ChangelogΒΆ
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog.
[Unreleased]ΒΆ
AddedΒΆ
CAREER_ROADMAP.mdβ Target roles, skills matrix, 30-60-90 day plan, resume strategy, portfolio guideINTERVIEW_PREP.mdβ 15 ML Q&A with answers, 4 coding problems, 3 system design walkthroughs, LLM/GenAI questions, behavioral prepCODE_OF_CONDUCT.mdβ Contributor Covenant Code of ConductCHANGELOG.mdβ This file
FixedΒΆ
15-ai-agents/README.mdβ Updated notebook listing to reflect all 9 notebooks (was showing only 6)08-rag/README.mdβ Removed reference to non-existentprojects/directory, updated module structure to match actual filesREADME.mdβ Removed non-existent23-advanced-mathematics/directory from structure, added missing28-practical-data-science/COMPARISON_MATRICES.mdβ Updated date to March 2026, added DeepSeek R1/V3, o3/o3-mini, Gemini 2.0 Pro models00-course-setup/README.mdβ Fixed script reference fromview_progress.pytoprogress_tracker.py
[1.0.0] - 2026-03-06ΒΆ
AddedΒΆ
Initial release of Zero to AI curriculum
Numbered learning modules spanning setup, foundations, core AI, production topics, and advanced subjects
900+ Jupyter notebooks across the repository
MASTER_STUDY_GUIDE.mdwith 3 learning tracks (AI Engineer, ML Engineer, Data Scientist)checklist.mdwith comprehensive progress tracking (790+ items)COMPARISON_MATRICES.mdwith decision guides for LLMs, vector DBs, embeddings, fine-tuning, deploymentREFERENCES.mdwith curated videos, repos, courses, papers, and communitiesSupport for multiple platforms: Colab, Kaggle, Replit, Codespaces, github.dev
Phase 24: Advanced Deep Learning (39 notebooks β GANs, VAEs, NeRF, Diffusion, BNNs)
Phase 25: Reinforcement Learning (6 notebooks β MDP, Q-Learning, TD Learning)
Phase 26: Time Series Analysis (6 notebooks β ARIMA, Prophet, Neural Forecasting)
Phase 27: Causal Inference (7 notebooks β DAGs, RCTs, Propensity Scores, DiD)
Phase 28: Practical Data Science (interview prep and hands-on practice)
Model landscape snapshot:
00-course-setup/2026_model_landscape.mdAI dev tools snapshot:
00-course-setup/ai_dev_tools_2026.md
Repository: zero-to-ai