/jupyter-notebooks

Data Science - TensorFlow - ML & DL

Primary LanguageJupyter Notebook

Jupyter notebooks repository

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These notebooks will serve as my training ground to practice my knowledge of Deep Learning and Machine Learning and Data Science Frameworks

Tech

  • TensorFlow
  • Keras
  • NumPy
  • Pandas
  • Project Jupyter
  • Matplotlib
  • scikit-learn

Chapters

  1. TensorFlow Fundamentals
  2. TensorFlow Regression
  3. TensorFlow Classification
  4. TensorFlow Computer Vision
  5. Transfer Learning Part 1: Feature extraction
  6. Transfer Learning Part 2: Fine-tuning
  7. Transfer Learning Part 3: Scaling up
  8. Milestone Project 1: Food Vision 🍔👁, Template
  9. TensorFlow NLP Fundamentals
  10. Milestone Project 2: SkimLit 📄🔥
  11. TensorFlow Time Series Fundamentals & Milestone Project 3: BitPredict 💰📈