Dante's Knowledge Base
A collection of guides and tutorials by Dante.
Project maintained by brodante
Hosted on GitHub Pages — Theme by mattgraham
Data Science & ML 📊🤖
Resources for data analysis, machine learning, and AI development.
🔍 Filter by:
1. Python Data Science 📊
- NumPy - NumPy
- Numerical computing library.
- Free Tags: #python #data-science #numerical
- Pandas - Pandas
- Data manipulation library.
- Free Tags: #python #data-science #analysis
- Matplotlib - Matplotlib
- Data visualization library.
- Free Tags: #python #visualization #plotting
- Seaborn - Seaborn
- Statistical visualization.
- Free Tags: #python #visualization #statistics
- Jupyter - Jupyter
- Interactive notebooks.
- Free Tags: #python #notebooks #interactive
- SciPy - SciPy
- Scientific computing tools.
- Free Tags: #python #scientific #computing
2. Machine Learning 🤖
- Scikit-learn - Scikit-learn
- ML library for Python.
- Free Tags: #python #machine-learning #ml
- TensorFlow - TensorFlow
- Google’s ML framework.
- Free Tags: #machine-learning #deep-learning #google
- PyTorch - PyTorch
- Facebook’s ML framework.
- Free Tags: #machine-learning #deep-learning #facebook
- Keras - Keras
- High-level neural networks API.
- Free Tags: #machine-learning #deep-learning #neural-networks
- Hugging Face - Hugging Face
- NLP and ML models.
- Freemium Tags: #nlp #transformers #models
- XGBoost - XGBoost
- Gradient boosting library.
- Free Tags: #machine-learning #boosting #algorithms
3. Data Visualization 📈
- Plotly - Plotly
- Interactive visualizations.
- Free Tags: #python #visualization #interactive
- Bokeh - Bokeh
- Interactive data visualizations.
- Free Tags: #python #visualization #web
- D3.js - D3.js
- Data-driven documents.
- Free Tags: #javascript #visualization #web
- Tableau Public - Tableau
- Free data visualization.
- Free Tags: #visualization #dashboard #analytics
4. Notebooks & IDEs 📓
- Google Colab - Colab
- Free Jupyter notebooks.
- Free Tags: #notebooks #cloud #gpu
- Kaggle - Kaggle
- Data science community.
- Free Tags: #datasets #competitions #community
- JupyterLab - JupyterLab
- Next-gen Jupyter interface.
- Free Tags: #notebooks #ide #interactive
- VS Code - VS Code
- Code editor with ML extensions.
- Free Tags: #ide #editor #extensions
5. Datasets & Resources 📁
- Kaggle Datasets - Kaggle Datasets
- Free datasets for ML.
- Free Tags: #datasets #machine-learning #data
- UCI ML Repository - UCI
- Machine learning repository.
- Free Tags: #datasets #machine-learning #research
- Hugging Face Datasets - Datasets
- ML datasets hub.
- Free Tags: #datasets #nlp #transformers
- Google Dataset Search - Dataset Search
- Search for datasets.
- Free Tags: #datasets #search #google
Unlock insights from data! 🔍