Fundamentals

Relational Database Design

SQL Fundamentals

Web Development Fundamentals

Attach an Application Load Balancer to EC2 Auto Scaling Group

Educative Bot with Lambda Function Fulfillment using AWS LEX

AWS CloudFormation: Working with Nested Stacks and Signal Script

Working with Relational Databases: A Beginner's Guide to AWS RDS

Analyzing S3 Data and CloudTrail Logs Using Amazon Athena

Getting Started with Amazon Simple Queue Service (SQS)

Securing AWS Resources: Managing Access with IAM

Processing Amazon S3 Events Using AWS Lambda

Getting Started with Amazon Redshift

Grokking the Low Level Design Interview Using OOD Principles

Getting Started with Image Classification with PyTorch

DynamoDB: From Basic To Advance

Building a WhatsApp Clone with Vue.js and AWS Amplify

Java Masterclass for Software Developers

Mastering AlpineJS in a Day or Less

Developing Play-to-Earn Games in Solidity

Building Full-Stack Web Applications With Node.js and React

Querying Databases Using Transact-SQL

Learn to tackle anything you might face in a coding interview in Java with absolute confidence.

Ace the Java Coding Interview

Stand out from the crowd. Cover everything you need to know to crack your coding interviews in Python.

Ace the Python Coding Interview

Catch up on everything you’ll need to ace your JavaScript interviews.

Ace the JavaScript Coding Interview

This bootcamp is for non-CS professionals, covering computer basics, problem-solving, data structures, databases, web apps, and software development

Computer Science Bootcamp

Learn everything you’ll need to prepare for your coding interviews in C++.

Ace the C++ Coding Interview

Learn about the basics to advance levels of CSS that helps you to become a professional.

Web Page Styling – CSS

Learn the fundamentals of Rust programming, then move on to developing a website and game. Prepare for coding interviews by solving real-world

Become a Rust Professional

Learn to Integrate APIs for World Wide Entertainment websites in your applications.

Ace the APIs for Entertainment Applications

Flask is a Python-based platform. By adopting this path, you’ll learn Python3 fundamentals and master beginner to the advanced level concepts of

Become a Flask Developer

Flight Reservation System Using PHP CodeIgniter4

Create an E-Library System with Livewire and Laravel

Markdown Editor Application in React Using Context APIs and Hooks

Create an Online Photo Editor Using React

Solving the 8 Queens Problem Using a Genetic Algorithm in Elixir

Develop a Chatbot Using Python, NLTK, and TensorFlow

Cats vs Dogs Classification with Convolutional Neural Networks

Create a Bill Split Application Using Ruby on Rails

Deploy a Full Stack Web Application over Kubernetes

Practical Redux

Understanding Flexbox: Everything you need to know

Introduction to JavaScript: First Steps

Build Your Own Chatbot in Python

Learn Scala from Scratch

A Visual Introduction to Algorithms

JS Assessment: Assess your Javascript skills

Learn Python 3 from Scratch

Learn R from Scratch

Amazon Redshift Federated Query with Aurora MySQL

Getting Started with AWS Systems Manager Parameter Store

Creating a Lambda Function with a Container-Based Runtime

Managing Aurora DB Credentials and API Keys Using Secrets Manager

Accelerate App Development with AWS CodeStar

Deploying a Machine Learning Model with Amazon SageMaker

Accelerated Linux Core Dump Analysis Second Edition.png

It’s essential to examine core dumps to diagnose any non-trivial hangs or crashes due to a user process or the kernel faults. Most people have no training in dealing with core dumps, so the causes of most crashes remain undiagnosed.

This course starts with debugging core dumps. You will learn how to debug the Linux process and kernel failures (using the GDB debugger and the crash utility), browse core memory dumps, identify corruption, memory leaks, CPU spikes, halted threads, deadlocks and wait chains, among other things.

Instead of taking a theoretical route, you will focus on hands-on lessons on a variety of memory analysis patterns found in 64-bit core memory dumps from the x64 architecture. You will follow the novel pattern-oriented diagnostic analysis approach that considerably helps with the analysis. Moreover, the course will provide you with problematic applications and the associated core dumps, along with brief descriptions of relevant patterns and some frequently asked questions.

