Course Roadmaps & Notes

Download free roadmaps and notes for Python, DSA, AWS, Full Stack, AI and more. Plan your learning journey today.

Python Full Stack RoadmapRoadmapPython

Python Full Stack Roadmap

Complete learning path from Python basics to Django/Flask full stack development with deployment.

DSA with Python NotesNotesDSA

DSA with Python Notes

Comprehensive Data Structures & Algorithms notes covering arrays, trees, graphs, DP and more.

AWS Cloud Practitioner RoadmapRoadmapAWS

AWS Cloud Practitioner Roadmap

Step-by-step roadmap to clear AWS Cloud Practitioner certification in 30 days.

MERN Stack Developer RoadmapRoadmapFull Stack

MERN Stack Developer Roadmap

From zero to MERN stack developer — MongoDB, Express, React, Node.js complete path.

Generative AI RoadmapRoadmapAI

Generative AI Roadmap

Learn LLMs, prompt engineering, RAG, fine-tuning, and building AI agents step by step.

Data Science NotesNotesData Science

Data Science Notes

Complete data science notes — statistics, pandas, sklearn, model building & evaluation.

Cybersecurity CEH RoadmapRoadmapCybersecurity

Cybersecurity CEH Roadmap

Ethical hacking roadmap covering networking, OWASP, penetration testing, and CEH prep.

React.js Complete NotesNotesFull Stack

React.js Complete Notes

React hooks, state management, routing, API integration — all in one concise notes pack.

Claude CodeNotes

Claude Code

Step-by-Step guide to becoming a Claude Code expert in @currentYear@

Python for Data AnalysisNotes

Python for Data Analysis

Step-by-step guide to master Python for Data Analysis in @currentYear@

R ProgrammingNotes

R Programming

Step-by-step guide to becoming an R developer in @currentYear@

Vibe CodingNotes

Vibe Coding

Step-by-step guide to master Vibe Coding in @currentYear@

Power BINotes

Power BI

Step-by-step guide to becoming a Power BI Expert in @currentYear@

LeetCodeNotes

LeetCode

Step-by-step guide to pass your coding interview

PythonNotes

Python

Step by step guide to becoming a Python developer in @currentYear@

Computer ScienceNotes

Computer Science

Computer Science curriculum with free resources for a self-taught developer.

SQLNotes

SQL

Step by step guide to learning SQL in @currentYear@

OpenClawNotes

OpenClaw

Learn to deploy and get the most out of OpenClaw

ReactNotes

React

Everything that is there to learn about React and the ecosystem in @currentYear@.

VueNotes

Vue

Everything that is there to learn about Vue and the ecosystem in @currentYear@.

FrontendNotes

Frontend

Step by step guide to becoming a modern frontend developer in @currentYear@

BackendNotes

Backend

Step by step guide to becoming a modern backend developer in @currentYear@

Full StackNotes

Full Stack

Step by step guide to becoming a modern full stack developer in @currentYear@

AndroidNotes

Android

Step by step guide to becoming an Android developer in @currentYear@

DevOpsNotes

DevOps

Step by step guide for DevOps, SRE or any other Operations Role in @currentYear@

DevSecOpsNotes

DevSecOps

Step by step guide to becoming a DevSecOps Expert in @currentYear@

Data AnalystNotes

Data Analyst

Step by step guide to becoming an Data Analyst in @currentYear@

AngularNotes

Angular

Everything that is there to learn about Angular and the ecosystem in @currentYear@.

AI EngineerNotes

AI Engineer

Step by step guide to becoming an AI Engineer in @currentYear@

AI and Data ScientistNotes

AI and Data Scientist

Step by step roadmap guide to becoming an AI and Data Scientist in @currentYear@

Data EngineerNotes

Data Engineer

Step by step guide to becoming a Data Engineer in @currentYear@

Machine LearningNotes

Machine Learning

Step by step guide to becoming a Machine Learning Engineer in @currentYear@

Product DesignNotes

Product Design

Step-by-step guide to becoming a Product Designer in @currentYear@

PostgreSQLNotes

PostgreSQL

Step by step guide to becoming a modern PostgreSQL DB Administrator in @currentYear@

JavaScriptNotes

JavaScript

Step by step guide to learn JavaScript in @currentYear@

iOSNotes

iOS

Step by step guide to becoming an iOS developer in @currentYear@

TypeScriptNotes

TypeScript

Everything you need to learn about TypeScript in @currentYear@

Node.jsNotes

Node.js

Step by step guide to becoming a modern Node.js developer in @currentYear@

BlockchainNotes

Blockchain

Step by step guide to becoming a blockchain developer in @currentYear@.

QANotes

QA

Steps to follow in order to become a modern QA Engineer in @currentYear@

System DesignNotes

System Design

Everything you need to know about designing large-scale systems in @currentYear@

Software ArchitectNotes

Software Architect

Step by step guide to becoming a Software Architect in @currentYear@

JavaNotes

Java

Step by step guide to becoming a Java developer in @currentYear@

ASP.NET CoreNotes

ASP.NET Core

Step by step guide to becoming an ASP.NET core developer in @currentYear@

API DesignNotes

API Design

Step by step guide to learn how to design and build robust APIs.

Spring BootNotes

Spring Boot

Step by step guide to becoming a Spring Boot developer in @currentYear@

FlutterNotes

Flutter

Step by step guide to becoming a Flutter developer in @currentYear@

C ProgrammingNotes

C Programming

Step by Step guide to become a C developer in @currentYear@

C++Notes

C++

Step by step guide to becoming a C++ developer in @currentYear@

RustNotes

Rust

Step by step guide to becoming a Rust developer in @currentYear@

GoNotes

Go

Step by step guide to becoming a Go developer in @currentYear@

Cyber SecurityNotes

Cyber Security

Step by step guide to becoming a Cyber Security Expert in @currentYear@

AI Product BuildersNotes

AI Product Builders

A step-by-step guide to building and shipping products with AI.

