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Learning Resources

Your one-stop hub for workshops, tutorials, recordings, tools, and curated learning paths to accelerate your tech journey.

WorkshopsTutorialsRecordingsToolsLearning PathsExternal Links

Workshop Materials

Slides, code, and materials from our past workshops.

Full-Stack Web Development Bootcamp

8-session bootcamp covering React, Node.js, PostgreSQL, and deployment to Vercel.

Jan 2026Slides + Code
Download

Introduction to Machine Learning with Python

Workshop series on ML fundamentals using scikit-learn and pandas.

Dec 2025Slides + Notebooks
Download

Docker & Kubernetes Workshop

Hands-on containerization and orchestration for beginners.

Nov 2025Slides + Lab Files
Download

Cybersecurity CTF Prep Workshop

Preparation for capture-the-flag competitions covering web, crypto, and forensics.

Oct 2025Slides + Challenges
Download

Building Mobile Apps with Flutter

Cross-platform mobile development from zero to app store.

Sep 2025Slides + Starter Code
Download

Cloud Architecture on AWS

Designing scalable, cost-effective cloud architectures with AWS services.

Aug 2025Slides + Templates
Download

Tutorials & Guides

Step-by-step guides written by our members.

Beginner

Git & GitHub for Beginners

Complete guide to version control, branching, pull requests, and collaboration workflows.

Intermediate

REST API Design Best Practices

How to design clean, scalable APIs with authentication, pagination, and error handling.

Advanced

Deploying with CI/CD Pipelines

Set up automated testing and deployment with GitHub Actions and Docker.

Beginner

Introduction to SQL & Databases

Learn relational database fundamentals, queries, joins, and schema design.

Intermediate

TypeScript for JavaScript Developers

Gradual migration guide from JavaScript to TypeScript with real-world patterns.

Advanced

Building AI Chatbots with LangChain

Create intelligent conversational agents using LLMs and retrieval-augmented generation.

Recorded Sessions

Watch past talks, workshops, and event recordings.

Tech Talk: Adversarial Machine Learning

Coming SoonTBA

BAUhacks Hackathon Kickoff & Project Presentations

Coming SoonTBA

Tech Talk with Four Featured Speakers

Coming SoonTBA

AI Workshop: Vibe Code Your Own App

Coming SoonTBA

Recommended Tools

Essential tools and platforms we use and recommend.

VS Code

Editor

The most popular code editor with excellent extension ecosystem.

GitHub

DevOps

Version control, collaboration, and CI/CD platform.

Figma

Design

Collaborative UI/UX design tool for prototyping.

Vercel

Hosting

Deploy frontend applications with zero configuration.

Postman

Testing

API development and testing environment.

Docker

DevOps

Containerization platform for consistent development environments.

Notion

Productivity

All-in-one workspace for notes, docs, and project management.

LeetCode

Practice

Platform for practicing coding interview questions.

Learning Paths

Structured roadmaps to guide your learning in key technology domains.

Web Development

3-6 months
  1. 1HTML/CSS/JS Fundamentals
  2. 2React & Next.js
  3. 3Node.js & Express
  4. 4Databases (SQL/NoSQL)
  5. 5Deployment & DevOps

AI & Machine Learning

4-8 months
  1. 1Python & Math Foundations
  2. 2Data Science with Pandas
  3. 3ML with scikit-learn
  4. 4Deep Learning (TensorFlow/PyTorch)
  5. 5LLMs & NLP

Cybersecurity

3-6 months
  1. 1Networking Fundamentals
  2. 2Linux & Command Line
  3. 3Web Security (OWASP)
  4. 4CTF Competitions
  5. 5Penetration Testing

Cloud & DevOps

4-6 months
  1. 1Linux Administration
  2. 2Docker & Containers
  3. 3AWS/GCP Core Services
  4. 4CI/CD Pipelines
  5. 5Kubernetes & IaC

Mobile Development

2-4 months
  1. 1Dart Fundamentals
  2. 2Flutter Basics
  3. 3State Management
  4. 4API Integration
  5. 5App Store Deployment

Open Source

Ongoing
  1. 1Git & GitHub Mastery
  2. 2Finding Projects to Contribute
  3. 3Reading Codebases
  4. 4Writing Good PRs
  5. 5Maintaining Projects

External Learning Links

Curated external platforms and courses we recommend.

freeCodeCamp

Free full-stack web development curriculum

The Odin Project

Full-stack JavaScript and Ruby learning path

Coursera

University courses from Stanford, MIT, and more

Kaggle

Data science competitions and datasets

HackTheBox

Cybersecurity training and CTF challenges

AWS Skill Builder

Free cloud computing training from Amazon

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