🗣️ Languages & Runtimes
10 guides- JavaScript v2→ also: v1 · v0
- TypeScript v2→ also: v1 · v0
- Node.js v1→ also: v0
- Deno v1→ also: v0
- Bun v1→ also: v0
- Go v2→ also: v1 · v0
- Java 21 v2→ also: v1 · v0
- Java 25→
- Python v2→ also: v1 · v0
- Python 3.14 v6→ also: v5 · v4 · v3 · v2 · v0
🐍 Python Tooling
13 guides- pip v1→ also: v0
- uv v1→ also: v0
- Poetry v1→ also: v0
- conda v1→ also: v0
- Ruff→
- mypy→
- tox v1→ also: v0
- pytest v1→ also: v0
- coverage.py→
- Hypothesis→
- Jupyter→
- Python CLI utils→
- Python automation→
🚀 Web & Backend
16 guides- FastAPI v1→ also: v0
- Flask v1→ also: v0
- Flask extensions→
- Django v1→ also: v0
- Litestar→
- Pydantic v2→ also: v1 · v0
- Requests v1→ also: v0
- HTTPX v1→ also: v0
- aiohttp v1→ also: v0
- Celery→
- Streamlit v1→ also: v0
- Gradio→
- Python web servers (Uvicorn + Gunicorn)→
- Scrapy→
- Playwright→
- Tailwind CSS v1→ also: v0
🗄️ Databases & Drivers
17 guides- PostgreSQL v1→ also: v0
- PostgreSQL + PostGIS (extended) v5→ also: v4 · v3 · v2 · v1
- PostgreSQL IDRM extensions v1→ also: v0
- MySQL v3→ also: v2 · v0
- MongoDB v2→ also: v1 · v0
- PyMongo→
- Redis v2→ also: v1 · v0
- Cassandra v1→ also: v0
- sqlite3→
- SQLAlchemy v1→ also: v0
- Alembic→
- SQLModel→
- Elasticsearch→
- ClickHouse Connect→
- BigQuery→
- Python DB drivers (asyncpg + PyMySQL)→
- psycopg→
🔗 Data Engineering
12 guides- PySpark v2→ also: v1 · v0
- PyFlink→
- Dask v1→ also: v0
- Dask Distributed v1→ also: v0
- DuckDB→
- PyArrow v1→ also: v0
- Modin→
- dbt v1→ also: v0
- Apache Airflow 3 v1→ also: v0
- Prefect v1→ also: v0
- Dagster v1→ also: v0
- Databricks SDK v1→ also: v0
☁️ Cloud, DevOps & Security
11 guides- AWS v1→ also: v0
- AWS CLI + Docker + ECR v1→ also: v0
- SageMaker v3→ also: v2
- boto3 (S3) v2→ also: v1 · v0
- Docker v1→ also: v0
- Docker Compose v1→ also: v0
- Docker Swarm v1→ also: v0
- Dockerfile v1→ also: v0
- Git v1→ also: v0
- GitHub Actions v1→ also: v0
- Bandit→
🔢 Numeric & DataFrames
6 guides- NumPy v2→ also: v1 · v0
- pandas v2→ also: v1 · v0
- Polars v2→ also: v1 · v0
- SciPy v1→ also: v0
- SymPy v1→ also: v0
- statsmodels v1→ also: v0
📊 Visualization
15 guides- Matplotlib v1→ also: v0
- seaborn v1→ also: v0
- Plotly v1→ also: v0
- Bokeh v1→ also: v0
- Altair v1→ also: v0
- Dash v1→ also: v0
- HoloViews→
- Datashader→
- NetworkX v1→ also: v0
- Graphviz v1→ also: v0
- WordCloud v1→ also: v0
- JoyPy v1→ also: v0
- PyWaffle v1→ also: v0
- Squarify v1→ also: v0
- PyVista→
🤖 Classic ML
11 guides- scikit-learn v2→ also: v1 · v0
- XGBoost v3→ also: v2 · v1 · v0
- LightGBM v2→ also: v1 · v0
- CatBoost v3→ also: v2 · v0
- H2O→
- cuML→
- imbalanced-learn v1→ also: v0
- category_encoders v1→ also: v0
- mlxtend v1→ also: v0
- PyCaret→
- Featuretools→
🧠 Deep Learning
10 guides- PyTorch v2→ also: v1 · v0
- PyTorch Lightning→
- TensorFlow v2→ also: v1 · v0
- Keras v2→ also: v1 · v0
- JAX→
- Flax→
- Accelerate→
- Transformers→
- timm→
- fastai→
💬 NLP
9 guides- spaCy v1→ also: v0
- NLTK v1→ also: v0
- Gensim v1→ also: v0
- Stanza→
- Flair→
- Tokenizers→
- Sentence Transformers→
- TextBlob→
- NLP text preprocessing→
👁️ Computer Vision
8 guides⏱️ Time Series & Forecasting
7 guides🦙 LLM & GenAI
10 guides📦 MLOps & Experiment Tracking
8 guides- MLflow v3→ also: v2 · v1 · v0
- Weights & Biases v2→ also: v1 · v0
- TensorBoard v1→ also: v0
- DVC→
- Optuna v1→ also: v0
- Ray Tune v1→ also: v0
- Hyperopt v1→ also: v0
- Evidently v1→ also: v0
🔎 Explainability, Recsys & Clustering
10 guides- SHAP v1→ also: v0
- LIME v1→ also: v0
- ELI5 v1→ also: v0
- InterpretML v1→ also: v0
- Shapash v1→ also: v0
- scikit-surprise v1→ also: v0
- cmfrec v1→ also: v0
- UMAP v1→ also: v0
- openTSNE v1→ also: v0
- HDBSCAN v1→ also: v0
🗃️ Data IO, Utils & Finance
21 guides- openpyxl v1→ also: v0
- xlrd v1→ also: v0
- XlsxWriter→
- PyTables→
- fastparquet→
- h5py v1→ also: v0
- Faker v1→ also: v0
- Beautiful Soup v2→ also: v1 · v0
- Dynaconf v1→ also: v0
- Datasets→
- joblib→
- Data archival & compression v1→ also: v0
- CUDA Python→
- Numba v1→ also: v0
- PaddlePaddle→
- Pingouin→
- PyBullet→
- ace_tools_open→
- yfinance v1→ also: v0
- nsepython v1→ also: v0
- nselib v1→ also: v0