UX DesignNotes

UX Design

Step by step guide to becoming a UX Designer in @currentYear@

Software Design and ArchitectureNotes

Software Design and Architecture

Step by step guide to learn software design and architecture

GraphQLNotes

GraphQL

Step by step guide to learn GraphQL in @currentYear@

React NativeNotes

React Native

Step by step guide to becoming a React Native developer in @currentYear@

Design SystemNotes

Design System

Learn how to create a design system with this step by step guide

Prompt EngineeringNotes

Prompt Engineering

Step by step guide to learning Prompt Engineering in @currentYear@

MongoDBNotes

MongoDB

Step by step guide to learning MongoDB in @currentYear@

LinuxNotes

Linux

Step by step guide to learning Linux in @currentYear@

KubernetesNotes

Kubernetes

Step by step guide to learning Kubernetes in @currentYear@

DockerNotes

Docker

Step by step guide to learning Docker in @currentYear@

AWSNotes

AWS

Step by step guide to learning AWS in @currentYear@

TerraformNotes

Terraform

Step by step guide to learn Terraform in @currentYear@

Technical WriterNotes

Technical Writer

Roadmap for anyone looking for a career in technical writing in @currentYear@

Game DeveloperNotes

Game Developer

Roadmap to becoming a Game Developer in @currentYear@

Server Side Game DeveloperNotes

Server Side Game Developer

Roadmap to becoming a Server Side Game Developer in @currentYear@

MLOpsNotes

MLOps

Step by step guide to learn MLOps in @currentYear@

Data Structures & AlgorithmsNotes

Data Structures & Algorithms

Step by step guide to learn Data Structures and Algorithms in @currentYear@

RedisNotes

Redis

Step by step guide to learn Redis in @currentYear@

Product ManagerNotes

Product Manager

Everything you need to know to become a Product Manager in @currentYear@

Git and GitHubNotes

Git and GitHub

Step by step guide to learn Git and GitHub in @currentYear@

PHPNotes

PHP

Step by step guide to learning PHP in @currentYear@

Engineering ManagerNotes

Engineering Manager

Everything you need to know to become an Engineering Manager in @currentYear@

Developer RelationsNotes

Developer Relations

Step by step guide to becoming a Developer Advocate in @currentYear@

CloudflareNotes

Cloudflare

Learn to deploy your applications on Cloudflare in @currentYear@

BI AnalystNotes

BI Analyst

Learn to become a Business Intelligence Analyst in @currentYear@

AI Red TeamingNotes

AI Red Teaming

Learn to become a red teaming expert in AI in @currentYear@

AI AgentsNotes

AI Agents

Learn to design, build and ship AI agents in @currentYear@

Next.jsNotes

Next.js

Learn everything you need to master Next.js

Code ReviewNotes

Code Review

Learn what to focus on when conducting a code review.

KotlinNotes

Kotlin

Step by step guide to learning Kotlin in @currentYear@

HTMLNotes

HTML

Step by step guide to learning HTML in @currentYear@

CSSNotes

CSS

Step by step guide to learning CSS in @currentYear@

Swift & Swift UINotes

Swift & Swift UI

Step by step guide to learning Swift and Swift UI in @currentYear@

Shell / BashNotes

Shell / Bash

Learn to master Shell and Bash in @currentYear@

LaravelNotes

Laravel

Step by step guide to mastering Laravel in @currentYear@

ElasticsearchNotes

Elasticsearch

Step by step guide to mastering Elasticsearch in @currentYear@

WordPressNotes

WordPress

Step by step guide to becoming a WordPress Developer in @currentYear@

DjangoNotes

Django

Step-by-step guide to becoming a Django Developer in @currentYear@

RubyNotes

Ruby

Step by step guide to becoming a Ruby developer in @currentYear@

Ruby on RailsNotes

Ruby on Rails

Step-by-step guide to become a Ruby on Rails Developer in @currentYear@

ScalaNotes

Scala

Step-by-step guide to become a Scala developer in @currentYear@

Network EngineerNotes

Network Engineer

Step-by-Step guide to learn Network Engineering in @currentYear@

Forward Deployed EngineerNotes

Forward Deployed Engineer

Step-by-step guide to becoming a Forward Deployed Engineer in @currentYear@

Frontend Developer BeginnerNotes

Frontend Developer Beginner

Step by step guide to becoming a modern frontend developer in @currentYear@

Backend Developer BeginnerNotes

Backend Developer Beginner

Step by step guide to becoming a modern backend developer in @currentYear@

DevOps Roadmap BeginnerNotes

DevOps Roadmap Beginner

Step by step guide for DevOps, SRE or any other Operations Role in @currentYear@

Learn Git and GitHub BeginnerNotes

Learn Git and GitHub Beginner

Step by step guide to learn Git and GitHub in @currentYear@

AWSNotes

AWS

Detailed list of best practices for Amazon Web Services (AWS)

API SecurityNotes

API Security

Detailed list of best practices to make your APIs secure

Backend PerformanceNotes

Backend Performance

Detailed list of best practices to improve your backend performance

Frontend PerformanceNotes

Frontend Performance

Detailed list of best practices to improve your frontend performance

Code ReviewNotes

Code Review

Detailed list of best practices for effective code reviews and quality

Top 60+ Angular Interview Questions (and answers)Notes

Top 60+ Angular Interview Questions (and answers)

Top 60+ Spring Boot Interview Questions and AnswersNotes

Top 60+ Spring Boot Interview Questions and Answers

Top 50 Kubernetes Interview Questions and AnswersNotes

Top 50 Kubernetes Interview Questions and Answers

30 C++ Interview Questions and Answers (+Quiz!)Notes

30 C++ Interview Questions and Answers (+Quiz!)

Top 30 System Design Interview Questions (+ Quiz!)Notes

Top 30 System Design Interview Questions (+ Quiz!)

Top 37 REST API Interview Questions (and Answers)Notes

Top 37 REST API Interview Questions (and Answers)

Top 20 Python Interview Questions and AnswersNotes

Top 20 Python Interview Questions and Answers

Top 80 JavaScript Coding Interview Questions and AnswersNotes

Top 80 JavaScript Coding Interview Questions and Answers

Top 100 Node.js Interview Questions and AnswersNotes

Top 100 Node.js Interview Questions and Answers

Top 100 Java Interview Questions: Ace Your InterviewNotes

Top 100 Java Interview Questions: Ace Your Interview

Top 30 SQL Interview Questions and Answers (With Quiz)Notes

Top 30 SQL Interview Questions and Answers (With Quiz)

30 SQL Queries Interview Questions and AnswersNotes

30 SQL Queries Interview Questions and Answers

Top 30 JavaScript Interview Questions and AnswersNotes

Top 30 JavaScript Interview Questions and Answers

Top 60+ Data Science Interview Questions and AnswersNotes

Top 60+ Data Science Interview Questions and Answers

50 Popular Golang Interview Questions (+ Quiz!)Notes

50 Popular Golang Interview Questions (+ Quiz!)

50 Popular Data Analyst Interview Questions (+ Quiz!)Notes

50 Popular Data Analyst Interview Questions (+ Quiz!)

Top 50 Full Stack Developer Interview QuestionsNotes

Top 50 Full Stack Developer Interview Questions

Top 50 Popular DevOps Interview Questions (and Answers)Notes

Top 50 Popular DevOps Interview Questions (and Answers)

Top 45 React Interview Questions and AnswersNotes

Top 45 React Interview Questions and Answers

50 Popular Backend Developer Interview Questions and AnswersNotes

50 Popular Backend Developer Interview Questions and Answers

Top 30 Popular Front End Developer Interview QuestionsNotes

Top 30 Popular Front End Developer Interview Questions

Matrix Multiplication in Python: The Complete Decision GuideNotes

Matrix Multiplication in Python: The Complete Decision Guide

Python matrix multiplication, explained: nested loops vs NumPy dot() vs @. Get code examples, a comparison table, and common error fixes.

Fix "Invalid Syntax" in Python (8 Common Causes)Notes

Fix "Invalid Syntax" in Python (8 Common Causes)

Python invalid syntax error driving you crazy? See 8 common causes, a quick-fix lookup table, and debugging tips to solve it in minutes.

