Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

In TDs, Sklearn, MachineLearning, Supervised, Dec 18, 2020
Binary classification - Titanic Dataset - Quick example
Coding a Neuron with Numpy
Supervised Machine Learning

Go to all course practice sessions !

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Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

In TDs, Sklearn, MachineLearning, Supervised, Dec 18, 2020
Hands-on Supervised Learning with Sklearn - regression model examples

Binary classification - Titanic Dataset - Quick example

This is a classification scenario where you try to predict a categorical binary target y if the person survived (1) or not (0) from the Titanic.This example is really short and here j...

In TDs, Sklearn, MachineLearning, Supervised, Classification, Dec 18, 2020
Binary classification - Titanic Dataset - Quick example

Coding a Neuron with Numpy

Numpy arrays

In TDs, Deep Learning, Neural Network, Numpy, Keras, Nov 11, 2020
Coding a Neuron with Numpy

Supervised Machine Learning

Machine Learning is the field of study that gives computers the ability to learn without being explicitly programmed (if,if,if,else,if). — Arthur Samuel, 1959

In TDs, StatsEnVrac, Sep 25, 2020
Supervised Machine Learning

Some functional programming exercices

Some exercices following tutorial Introduction to functional programming to make you more comfortable with the concepts.

In TDs, Exercices, Python, Sep 14, 2020
Some functional programming exercices

Some Pandas exercices

Some exercices following tutorial Discover Pandas to make you more comfortable with the concepts.

In TDs, Exercices, Pandas, Python, Sep 14, 2020
Some Pandas exercices

Discover Pandas

Why Pandas ?

In TDs, Python, Sep 10, 2020
Discover Pandas

Webscrapping using Selenium

Selenium is an open-source automated testing suite for web apps. It was at first used to automate tests for web applications as it can emulate user interactions with browsers, althoug...

In TDs, Lecture, Selenium, Python, Sep 07, 2020
Webscrapping using Selenium

Some Python exercices

Some exercices following tutorial Beginning in Python to make you more comfortable with some object-oriented concepts in Python ;)

In TDs, Exercices, Python, Sep 01, 2020
Some Python exercices

Setting up a simple Flask app

Flask is a micro web framework written in Python, first released in 2010. It is lightweight (hence the “micro”), has more stars on GitHub that is “concurrent” Django — first released ...

In TDs, Flask, Python, Aug 29, 2020
Setting up a simple Flask app

Lectures order

  1. Install Python !
    In TDs, Python,
  2. Setting up a simple Flask app
    In TDs, Flask, Python,
  3. Beginning in Python
    In TDs,
  4. Discover Pandas
    In TDs, Python,
  5. Webscrapping using Selenium
    In TDs, Lecture, Selenium, Python,
  6. Supervised Machine Learning
    In TDs, StatsEnVrac,
  7. Hands-on Supervised Learning with Sklearn - regression model examples
    In TDs, Sklearn, MachineLearning, Supervised,
  8. Binary classification - Titanic Dataset - Quick example
    In TDs, Sklearn, MachineLearning, Supervised, Classification,
  9. Coding a Neuron with Numpy
    In TDs, Deep Learning, Neural Network, Numpy, Keras,