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Python

curated by Camillo

23 people already started

About this learning path

Python

Its language constructs and object-oriented approach aim to help programmers write clear, logical code for small and large-scale projects.

Python comes from the learning path of Computer programming . The path for Python first presents the basics concept to you and the various options to execute Python code. The power of the Python programming rises along with its libraries. Along the path many libraries are introduced that help to leverage your capabilities. Domains of applications of Python like data analysis or machine learning are integrated. You can freely choose between alternatives.

Python is particulary useful for Machine Learning & Data Visualization & Data Science .

Web resources
Start immediately and learn at your own pace.

Flexible schedule
Set and adhere to flexible deadlines.

Approx. 3 months to complete
Recommended 12 hours/week

Mostly English

Curator

Camillo Rohe curates
Python

This How it Works

You work from module to module. In each module you'll find resources containing:

1. Information

2. Educational content

3. Places to exchange infos

4. Applications, Tools

( 5. Entertaining content )

After studying a resource, you check it.

Learning Path

Module

1

 

python Programming language

»

learnpython.org Tutorial

»

PyCharm Edu IDE

»

Learn Python 3 Lessons

»

Colaboratory IDE

»

Project Jupyter IDE

»

Anaconda Distribution Program

Module

2

»

Python for Data Analysis Non-Fiction

»

python-kurs.eu Portal

»

Think Stats 2e Online Book

»

Pandas Tutorial (Data Analysis In Python) Tutotrial

»

Computer Science Online Course

»

Applied Plotting, Charting & Data Representation in Python Online Course

»

NumPy Library

»

pandas Library

»

Natural Language Toolkit Software library

»

pip Package manager

»

Matplotlib Library

»

Agate Library

Module

3

»

Introduction to Data Science in Python Online Course

»

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

»

Introduction to Computer Science and Programming Using Python Lectures

»

Python Data Science Handbook E-Book

»

Data Wrangling with Python Guide

»

Keras Software Library

»

PyTorch Framework

»

TensorFlow Framework

»

Chris Albon

»

Atom IDE

Module

4

 

Planet Python Portal

»

Papers With Code Plattform

»

pytest Framework

»

OpenFace Library