Top 10 Best LLM Observability Tools in 2026Notes

Top 10 Best LLM Observability Tools in 2026

Compare 10 LLM observability tools for 2026. Track agent behavior, catch quality regressions, and control AI costs. Free & paid picks inside.

Automated Regression Testing: The Complete 2026 GuideNotes

Automated Regression Testing: The Complete 2026 Guide

Catch bugs before users do: build a layered regression test suite with Playwright, Pytest, Cypress & Selenium. Free step-by-step guide.

The or Operator in Python: Complete Guide with ExamplesNotes

The or Operator in Python: Complete Guide with Examples

Confused by Python's or operator? Learn how it really works with non-boolean values, real use cases, and mistakes to avoid. Start learning.

Types of NoSQL Databases: How to Choose the Right OneNotes

Types of NoSQL Databases: How to Choose the Right One

Key-value, document, wide-column, or graph? Learn how each NoSQL database type works and pick the right one for your app's data and queries.

Python reduce(): The Complete Guide (With Examples)Notes

Python reduce(): The Complete Guide (With Examples)

Learn how Python's reduce() works with real examples, common pitfalls, and when list comprehensions or loops are the smarter choice.

Master Python Filter: Syntax, Examples, and Best PracticesNotes

Master Python Filter: Syntax, Examples, and Best Practices

Master Python's filter() function with this comprehensive guide. Learn the correct syntax, see practical examples, and avoid common pitfalls to write cleaner, more efficient code.

Python Max Int: Understanding Arbitrary Precision IntegersNotes

Python Max Int: Understanding Arbitrary Precision Integers

Curious about Python's maximum integer value? Learn how arbitrary precision works, why overflow isn't a problem, and common gotchas to avoid.

API gateway vs. Load balancer: Do you need one or both?Notes

API gateway vs. Load balancer: Do you need one or both?

API gateway vs. load balancer: what they do differently, when to use each, and whether you need both. See the full guide.

WebSocket vs HTTP: Which Protocol Should You Use?Notes

WebSocket vs HTTP: Which Protocol Should You Use?

WebSocket or HTTP? Compare overhead, latency, and scalability, then use our decision framework to pick the right protocol for your feature.

MongoDB vs. PostgreSQL: Key differences and when to use eachNotes

MongoDB vs. PostgreSQL: Key differences and when to use each

MongoDB vs PostgreSQL: which one fits your project? Compare data models, scaling, ACID & use cases to make the right choice today.

Terraform Backend: How it Works and How to Configure itNotes

Terraform Backend: How it Works and How to Configure it

Learn how Terraform backends work, configure S3 remote backends, migrate state files, and avoid common errors in production.

Python KeyError Exceptions: Causes and Fixes ExplainedNotes

Python KeyError Exceptions: Causes and Fixes Explained

Stuck with a Python KeyError? Learn why it happens, from missing keys to type mismatches, and master 3 simple ways to fix it in your code.

Python Null (None): Guide to Missing Values and NoneTypeNotes

Python Null (None): Guide to Missing Values and NoneType

Learn Python’s Null: Master missing values, use identity operators correctly, avoid common bugs, and follow best practices for cleaner code.

Python Backend Development: Build Your First APINotes

Python Backend Development: Build Your First API

Learn Python backend development: build REST APIs with Django, Flask & FastAPI. Step-by-step guide with code examples for beginners.

Python Backend Frameworks: How to Choose the Right OneNotes

Python Backend Frameworks: How to Choose the Right One

Compare the top Python backend frameworks by performance, use case, and team fit, and pick the right one from the start.

Python Return Multiple Values: 4 Methods & ExamplesNotes

Python Return Multiple Values: 4 Methods & Examples

Learn 4 ways to return multiple values in Python: tuples, named tuples, dataclasses, and dicts. With code examples and a quick-reference comparison table.

Python Multiline Strings: The Complete GuideNotes

Python Multiline Strings: The Complete Guide

Learn 5 ways to write Python multiline strings: triple quotes, f-strings, join & more. Real-world examples included.

OpenClaw Security: 12 Best Practices From Our ExpertsNotes

OpenClaw Security: 12 Best Practices From Our Experts

Secure your OpenClaw AI agent with 12 expert-backed practices. Stop credential leaks, prompt injections & supply chain attacks before they hit your system.

How to Install OpenClaw: A Complete Setup GuideNotes

How to Install OpenClaw: A Complete Setup Guide

Install OpenClaw in minutes: connect your AI agent to Telegram, add skills & run it 24/7 on your laptop, Mac mini, or VPS. Step-by-step guide.

Claude Code vs Cursor: Which AI Coding Tool To ChooseNotes

Claude Code vs Cursor: Which AI Coding Tool To Choose

Claude Code vs Cursor: compare features, autonomy, pricing & use cases to pick the best AI coding tool for your workflow in 2026.

Python not Operator: The Complete Guide to Logical NegationNotes

Python not Operator: The Complete Guide to Logical Negation

Master the Python Not Operator. Learn how this logical negation keyword handles True/False, truthiness, and complex conditions.

Python Print New Line: Methods, Examples, and Best PracticesNotes

Python Print New Line: Methods, Examples, and Best Practices

Learn 5 ways to print a new line in Python, including the \n escape sequence, print() function's end/sep arguments, and multiline strings + best practices.

Python Exponent: 5 Methods for Exponentiation + ApplicationsNotes

Python Exponent: 5 Methods for Exponentiation + Applications

Master 5 Python exponent methods, see performance, edge cases, & real-world applications in Finance, ML, & Cryptography

Python Modulo Operator (%): Complete Guide with ExamplesNotes

Python Modulo Operator (%): Complete Guide with Examples

Unlock the power of Python modulo (%). A complete guide covering syntax, examples, floats, negative numbers, divmod(), and practical applications.

Python Division: Operators, Floor Division, and ExamplesNotes

Python Division: Operators, Floor Division, and Examples

Learn Python division operators: true division (/), floor division (//), modulo, and divmod() with examples, edge cases, and common errors.

Vibe coding tutorial: Build your first app with Claude CodeNotes

Vibe coding tutorial: Build your first app with Claude Code

New to vibe coding and want to build your first app? This vibe coding tutorial is for you: a step-by-step guide to build a real CLI app with Claude Code.

Vibe Coding Best Practices: How To Get Consistent ResultsNotes

Vibe Coding Best Practices: How To Get Consistent Results

Vibe coding can get messy, inconsistent results. Learn these 10 vibe coding best practices to ship reliable code faster.

The 10 Best Vibe Coding Tools in 2026: Our ChoicesNotes

The 10 Best Vibe Coding Tools in 2026: Our Choices

Compare the 10 best vibe coding tools in 2026 — from Cursor and Claude Code to Lovable and Bolt. Find the right tool for your skill level, budget, and project type.

How Long Does It Take to Learn JS? A Career Seeker's GuideNotes

How Long Does It Take to Learn JS? A Career Seeker's Guide

How long does it take to learn JavaScript from scratch? This guide shows what to expect—and how to speed up your journey.

Data Science Lifecycle 101: A Beginners' Ultimate GuideNotes

Data Science Lifecycle 101: A Beginners' Ultimate Guide

Discover the Data Science Lifecycle step-by-step: Learn key phases, tools, and techniques in this beginner-friendly guide.

Python Switch Statement 101: Match-case and alternativesNotes

Python Switch Statement 101: Match-case and alternatives

Learn how to use Python switch statement patterns like match-case and dictionary patterns for an improved structure and cleaner code.

Python glob Module: File Pattern Matching ExplainedNotes

Python glob Module: File Pattern Matching Explained

Learn what the Python glob module is and how it can simplify pattern-based searches in larger projects.

Binary search in Python 101: Implementation and use casesNotes

Binary search in Python 101: Implementation and use cases

Improve search performance with binary search in Python. Learn what binary search in Python is and how to implement it.

Hashmaps in Python: Master Implementation and Use CasesNotes

Hashmaps in Python: Master Implementation and Use Cases

Hashmaps are everywhere in Python, and there’s a good chance you’ve used them before. Learn how to use hashmaps in Python with common errors and examples.

Python Nonlocal Keyword Explained by Our ExpertsNotes

Python Nonlocal Keyword Explained by Our Experts

Nested functions break variable updates due to scope rules. Learn what the Python nonlocal keyword is, when to use it correctly, and common applications.

Encapsulation in Python: All You Need to KnowNotes

Encapsulation in Python: All You Need to Know

Classes feel unsafe and hard to manage? Learn how encapsulation in Python works, how to implement it, and practical use cases.

How Long Does It Really Take To Learn Python? My ExperienceNotes

How Long Does It Really Take To Learn Python? My Experience

Wondering how long it takes to learn Python? Get clear timelines, learning stages, and tips in this comprehensive guide.

Java vs. C++: A Guide to Choosing the Right LanguageNotes

Java vs. C++: A Guide to Choosing the Right Language

Not sure how Java vs C++ compares? Explore the trade offs, use cases, and when each language is a better fit for your team and your project needs.

Python vs. Kotlin: Which is Best for You?Notes

Python vs. Kotlin: Which is Best for You?

Not sure whether to go for Python vs. Kotlin? Compare performance, use cases, and career paths to make the right choice.

Java vs Kotlin Comparison: Which Language Should You Choose?Notes

Java vs Kotlin Comparison: Which Language Should You Choose?

Not sure whether Java or Kotlin fits your needs? This Java vs. Kotlin comparison explains the key differences to help you decide.

C++ vs. C: When (and when not) to use each languageNotes

C++ vs. C: When (and when not) to use each language

If you can't decide between C++ vs. C, this guide will show where C or C++ fits best for your next development project.

C# vs C++: Which is Best for You in 2026?Notes

C# vs C++: Which is Best for You in 2026?

Choosing between C++ vs. C#? Learn the key trade-offs, when to use C#, when C++ fits better, and how to match each language to your project goals.

15 Must-Have DevOps Monitoring Tools in 2026Notes

15 Must-Have DevOps Monitoring Tools in 2026

Dealing with downtime and blind spots? These 15 DevOps monitoring tools help you detect issues early, track performance, and keep your systems working reliably.

Python Multithreading: The Most Practical IntroNotes

Python Multithreading: The Most Practical Intro

Confused by Python's multithreading and GIL? Learn practical ways to use threads for I/O tasks, avoid race conditions, and improve responsiveness.

10 DevOps Deployment Tools for 2026Notes

10 DevOps Deployment Tools for 2026

Tired of broken builds and delayed releases? Explore the best DevOps deployment tools to automate releases, speed up, and keep your builds reliable.

Top 14 DevOps Testing Tools: My Best RecommendationsNotes

Top 14 DevOps Testing Tools: My Best Recommendations

Manual tests slowing you down? Explore the best DevOps testing tools to automate QA, catch bugs early, speed up deployments, and increase test reliability.

What Does a Data Analyst Do?Notes

What Does a Data Analyst Do?

Wondering what does a data analyst do day to day? This beginner-friendly guide covers job duties, tools, and career potential.

Is Python Hard to Learn? Our Experts Say...Notes

Is Python Hard to Learn? Our Experts Say...

Is Python hard to learn? See what our experienced developers say, plus practical advice for new learners.

Python vs JavaScript: The Ultimate Guide for 2026Notes

Python vs JavaScript: The Ultimate Guide for 2026

Choosing between Python vs JavaScript? Compare strengths, learning curves, and jobs in this up-to-date 2026 guide.

Go vs. Rust Compared: Which is right for you?Notes

Go vs. Rust Compared: Which is right for you?

Choosing between Golang vs Rust? Explore their differences and find out which language fits your project or career goals best.

Data Analyst vs. Business Analyst Roles: How to ChooseNotes

Data Analyst vs. Business Analyst Roles: How to Choose

Compare data analyst vs business analyst roles by skills, tools, career paths, and salaries to choose the right fit for your strengths and interests.

Is JavaScript Hard to Learn? Advice from a ProNotes

Is JavaScript Hard to Learn? Advice from a Pro

Is JavaScript hard to learn for beginners? This expert guide breaks down the learning curve and how to get started smoothly.

Go vs Python: Pro advice on picking the right languageNotes

Go vs Python: Pro advice on picking the right language

Torn between Golang vs Python? Get expert advice on performance, ease of use, and which one fits your project best.

Data Analyst vs. Data Engineer: Skills, Salary, and moreNotes

Data Analyst vs. Data Engineer: Skills, Salary, and more

Compare data analyst and data engineer roles in terms of skills, tools, salaries, and career paths. Find the best fit for your goals with this complete guide.

Is SQL Hard to Learn? (An Expert's Take)Notes

Is SQL Hard to Learn? (An Expert's Take)

Wondering whether SQL is hard to learn? A seasoned pro shares insights, beginner tips, and how to make it easier than you think.

How Long Does It Take to Learn SQL? (An Expert's Take)Notes

How Long Does It Take to Learn SQL? (An Expert's Take)

How long does it take to learn SQL? A seasoned expert shares what to expect, from basics to job-ready skills.

SQL vs. Python: Which should you learn for data analysis?Notes

SQL vs. Python: Which should you learn for data analysis?

Choosing between SQL vs Python? This guide helps you pick the right tool for data analysis, based on real-world use.

SQL vs. MySQL: What's the Difference?Notes

SQL vs. MySQL: What's the Difference?

SQL vs. MySQL trips up every beginner. This guide clears it up once and for all, with real examples and project code to show you how they fit.

Data Analyst Career Path: My Pro AdviceNotes

Data Analyst Career Path: My Pro Advice

Wondering where a data analyst role can take you? Learn what your data analyst career path could look like.

TypeScript vs JavaScript: Which to Choose For Your ProjectNotes

TypeScript vs JavaScript: Which to Choose For Your Project

TypeScript vs JavaScript: Learn the pros, cons, and best use cases to choose the right language for your next project.

How to Become a Data Analyst with No Experience: My AdviceNotes

How to Become a Data Analyst with No Experience: My Advice

Learn how to become a data analyst with no experience through smart steps, skill-building tips, and my real-world guidance.