Accelerated Linux Core Dump Analysis

R for Data Scientists - From Basics to Machine Learning (1).png

Embark on an exciting journey with R as your trusted ally for data science. This comprehensive course will equip you with essential skills to leverage R's power for data manipulation and analysis. The course is suitable even if you have limited R experience, empowering you to perform data science tasks effectively.

The journey starts with R fundamentals to lay a strong foundation. You’ll master the tidyverse to create powerful and readable code. Then, you will explore the import of various data sources, visualization, and best practices before gaining hands-on machine learning experience. Also, you’ll learn version control with Git and GitHub and to optimize your R code for efficient data science workflows.

At course completion, you'll emerge as a confident R data scientist, ready to tackle real-world challenges. You'll be well-equipped to advance your career in data science with R's extensive capabilities in your toolbelt.

Data Science in R: From Basics to Machine Learning

Orchestrate your workflow with AWS Step Functions - 1.png

The very fabric of an advanced society depends on code. Healthcare, commerce, industry, and government operations, all depend on complex software systems. At present, code or software runs on cloud servers. This course will provide a solid foundation to effectively use various AWS services to automate tasks. 

You’ll start the course by setting the stage with an exciting practical project. In the initial modules, you’ll be introduced to the core concepts of serverless computing. After that, you’ll learn the Saga Pattern and the foundations of state machines and states. Next, you’ll move on to construct a state machine using AWS templates and delve deep into the Serverless Framework.

By the end of this course, you'll be equipped to design, build, and manage complex serverless applications on AWS. This newfound proficiency could open up new opportunities in your career, setting you apart in the booming field of serverless computing. So, let's get started on this exciting journey!

Automate Workflows with AWS Step Functions

Python

JavaScript

Data Science

Learn to Code

Java

interview-prep

With thousands of potential questions to account for, preparing for the coding interview can feel like an impossible challenge. Yet with a strategic approach, coding interview prep doesn’t have to take more than a few weeks. Stop drilling endless sets of practice problems, and prepare more efficiently by learning coding interview patterns.

This course teaches you the underlying patterns behind common coding interview questions. By learning these essential patterns, you will be able to unpack and answer any problem the right way — just by assessing the problem statement. This approach was created by FAANG hiring managers to help you prepare for the typical rounds of interviews at major tech companies like Apple, Google, Meta, Microsoft, and Amazon.

Before long, you will have the skills you need to unlock even the most challenging questions, grok the coding interview, and level up your career with confidence.

This course is also available in JavaScript, C++, Java, and Go — with more coming soon!

Grokking Coding Interview Patterns in Python

This course immerses the learner into the design of systems and makes them ready for any new design problems.

System Design interviews are now part of every Engineering and Product Management Interview. Interviewers want candidates to exhibit their technical knowledge of core building blocks and the rationale of their design approach. This course presents carefully selected system design problems with detailed solutions that will enable you to handle complex scalability scenarios during an interview or designing new products. 

You will start with learning a bottom-up approach to designing scalable systems. First, you’ll learn about the building blocks of modern systems, with each component being a completely scalable application in itself. You'll then explore the RESHADED framework for architecting web-scale applications by determining requirements, constraints, and assumptions before diving into a step-by-step design process. Finally, you'll design several popular services by using these modular building blocks in unique combinations, and learn how to evaluate your design.

Grokking Modern System Design Interview for Engineers & Managers

System design is an important component of any ML interview. Being able to efficiently solve open-ended machine learning problems is a key skill that can set you apart from other engineers and increase the level of seniority at which you’re hired.

This course helps you build that skill, and goes over some of the most popularly asked interview problems at big tech companies. You’ll walk step-by-step through solving these problems, focusing in particular on how to design machine learning systems rather than just answering trivia-style questions. 

Once you’re done with the course, you’ll be able to not just ace the machine learning interview at any tech company, but impress them with your ability to think about systems at a high level. If you have a machine learning or system design interview coming up, you’ll find the course tremendously valuable.

