📊 Master Data Science & ML

66 Ds Data Science

Learn Data Science for Free

From Python basics to machine learning - comprehensive resources, video tutorials, and hands-on projects to become a data scientist.

Data Science Roadmap

1️⃣ Python & Math

  • ✓ Python fundamentals
  • ✓ NumPy & Pandas
  • ✓ Statistics & Probability
  • ✓ Linear Algebra
  • ✓ Data visualization

2️⃣ Machine Learning

  • ✓ Supervised learning
  • ✓ Unsupervised learning
  • ✓ Scikit-learn
  • ✓ Model evaluation
  • ✓ Feature engineering

3️⃣ Deep Learning

  • ✓ Neural networks
  • ✓ TensorFlow / PyTorch
  • ✓ CNNs & RNNs
  • ✓ NLP basics
  • ✓ Model deployment

Video Tutorials

Python for Data Science

freeCodeCamp • 12 hours

Complete data science course with NumPy, Pandas, and Matplotlib.

Beginner

Neural Networks Explained

3Blue1Brown • Series

Visual explanation of neural networks and deep learning concepts.

Intermediate

Machine Learning Playlist

StatQuest with Josh Starmer • Full Playlist

Clear, visual explanations of complex Machine Learning algorithms.

Intermediate

Free Learning Platforms

📚 Kaggle Learn

Free micro-courses on Python, ML, and data visualization. Earn certificates.

Start Learning →

🎓 Coursera (Audit)

Andrew Ng's ML course and other data science courses. Audit for free.

Explore Courses

💻 Fast.ai

Practical deep learning for coders. Top-down learning approach.

Start Course

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