Data Science vs. Cyber Security: Which Is Best for You?Notes

Data Science vs. Cyber Security: Which Is Best for You?

Cyber security fights threats. Data science uncovers insights. If you're deciding between them, here's a practical guide based on skills, job roles, and career growth.

Data Science vs Software Engineering: Which to Choose?Notes

Data Science vs Software Engineering: Which to Choose?

Both software engineering and data science offer exciting opportunities, but they require different skill sets. This breakdown helps you find your ideal fit.

Data Science vs. AI: How I Would Choose My PathNotes

Data Science vs. AI: How I Would Choose My Path

If you love working with data, should you become a data scientist or an AI engineer? Here's how I made my choice.

Data Science vs Business Analytics: How I'd Choose My PathNotes

Data Science vs Business Analytics: How I'd Choose My Path

I once struggled to choose between data science and business analytics. If you're in the same boat, I'll guide you to find the right fit.

Data Science vs. Data Engineering: Lessons from My JourneyNotes

Data Science vs. Data Engineering: Lessons from My Journey

I’ve worked on both data science and data engineering projects - here’s what I’ve learned and how you can choose the best path for your career.

Data Science vs Statistics: How do they compare?Notes

Data Science vs Statistics: How do they compare?

Not sure whether to pursue data science or statistics? This guide breaks down the key differences, career paths, and skills you need to make an informed choice.

Data Science vs. Computer Science: Which Path to ChooseNotes

Data Science vs. Computer Science: Which Path to Choose

Data science or computer science? Learn the tools, roles, and paths in each field to decide which fits your strengths and career goals.

Data Science vs. Data Analytics: Which is Right for You?Notes

Data Science vs. Data Analytics: Which is Right for You?

Data science vs. Data analytics? This guide breaks down roles, tools, and growth opportunities for aspiring data professionals.

Data Science vs Machine Learning: How are they different?Notes

Data Science vs Machine Learning: How are they different?

Excited about a career in data science or machine learning? Learn the differences, key skills, tools, and how to choose the role that aligns with your ambitions.

How to Become a Full Stack Developer: Career GuideNotes

How to Become a Full Stack Developer: Career Guide

Want to become a full stack developer? Discover essential skills, tools, and practical steps to kickstart your career in web development.

Go vs Java: Choosing the Right Language for Your ProjectsNotes

Go vs Java: Choosing the Right Language for Your Projects

Comparing Go vs Java for your projects? Explore features like concurrency, memory management, and learning curves to find the right fit for your needs.

Java vs JavaScript: Key Differences ExplainedNotes

Java vs JavaScript: Key Differences Explained

Understand the unique strengths of Java and JavaScript to decide which suits your programming needs best.

Is Data Science a Good Career? Advice From a ProNotes

Is Data Science a Good Career? Advice From a Pro

Is data science a good career choice? Learn from a professional about the benefits, growth potential, and how to thrive in this exciting field.

Top 11 Data Science Skills to Master in 2026Notes

Top 11 Data Science Skills to Master in 2026

Looking to excel in data science? Learn the must-have skills for 2026 with our expert guide and advance your data science career.

Data Science Tools: Our Top 11 Recommendations for 2026Notes

Data Science Tools: Our Top 11 Recommendations for 2026

Master your data science projects with our top 11 tools for 2025! Discover the best platforms for data analysis, visualization, and machine learning.

DevOps Engineer Job Description in 2026Notes

DevOps Engineer Job Description in 2026

Create the perfect DevOps Engineer job description with our 2026 template, tailored to attract top talent in today's tech landscape.

DevOps vs Agile Methodology: Key Differences & ApplicationsNotes

DevOps vs Agile Methodology: Key Differences & Applications

Explore the contrasts between DevOps and Agile: Understand their principles, differences, and how to apply them effectively in projects.

DevOps vs DevSecOps: Key Differences and Best FitNotes

DevOps vs DevSecOps: Key Differences and Best Fit

DevOps vs DevSecOps: Learn the key differences, benefits, and how to choose the best approach for your needs and applications.

How to Build a Rest API in Golang (Detailed Tutorial)Notes

How to Build a Rest API in Golang (Detailed Tutorial)

Want to build a REST API in Golang? Follow our detailed tutorial to set up, code, and deploy your API with best practices and clear examples.

Java vs Python: Which will suit you best?Notes

Java vs Python: Which will suit you best?

Wondering which language is right for you? Explore our comprehensive Java vs Python guide to find the best option for your career.

DevOps Test Automation: How to accelerate software deliveryNotes

DevOps Test Automation: How to accelerate software delivery

Want to deliver software faster? Dive into the power of DevOps test automation and transform your testing pipeline with proven techniques.

DevOps Vs. Developer: What Are The Key Differences?Notes

DevOps Vs. Developer: What Are The Key Differences?

Understand the differences between DevOps and Developer roles. Find out which career aligns with your skills and future goals.

21 Best DevOps Tools from Essentials to Advanced and ProNotes

21 Best DevOps Tools from Essentials to Advanced and Pro

Maximize efficiency with top DevOps tools for all expertise levels. Find the perfect solutions to automate, integrate, and optimize your software delivery pipeline.

Top 12 Frontend Technologies to Use in 2026: Expert AdviceNotes

Top 12 Frontend Technologies to Use in 2026: Expert Advice

Master the frontend landscape with our curated list of 12 essential technologies. Expert tips on selecting the best tools for your web projects.

6 Best DevOps Automation Tools: Streamline your workflowNotes

6 Best DevOps Automation Tools: Streamline your workflow

Explore the best DevOps automation tools designed to optimize CI/CD, reduce manual tasks, and drive efficiency in your development cycle.

14 DevOps Best Practices and Methods You Should KnowNotes

14 DevOps Best Practices and Methods You Should Know

Learn DevOps best practices for building efficient workflows, from code integration to monitoring, and avoid common DevOps anti-patterns.

Backend Developer Job Description in 2026Notes

Backend Developer Job Description in 2026

Learn how to write the perfect backend developer job description and get my best tips on how to recruit backend dev talent effectively.

What is DevOps Automation? 8 Best Practices & AdviceNotes

What is DevOps Automation? 8 Best Practices & Advice

Streamline your DevOps pipeline! Explore what DevOps automation is and the 8 best practices for seamless delivery.

Why Does DevOps Recommend Shift-Left Testing Principles?Notes

Why Does DevOps Recommend Shift-Left Testing Principles?

Understand why DevOps emphasizes shift-left testing to boost early bug detection, reduce costs, and improve release cycles.

Frontend Developer Job Description in 2026Notes

Frontend Developer Job Description in 2026

Learn how to write the perfect frontend developer job description and get my best tips on how to recruit frontend dev talent effectively.

What Are the 7 Key Phases of the DevOps Lifecycle?Notes

What Are the 7 Key Phases of the DevOps Lifecycle?

Master the DevOps lifecycle by exploring its 7 phases, designed to enhance collaboration, streamline processes, and deliver software with agility.

Full Stack Developer Job Description in 2026Notes

Full Stack Developer Job Description in 2026

Looking to hire a Fullstack Engineer? Get the complete job description, skills, and responsibilities right here!

