/MachineLearningJourney

Hard way to learn machine learning, Backup

Primary LanguageJupyter Notebook

README

Master Machine Learning the hard way of Anifac, just explore.

system environment

  • win 7
  • install Anaconda
  • Python 2.7.11

Journey

This is my machine learning portfolio of completed and presented my case studies.

  • neural-networks-and-deep-learning (part of neural network)
    • Using neural nets to recognize handwritten digits
    • How the backpropagation algorithm works
    • Improving the way neural networks learn
  • IPython minibook
    • c1
    • c2
    • c3
    • c4
  • data science in udacity
    • data analysis process
    • Numpy and Pandas for 1d Plot
    • Numpy and Pandas for 2d plot
    • Final Project
  • Projects
    • P1
    • P2
    • P3