Categories

Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

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...

Coding a Neuron with Numpy

Numpy arrays

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

Some functional programming exercices

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

Some Pandas exercices

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

Discover Pandas

Why 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...

Some Python exercices

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

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 ...

A note on execution model

Beginning in Python

1st course will mainly focus on how to approach Python for the first time. For that we will use Jupyter module.

Install Python !

This tutorial helps newcomers to install Python properly and manage different Python versions, especially for Mac users having a system 2.7 Python installed already.

Introduction to functional programming

Go to all course practice sessions !

Github is a web-hosting platform and software development management service using Git versionning system. This site is developed using Ruby on Rails and contains as of today 50 milli...

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...

A note on execution model

Introduction to functional programming

Some functional programming exercices

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

Some Pandas exercices

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

Discover Pandas

Why 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...

Some Python exercices

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

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 ...

A note on execution model

Install Python !

This tutorial helps newcomers to install Python properly and manage different Python versions, especially for Mac users having a system 2.7 Python installed already.

Introduction to functional programming

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 ...

Some functional programming exercices

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

Some Pandas exercices

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

Some Python exercices

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

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...

Some Pandas exercices

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

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

Coding a Neuron with Numpy

Numpy arrays

Coding a Neuron with Numpy

Numpy arrays

Coding a Neuron with Numpy

Numpy arrays

Coding a Neuron with Numpy

Numpy arrays

Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

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...

Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

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...

Hands-on Supervised Learning with Sklearn - regression model examples

Some regressions on some data

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...

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...