Top 10 Web Developer Portfolio Templates - A Pro’s PickNotes

Top 10 Web Developer Portfolio Templates - A Pro’s Pick

Build an impressive online presence with these 10 handpicked web developer portfolio templates.

DevOps engineer vs Full stack developer: Which is best?Notes

DevOps engineer vs Full stack developer: Which is best?

DevOps engineer vs Full stack developer: Compare the roles, required skills, and future prospects to make an informed career choice.

Full stack vs Back end: What are the differences?Notes

Full stack vs Back end: What are the differences?

Full-stack vs Back-end: Learn the key differences in skills, roles, and technologies and find the right development path for you.

Top 7 Backend Frameworks to Use in 2026: Pro AdviceNotes

Top 7 Backend Frameworks to Use in 2026: Pro Advice

Get expert advice on backend frameworks for 2026. Learn about the top 7 frameworks that can elevate your development process.

Top 7 Frontend Frameworks to Use in 2026: Pro AdviceNotes

Top 7 Frontend Frameworks to Use in 2026: Pro Advice

Get expert advice on frontend frameworks for 2026. Elevate your web development process with these top picks.

11 Core DevOps Principles to MasterNotes

11 Core DevOps Principles to Master

Elevate your game by understanding this set of key DevOps principles and practices. Gain pro insights for a more efficient, collaborative workflow!

10+ In-Demand DevOps Engineer Skills to MasterNotes

10+ In-Demand DevOps Engineer Skills to Master

Find out exactly what it takes to be a successful DevOps engineer with my recommendations for essential DevOps skills

Top 10+ Backend Technologies to Use in 2026: Expert AdviceNotes

Top 10+ Backend Technologies to Use in 2026: Expert Advice

Looking for the best backend technologies in 2026? Check out our expert list of top tools for developers.

Is DevOps engineering a good career path in 2026?Notes

Is DevOps engineering a good career path in 2026?

Learn why a DevOps career path is a smart choice in 2025. Get insights into demand, growth, and earning potential in DevOps.

What is a DevOps Engineer? Responsibilities & Roles in 2026Notes

What is a DevOps Engineer? Responsibilities & Roles in 2026

Explore the responsibilities and roles of a DevOps Engineer in 2026. Gain insights into the evolving field of DevOps and what it takes to succeed.

How to Become a Front-End Developer in 7 StepsNotes

How to Become a Front-End Developer in 7 Steps

Learn how to become a front-end developer in 7 clear steps. Start your coding journey with practical tips and resources today!

8 In-Demand Full Stack Developer Skills to MasterNotes

8 In-Demand Full Stack Developer Skills to Master

Master these 8 in-demand full stack developer skills and become a standout candidate for your next job application.

12 In-Demand Front End Developer Skills to MasterNotes

12 In-Demand Front End Developer Skills to Master

Master these 12 in-demand front end developer skills and become a standout candidate in the web development field.

DevOps vs SRE: Key Differences ExplainedNotes

DevOps vs SRE: Key Differences Explained

DevOps vs SRE: Discover which role suits your career best. Learn key differences, skills required, and career prospects in our detailed guide.

How to become a DevOps Engineer in 2026Notes

How to become a DevOps Engineer in 2026

Want to become a DevOps engineer? Our 2026 guide covers skills, certifications, and expert career advice. Start your journey today!

20 Backend Project Ideas to take you from Beginner to ProNotes

20 Backend Project Ideas to take you from Beginner to Pro

Seeking backend projects to enhance your skills? Explore our top 20 project ideas, from simple apps to complex systems. Start building today!

What Front End Programming Languages Should You Learn?Notes

What Front End Programming Languages Should You Learn?

Get ahead in web development. Discover the essential frontend languages every pro developer uses!

Full Stack Developer or Software Engineer – Which Way to Go?Notes

Full Stack Developer or Software Engineer – Which Way to Go?

Unsure about your dev career path? Compare full stack developer and software engineer roles to make an informed decision.

13 Must-Have Java Full-stack Developer Skills in 2026Notes

13 Must-Have Java Full-stack Developer Skills in 2026

Master the essential skills every Java full stack developer needs. Boost your career with our expert tips!

25 Essential Backend Development Tools for 2026Notes

25 Essential Backend Development Tools for 2026

Elevate your coding with backend developer tools that bring efficiency, scalability, and innovation to your projects. Improve your development process today!

8 In-Demand Backend Developer Skills to MasterNotes

8 In-Demand Backend Developer Skills to Master

Learn what the essential backend developer skills are that you should learn and master to advance in your career.

The 5 Best Backend Development Languages to Master (2026)Notes

The 5 Best Backend Development Languages to Master (2026)

Discover the best backend development languages to learn right now for career development, with practical tips from an experienced developer.

5 Free Resources to Master LLMsNotes

5 Free Resources to Master LLMs

Looking to dive into the fascinating world of Language Models (LLMs)? Discover the top 5 free resources that will help you learn and excel in understanding LLMs. From comprehensive tutorials to interactive courses, this blog post provides you with the ultimate guide to sharpen your skills and unravel the potential of language models. Start your journey today and become a pro in LLMs without spending a dime!

Jump Servers: What, Why and HowNotes

Jump Servers: What, Why and How

Learn what is a Jump Server and how to set it up for SSH access.

Guide to Let's Encrypt SSL SetupNotes

Guide to Let's Encrypt SSL Setup

Learn how to protect your website using Let's Encrypt SSL Certificates.

Single Command Database SetupNotes

Single Command Database Setup

Learn how to run MySQL, PostgreSQL, or MongoDB in Docker with single Command

Consistency PatternsNotes

Consistency Patterns

Everything you need to know about Week, Strong and Eventual Consistency

Session Based Authentication GuideNotes

Session Based Authentication Guide

Learn what is Session Based Authentication and how to implement it in Node.js

HTTP Basic AuthenticationNotes

HTTP Basic Authentication

Learn what is HTTP Basic Authentication and how to implement it in Node.js

Basics of AuthenticationNotes

Basics of Authentication

Learn the basics of Authentication and Authorization

Async and Defer Script LoadingNotes

Async and Defer Script Loading

Learn how to avoid render blocking JavaScript using async and defer scripts.

What are Web Vitals?Notes

What are Web Vitals?

Learn what are the core web vitals and how to measure them.

SLIs, SLOs and SLAsNotes

SLIs, SLOs and SLAs

Learn what are different indicators for performance identification of any service.

What is CI and CD?Notes

What is CI and CD?

Learn the basics of CI/CD and how to implement that with GitHub Actions.

SSO — Single Sign OnNotes

SSO — Single Sign On

Learn the basics of SAML and understand how does Single Sign On work.

