Machine Learning

  1. Beginners
    1. Your First Machine Learning Project in Python Step-By-Step
    2. Getting Started with TensorFlow: A Machine Learning Tutorial
    3. Machine Learning in a Year
    4. From being a total ml noob to start using it at work
    5. Every single Machine Learning course on the internet, ranked by your reviews
    6. Machine Learning 101 | Supervised, Unsupervised, Reinforcement & Beyond
    7. What is accuracy in Machine Learning?
    8. Performance measures in machine learning
  2. Algorithm Cheat Sheet
    1. Which machine learning algorithm to choose for my problem?
    2. How to choose a machine learning model in Python?
    3. Exploring Supervised Machine Learning Algorithms
    4. Machine Learning Algorithms: Which One to Choose for Your Problem
    5. How to choose algorithms for Microsoft Azure Machine Learning
    6. AUTO-SKLEARN
    7. ChaLearn Automatic Machine Learning Challenge (AutoML)
    8. PredicT-ML: a tool for automating machine learning model building with big clinical data
    9. A Review of Automatic Selection Methods for Machine Learning Algorithms and Hyperparameter Values
    10. How do you choose a machine learning algorithm?
    11. Automatic Feature Selection on Machine Learning Algorithms
    12. Feature Selection For Machine Learning in Python
    13. Automatic Feature Selection via Weighted Kernels and
      Regularization
    14. Machine Learning with Scikit-Learn – 43 – Automatic Feature Selection – 2
    15. Evaluate the Performance of Machine Learning Algorithms in Python using Resampling
    16. Metrics To Evaluate Machine Learning Algorithms in Python

 

  1. Blogs
    1. Cristi Vlad