The Data Science Revolution Has Begun.
โก Electrifying collaboration. ๐ Explosive exploration. ๐ค Fearless innovation.
CLUSTER is not just a data science club.
It's a movementโa galaxy where statistics meets storytelling, models meet madness, and code meets creativity.
We don't follow the dataโwe launch into it.
| ๐ Pillar | ๐ฅ Description |
|---|---|
| ๐ค Collaboration | Hackathons, challenges, and collective brainwavesโbecause data loves company. |
| ๐ Data Exploration | From cleaning to compelling storytellingโwe find gold in the noise. |
| ๐ง Learning Labs | Learn by doing: workshops, demos, and deep-dives with the best in the biz. |
| ๐ Innovation | Tools, models, visualizationsโyou bring the chaos, we create impact. |
Where ideas detonate into solutions:
- ๐ Data Discovery Diaries โ Exploratory adventures through complex datasets
- ๐ค ML Missions โ Build and deploy real-world AI models
- ๐ Open-Source Lab โ Create, share, and collaborate
- ๐งฉ Cluster Quests โ Monthly themed data battles with glory & badges
- ๐ Viz Vortex โ Data meets design in beautiful dashboards
๐ Check out our Repositories ยป
| Category | Tools |
|---|---|
| ๐ Core Languages | ๐ ๐ ๐พ โก โ๏ธ Python, R, SQL, Julia, Scala |
| ๐ Libraries & ML | ๐ฆ ๐ง ๐ ๐ ๐ค ๐งฌ pandas, NumPy, scikit-learn, matplotlib, seaborn, Plotly, XGBoost, LightGBM, TensorFlow, PyTorch, Keras |
| ๐ Visualization | ๐ ๐ Power BI, Tableau, Looker, Superset, Dash, Bokeh |
| ๐ง AI & LLMs | ๐ง ๐ฃ๏ธ ๐ฌ ๐ฆ Transformers (HuggingFace), OpenAI, LangChain, LlamaIndex, BERT, GPT, T5, Claude, Cohere, LLaMA |
| โ๏ธ MLOps & Deployment | ๐ณ ๐ข โ๏ธ ๐งช ๐งฐ Docker, Kubernetes, Flask, FastAPI, Streamlit, Gradio, BentoML, MLflow, DVC, Weights & Biases |
| ๐ง Engineering & ETL | ๐ฅ ๐จ ๐งฌ ๐ Apache Spark, Kafka, Airflow, dbt, Delta Lake, Snowflake, Airbyte, Fivetran |
| ๐พ Storage & DBs | ๐๏ธ โ๏ธ ๐ง PostgreSQL, MySQL, MongoDB, SQLite, Redis, BigQuery, Redshift |
| โ๏ธ Cloud Platforms | ๐ฉ๏ธ ๐ง ๐งฎ AWS (S3, EC2, SageMaker), GCP (BigQuery, Vertex AI), Azure ML, Databricks, Kaggle, Hugging Face, Google Colab |
| ๐ Tracking & CI/CD | ๐ ๐งช โ๏ธ MLflow, W&B, GitHub Actions, GitLab CI/CD, Jenkins |
| ๐ Data Formats | ๐งพ ๐ฆ ๐ Parquet, Avro, ORC, JSON, YAML, Feather, Protobuf |
We welcome your magic ๐ช
- Fork the repo
- Clone your forked repo
- Create your feature branch (
git checkout -b amazing-feature) - Commit your changes (
git commit -m 'add amazing feature') - Push to the branch (
git push origin amazing-feature) - Open a Pull Request ๐
- Improve docs or visuals
- Add new datasets or models
- Submit tools, dashboards, or experiments
- Help triage issues or onboard new members
We are:
- ๐ Inclusive
- ๐ฌ Open to all ideas
- ๐ซ Zero tolerance for hate, toxicity, or harassment
Read our full Code of Conduct for more.
We believe learning is a journey, not a lecture.
Whether you're a beginner or a Kaggle Grandmaster, there's space for you in CLUSTER.
We grow together, celebrate each otherโs wins, and learn through joyful chaos. โจ
- ๐ Website: CLUSTER-DS-CLUB
- ๐ผ LinkedIn: CLUSTER
- ๐ง Email: [email protected]
๐ "Prepare for the unexpected. Embrace the energy. Become part of the legacy."
โ The CLUSTER Manifesto
โญ Star us โข ๐ด Fork us โข ๐ข Share us โข ๐ฅ Join the mission!