OAuth — Open AuthorizationNotes

OAuth — Open Authorization

Learn and understand what is OAuth and how it works

JWT AuthenticationNotes

JWT Authentication

Understand what is JWT authentication and how is it implemented

Token Based AuthenticationNotes

Token Based Authentication

Understand what is token based authentication and how it is implemented

Session Based Authentication Visually ExplainedNotes

Session Based Authentication Visually Explained

Understand what is session based authentication and how it is implemented

Basic AuthenticationNotes

Basic Authentication

Understand what is basic authentication and how it is implemented

Character EncodingsNotes

Character Encodings

Covers the basics of character encodings and explains ASCII vs Unicode

Unfamiliar CodebaseNotes

Unfamiliar Codebase

Tips on getting familiar with an unfamiliar codebase

Build it and they will come?Notes

Build it and they will come?

Why “build it and they will come” alone won’t work anymore

DHCP in One PictureNotes

DHCP in One Picture

Here is what happens when a new device joins the network.

SSL vs TLS vs SSHNotes

SSL vs TLS vs SSH

Quick tidbit on the differences between SSL, TLS, HTTPS and SSH

Asymptotic NotationNotes

Asymptotic Notation

Learn the basics of measuring the time and space complexity of algorithms

Big-O NotationNotes

Big-O Notation

Easy to understand explanation of Big-O notation without any fancy terms

Random Numbers: Are they?Notes

Random Numbers: Are they?

Learn how they are generated and why they may not be truly random.

How does the internet work?Notes

How does the internet work?

Learn the basics of internet and everything involved with this short video series

Scaling DatabasesNotes

Scaling Databases

Learn the ups and downs of different database scaling strategies

Levels of SeniorityNotes

Levels of Seniority

How to Step Up as a Junior, Mid Level or a Senior Developer?

Design Patterns for HumansNotes

Design Patterns for Humans

A language agnostic, ultra-simplified explanation to design patterns

DNS in One PictureNotes

DNS in One Picture

Quick illustrative guide on how a website is found on the internet.

Journey to HTTP/2Notes

Journey to HTTP/2

The evolution of HTTP. How it all started and where we stand today

HTTP CachingNotes

HTTP Caching

Everything you need to know about web caching

Brief History of JavaScriptNotes

Brief History of JavaScript

How JavaScript was introduced and evolved over the years

Proxy ServersNotes

Proxy Servers

How do proxy servers work and what are forward and reverse proxies?

Single-Page CVNotes

Single-Page CV

Create a single-page HTML CV to showcase your career history

Basic HTML WebsiteNotes

Basic HTML Website

Create simple HTML only website with multiple pages.

Personal PortfolioNotes

Personal Portfolio

Convert the previous simple HTML website into a personal portfolio.

Changelog ComponentNotes

Changelog Component

Create a changelog component for a website using HTML and CSS.

Testimonial CardsNotes

Testimonial Cards

Create testimonial cards for a website using HTML and CSS.

Datepicker UINotes

Datepicker UI

Create a simple datepicker UI using HTML and CSS.

Accessible Form UINotes

Accessible Form UI

Create an accessible form UI using HTML and CSS.

Image Grid LayoutNotes

Image Grid Layout

Create a grid layout of images using HTML and CSS.

Tooltip UINotes

Tooltip UI

Create a tooltip for navigation items using only HTML and CSS.

Greeting BuilderNotes

Greeting Builder

Build a small greeting helper from reusable string functions.

Temperature ConverterNotes

Temperature Converter

Write temperature conversion and formatting functions.

Number CheckerNotes

Number Checker

Create boolean helper functions that describe a number.

String FormatterNotes

String Formatter

Normalize names with string cleanup and formatting functions.

Price CalculatorNotes

Price Calculator

Calculate discount, tax, and final price with small functions.

Cart Total CalculatorNotes

Cart Total Calculator

Summarize cart totals from arrays of item objects.

Grade Report GeneratorNotes

Grade Report Generator

Turn numeric scores into grade report objects.

Task List UtilitiesNotes

Task List Utilities

Write task list helpers that return updated arrays.

Expense SummaryNotes

Expense Summary

Calculate totals and find the largest expense from object arrays.

Product Search and FilterNotes

Product Search and Filter

Build search and filter helpers for a product list.

User Profile FormatterNotes

User Profile Formatter

Format nested user data into a smaller profile summary.

Quiz Score CalculatorNotes

Quiz Score Calculator

Score quiz answers and return a result summary.

JSON Response NormalizerNotes

JSON Response Normalizer

Normalize API-shaped JSON data into article summaries.

Password Rule CheckerNotes

Password Rule Checker

Validate a password by reporting which rules failed.

Order Status HelperNotes

Order Status Helper

Summarize nested order data for a support dashboard.

TabsNotes

Tabs

Create a simple tabs component using HTML, CSS, and JavaScript.

Cookie ConsentNotes

Cookie Consent

Create a simple cookie consent banner using JavaScript.

Restricted TextareaNotes

Restricted Textarea

Create a textarea with live character count and a max character limit.

AccordionNotes

Accordion

Create an accordion component using HTML, CSS, and JavaScript.

Age CalculatorNotes

Age Calculator

Create an age calculator using HTML, CSS, and JavaScript.

Flash CardsNotes

Flash Cards

Create a flash card app using JavaScript frameworks.

Server Performance StatsNotes

Server Performance Stats

Write a script to analyse basic server performance stats.

Folder InfoNotes

Folder Info

Inspect a folder and print its file and folder counts.

File CounterNotes

File Counter

Count lines, words, and characters in a text file.

GitHub Profile DetailsNotes

GitHub Profile Details

Fetch and print public details for a GitHub user.

JSON FormatterNotes

JSON Formatter

Read a JSON file and print clean formatted output.

Env CheckerNotes

Env Checker

Check required environment variables without leaking values.

Task TrackerNotes

Task Tracker

Build a CLI app to track your tasks and manage your to-do list.

GitHub User ActivityNotes

GitHub User Activity

Use GitHub API to fetch user activity and display it in the terminal.

Log Archive ToolNotes

Log Archive Tool

Build a tool to archive logs from the CLI with the date and time.

Expense TrackerNotes

Expense Tracker

Build a simple expense tracker to manage your finances.

Nginx Log AnalyserNotes

Nginx Log Analyser

Write a simple tool to analyze logs from the command line.

GitHub Pages DeploymentNotes

GitHub Pages Deployment

Write a simple GitHub Actions workflow to deploy a static website to GitHub Pages.

Number Guessing GameNotes

Number Guessing Game

Build a simple number guessing game to test your luck.

SSH Remote Server SetupNotes

SSH Remote Server Setup

Setup a basic remote linux server and configure it to allow SSH.

Unit ConverterNotes

Unit Converter

Unit converter to convert between different units of measurement.

Personal BlogNotes

Personal Blog

Build a personal blog to write and publish articles on various topics.

Static Site ServerNotes

Static Site Server

Setup a basic linux server and configure it to serve a static site.

Basic DNS SetupNotes

Basic DNS Setup

Purchase a custom domain and set up basic DNS records.

Weather APINotes

Weather API

Build a weather API that fetches and returns weather data.

Blogging Platform APINotes

Blogging Platform API

Build a RESTful API for a personal blogging platform

Simple MonitoringNotes

Simple Monitoring

Set up a basic monitoring dashboard using Netdata.

