# BitBootcamp

> BitBootcamp (https://bitbootcamp.com) is where you become, and prove you’ve become, an AI-native engineer, bit by bit. Free, concept-first courses in Python, SQL, pandas, data analysis, and machine learning, plus deep paid tracks in AI/ML, deep learning, LLMs & transformers, agentic AI, MLOps, DevOps/SRE, cybersecurity, and AI leadership. Every lesson is a short explainer paired with a runnable in-browser lab (Pyodide / SQLite-WASM, no install) and a video, in English, Hindi, and Spanish.

What makes it different: it teaches the engineering ideas that actually break, one concept at a time, and turns learning into **verifiable proof-of-skill**. Oracle-graded labs, a public profile built on the 7 Levels of Mastery, spaced-repetition review, a cross-discipline knowledge Atlas, interactive concept playgrounds you steer knob-by-knob, and 126 annotated walkthroughs of landmark ML/AI papers. The five flagship courses (Python, SQL, pandas, Data Analysis, ML) are **free forever** and browsable without an account; **Pro** ($19.99/mo; ₹499 in India) unlocks the full catalog, the video library, and verifiable certificates. All content is Markdown-native, fetch any lesson URL for clean raw Markdown. Machine-readable index: [catalog.json](https://bitbootcamp.com/catalog.json). Start free at https://bitbootcamp.com.

## Free courses (no account needed)
- **Data Analysis & EDA** (`DA-01`), 18 lessons, all free
- **Getting Started with Machine Learning** (`ML-01`), 16 lessons, all free
- **pandas Foundations** (`PD-01`), 18 lessons, all free
- **Python Foundations** (`PY-01`), 18 lessons, all free
- **SQL Foundations** (`SQL-01`), 16 lessons, all free

## All courses

### Data Analysis
- Data Analysis & EDA (`DA-01`), 18 lessons · FREE

### Machine Learning
- Getting Started with Machine Learning (`ML-01`), 16 lessons · FREE

### pandas
- pandas Foundations (`PD-01`), 18 lessons · FREE

### Python
- Python Foundations (`PY-01`), 18 lessons · FREE

### SQL
- SQL Foundations (`SQL-01`), 16 lessons · FREE

### AI & Machine Learning
- AI/ML Foundations (`AIM-01`), 60 lessons
- Deep Learning (`AIM-02`), 18 lessons
- LLMs & Transformers (`AIM-03`), 18 lessons
- MLOps & Productionizing (`AIM-04`), 18 lessons
- Reinforcement Learning (`AIM-05`), 18 lessons
- Agentic AI (`AIM-06`), 22 lessons
- Classical ML & Statistical Modeling (`AIM-07`), 18 lessons

### Cyber Security
- Security Foundations (`CYBER-01`), 24 lessons
- Application Security, OWASP Top 10 (`CYBER-02`), 14 lessons
- Network & Cloud Security (`CYBER-03`), 18 lessons
- IAM & Zero Trust (`CYBER-04`), 18 lessons
- Detection & Response (`CYBER-06`), 15 lessons
- Threats & Security Awareness (`CYBER-09`), 20 lessons

### DevOps & SRE
- DevOps & SRE Principles (`DEVOPS-01`), 24 lessons
- Kubernetes & Containers (`DEVOPS-02`), 18 lessons
- CI/CD & Release Engineering (`DEVOPS-03`), 16 lessons
- Observability (`DEVOPS-04`), 16 lessons
- Infrastructure as Code (`DEVOPS-05`), 16 lessons
- Incident Response & On-Call (`DEVOPS-06`), 16 lessons

### Governance, Risk & Compliance
- Governance, Risk & Compliance (`GRC-01`), 18 lessons

### AI Leadership & Strategy
- Agentic AI, Foundations (`LEAD-01`), 20 lessons
- Building & Orchestrating AI Agents (`LEAD-02`), 22 lessons
- Governing Agentic Organizations (`LEAD-03`), 14 lessons

## Key resources
- [Full catalog (JSON)](https://bitbootcamp.com/catalog.json): machine-readable index of every lesson, course, and prerequisite
- [All lessons as Markdown](https://bitbootcamp.com/llms-full.txt): every lesson with its raw-Markdown URL
- [Interactive playgrounds](https://bitbootcamp.com/play/): browser-native explorables, turn a knob, watch the concept move
- [Labs manifest (JSON)](https://bitbootcamp.com/labs.json): machine-readable index of every runnable lab
- [Sitemap](https://bitbootcamp.com/sitemap.xml)