Grokking the Machine Learning Interview

javascript

Jan/2021 Updated to include ES2021

Whether you are a complete beginner or you have some knowledge of JavaScript, this course will guide you from the basics of the language to all the new features introduced up until 2021.  You’ll test your knowledge with quizzes and some coding challenges at the end of each chapter. 

After following this course, the functions and variables let, const, generators, promises and async won't be a problem anymore.

If you want to experience something new, this course also includes an introduction to the basics of TypeScript, which is a must-know for any JavaScript developer.

The Complete Guide to Modern JavaScript

After teaching React extensively (33.000+ students), be it online for a larger audience or on-site for companies transitioning to web development and React, I always come to the conclusion that React is all about JavaScript. Most of it boils down to JavaScript ES6 and beyond features and syntax, but also ternary operators, shorthand versions in the language, the 'this' object, JavaScript built-in functions (map, reduce, filter) or more general concepts such as composability, reusability, immutability or higher-order functions. While you don’t need necessarily to master all of these before starting with React, they will come up while practicing it and so to learn them will put you at a great advantage. 

This course is my attempt to give you comprehensive JavaScript skills that will make your React journey smooth and straight-forward.

JavaScript Fundamentals Before Learning React

HTML, CSS, and JavaScript: The trinity of web development technologies. If you’re looking to get ramped up on front-end development, this course is for you. You'll find it particularly useful if you're coming from some other area of software development, although prior experience is not required. 

In this course, you will start with a short tour of HTML, CSS, and JS. You’ll get to experiment with them through examples that explain their role and behavior. From there, you will then dive deep into each technology, exploring concepts like forms and controls in HTML, OOP in JavaScript, and the most important CSS patterns to make your web pages look good.

By the end of this course, you will be able to make your own web applications that are responsive, stylized, and performant.

Web Development: Unraveling HTML, CSS, and JavaScript

python

A free course designed to teach you the basics of Python 3 from the ground up.

Learn Python 3 for free with this interactive course, and get a handle on the most popular programming language in the world.

Join us on an interactive journey through the syntax and functionality of Python. The course begins by exploring the basic building blocks before moving on to higher-level concepts such as functions and loops. Fun quizzes and coding challenges will accompany you along the way to help enforce all the concepts covered in the course.

By the time you're done, you'll have the skills you need to create your own basic applications in Python 3.

Data structures and algorithms are among the most fundamental concepts of Computer Science. Whether it’s real-world problems you’re trying to solve or the typical coding question asked in an interview, almost every problem requires you to demonstrate a deep understanding of data structures and algorithms. 

This course is a detailed review of some of the most common data structures and algorithms that you’ll see in interviews and your everyday work. With implementation details, thorough explanations, and hands-on coding exercises, you’ll quickly gain the confidence you need to solve any problem, no matter the situation.

Data Structures and Algorithms in Python

Python is one of the most popular coding languages today; it's categorized as a vital benchmark of computer science knowledge in industry interviews. This highly interactive course is an accelerated introduction to Python. It is intended for users who are already familiar with the fundamentals of programming and aims to teach the Python programming language using a practical approach. It not only covers the basic Python syntax but also teaches methods specific to Python3. With most companies already switching from Python2 to Python3, this version of Python is the future.

Before moving on to more complex and powerful tools, we’ll examine the fundamentals of the language. You can also experiment with the code provided and, therefore, gain a higher understanding of how things work. This course is perfect for anyone who works as a Python developer and wants to recognize its full potential. Happy learning!

Full Speed Python

Learn to write cleaner, more modular, and more scaleable code in Python by gaining a master of Object Oriented Programming (OOP). 

You'll start with the basics of object oriented programming and build up to more advanced concepts such as inheritance, information hiding, and polymorphism. Along the way you'll learn how each concept applies to Python in particular, as well as how various Python features make it particularly convenient for OOP.

This course is filled with hands-on coding challenges, playgrounds, snippets, and illustrations to keep things interactive.

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