Dummy Systemd ServiceNotes

Dummy Systemd Service

Create a long-running systemd service that logs to a file.

Todo List APINotes

Todo List API

Build a RESTful API to allow users to manage their to-do list.

Basic DockerfileNotes

Basic Dockerfile

Build a basic Dockerfile to create a Docker image.

Expense Tracker APINotes

Expense Tracker API

Build an API for an expense tracker application.

EC2 InstanceNotes

EC2 Instance

Create an EC2 instance on AWS and connect to it using SSH.

GitHub Trending CLINotes

GitHub Trending CLI

CLI application that talks to GitHub API and shows the trending repositories

TMDB CLI ToolNotes

TMDB CLI Tool

Use TMDB API to fetch movie information and display it in the terminal.

Python Job Listings ScraperNotes

Python Job Listings Scraper

Build a scraper that collects job listings from the Fake Python Jobs site.

Analysing Pharma Sales DataNotes

Analysing Pharma Sales Data

Analyse pharmaceutical sales data using Python, Pandas, and Matplotlib.

Clean the Netflix DatasetNotes

Clean the Netflix Dataset

Learn to clean the Netflix dataset using Python and Pandas effectively.

Exploring the Titanic DatasetNotes

Exploring the Titanic Dataset

Study Titanic passengers to find what factors improved survival odds.

Data Visualization BasicsNotes

Data Visualization Basics

Practice creating charts using the Tips dataset in Matplotlib and Seaborn.

Stock Price AnalysisNotes

Stock Price Analysis

Download historical stock data and analyse it with Pandas time series tools.

Querying with SQL & PythonNotes

Querying with SQL & Python

Connect Python to a SQLite database and write queries for business questions.

Clean a CSV with PandasNotes

Clean a CSV with Pandas

Clean a messy synthetic employee dataset using a structured 5-step workflow.

E-Commerce AnalysisNotes

E-Commerce Analysis

Explore the UCI Online Retail Dataset with Pandas for business insights.

Exploring the Iris DatasetNotes

Exploring the Iris Dataset

Perform a complete exploratory analysis on the classic Iris dataset.

Pandas Time SeriesNotes

Pandas Time Series

Learn how Pandas handles dates and times using a vehicle sales dataset.

Quiz AppNotes

Quiz App

Build a browser-based quiz application to test any knowledge

Weather Web AppNotes

Weather Web App

Build a weather app that fetches and displays weather for a given location.

GitHub Random RepositoryNotes

GitHub Random Repository

Create a GitHub random repository finder using GitHub API.

Custom DropdownNotes

Custom Dropdown

Create a custom dropdown using HTML, CSS, and JavaScript.

Task TrackerNotes

Task Tracker

Create a task tracker with a to-do list using JavaScript.

Reddit ClientNotes

Reddit Client

Create a Reddit client with customizable subreddit lanes.

Temperature ConverterNotes

Temperature Converter

Build a temperature converter that converts between different units.

Pomodoro TimerNotes

Pomodoro Timer

Create a pomodoro tracker application for productivity

Configuration ManagementNotes

Configuration Management

Write an Ansible playbook to configure a Linux server.

Caching ProxyNotes

Caching Proxy

Build a caching server that caches responses from other servers.

IaC on DigitalOceanNotes

IaC on DigitalOcean

Write Terraform code to create a Droplet on DigitalOcean

Markdown Note-taking AppNotes

Markdown Note-taking App

Build a note-taking app that uses markdown for formatting.

Node.js Service DeploymentNotes

Node.js Service Deployment

Use GitHub Actions to Deploy a Node.js Service to a remote server

Dockerized ServiceNotes

Dockerized Service

Use GitHub Actions to Deploy a Dockerized Node.js Service

URL Shortening ServiceNotes

URL Shortening Service

Build a URL Shortener API that helps shorten long URLs.

Broadcast ServerNotes

Broadcast Server

Build a server that can broadcast messages to connected clients.

Multi-Container ApplicationNotes

Multi-Container Application

Use Docker Compose to run a multi-container application

Automated DB BackupsNotes

Automated DB Backups

Setup a scheduled workflow to backup a Database every 12 hours

E-Commerce APINotes

E-Commerce API

E-Commerce platform with cart and payment gateway integration.

Bastion HostNotes

Bastion Host

Setup a bastion host for managing access to private infrastructure.

File Integrity CheckerNotes

File Integrity Checker

Verify the integrity of application log files to detect tampering.

Linux Server SetupNotes

Linux Server Setup

Learn to set up and secure a Linux server from scratch.

Workout TrackerNotes

Workout Tracker

App to let users track their workouts and progress.

VPN Server SetupNotes

VPN Server Setup

Set up a WireGuard or OpenVPN server to secure remote access.

Image Processing ServiceNotes

Image Processing Service

Build a service that allows users to upload and process images.

STANS Nav System DeployNotes

STANS Nav System Deploy

Deploy and manage the STANS system using Docker, Nginx, and CI/CD.

Multi-Tier DeploymentNotes

Multi-Tier Deployment

Deploy database, backend, and frontend as separate Docker containers.

OpenAI API in PythonNotes

OpenAI API in Python

Call OpenAI models directly from Python, beyond the ChatGPT interface.

Blue-Green DeploymentNotes

Blue-Green Deployment

Setup a blue-green deployment strategy for your application.

Prometheus and GrafanaNotes

Prometheus and Grafana

Setup monitoring using Prometheus and visualize metrics in Grafana.

Movie Reservation SystemNotes

Movie Reservation System

Build a system that allows users to reserve movie tickets.

Multi-Service ApplicationNotes

Multi-Service Application

Setup a multi-service optimized docker implementation

Real-time LeaderboardNotes

Real-time Leaderboard

Create a real-time leaderboard system for ranking and scoring.

Service DiscoveryNotes

Service Discovery

Setup service discovery with dummy services and Consul

24hr Story FeatureNotes

24hr Story Feature

Create a client-side instagram stories feature clone.

Database Backup UtilityNotes

Database Backup Utility

Build a database backup utility that can backup and restore any DB

Scalable E-Commerce PlatformNotes

Scalable E-Commerce Platform

Build an e-commerce platform using microservices architecture.

Writing an end-to-end (e2e) test cases for an e-commerce appNotes

Writing an end-to-end (e2e) test cases for an e-commerce app

In this project, you will write end-to-end (e2e) test cases for an e-commerce application for an online book store.

Pricing Comparison TableNotes

Pricing Comparison Table

Build a single-page pricing comparison using a real, accessible HTML table.

Blog Post PageNotes

Blog Post Page

Build a single semantic HTML blog post with proper text elements, links, and a figure.

Contact FormNotes

Contact Form

Build an accessible HTML contact form with real labels, grouped controls, and browser validation.

Photo ShowcaseNotes

Photo Showcase

Build an HTML photo showcase page with proper alt text, figures with captions, and an embedded video.

Pricing CardsNotes

Pricing Cards

Create a row of three pricing cards using HTML and CSS.

Theme Switcher with CSS VariablesNotes

Theme Switcher with CSS Variables

Build a theme switcher that changes a card using CSS variables

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