/Machine_Learning

python program of "the machine learning A-Z" course at Udemy

Primary LanguagePython

IA image

Machine Learning for data sciences

In following the course of Machine learning A-Z at Udemy, I have worked on machine learning for data sciences.

Table of content :
I. Data preprocessing

  • Classic data preprocessing
  • Natural Langage processing

II. Supervised learning : the training data is labeled with the correct answers

  • Regression (finished)
  • Classification (finished)

III. Unsupervised learning

  • Clustering
  • Dimension reduction

IV. Deep learning

  • Artificial Neural Networks
  • Convolutional Neural Networks

Each time, the course furnished a dataset with a problem to analyze.

Objectives

  • Understand and analyze different algorithms
  • Implement them in python

More

This lesson is only used as a guide. There are often some sidetracks about subjects i want study deeper.