Free learning resources
Every resource curated across all roadmaps, in one searchable place. 58 shown.
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docs · 2595
article · 1099
course · 754
opensource · 445
video · 364
practice · 255
tool · 236
book · 172
docs
Streamlit Cloud deployment guide
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Dashboarding with Streamlit
docs
Scikit-learn User Guide
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning
docs
scikit-learn cross-validation documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM
docs
MLflow documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking
docs
PyTorch official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs
docs
Pandas official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
docs
Python Official Tutorial
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science
docs
Docker official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
docs
MLflow documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K
docs
Seaborn documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
docs
HuggingFace Transformers documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI
docs
FastAPI official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science
docs
LangChain documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG
docs
Weights and Biases documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
docs
Kubernetes documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K
docs
Ultralytics YOLO documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs
docs
NumPy linear algebra documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA
docs
UMAP documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Unsupervised Clustering
docs
Ten Minutes to Pandas official guide
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Pandas and Polars
docs
Streamlit caching guide
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Dashboarding with Streamlit
docs
SciPy stats documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing
docs
LightGBM documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM
docs
NumPy linear algebra documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations
docs
scikit-learn imputation documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Cleaning
docs
Git official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering
docs
Comet ML documentation as an alternative
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking
docs
Scikit-learn documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K
docs
Matplotlib documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
docs
PyTorch official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI
docs
Docker official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science
docs
HuggingFace Transformers documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG
docs
FastAPI official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
docs
FastAPI documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K
docs
scikit-learn PCA documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA
docs
scikit-learn clustering documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Unsupervised Clustering
docs
Polars official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Pandas and Polars
docs
HuggingFace Transformers vision models documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs
docs
Plotly documentation for interactive charts
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Dashboarding with Streamlit
docs
DVC data version control documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Git and Version Control
docs
XGBoost documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM
docs
Pandas official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Cleaning
docs
XGBoost documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning
docs
Weights and Biases documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking
docs
Power BI documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Analyst or BI Developer, $70K to $110K
docs
NumPy official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
docs
LangChain documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI
docs
PostgreSQL official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · SQL for Data Extraction
docs
MLflow documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
docs
Docker official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K
docs
Streamlit documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
docs
Docker multi-stage builds guide
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science
docs
Chroma vector database documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG
docs
Pandas official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Pandas and Polars
docs
PyTorch official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs
docs
Streamlit documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Dashboarding with Streamlit
docs
Git official documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Git and Version Control
docs
NumPy linear algebra documentation
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Vectors and Matrices
docs
Python Official Tutorial
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering