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  • Basic concepts

  • python Programming language

    Object-orientated

    Tutorials, guide, events, news

    Python Software Foundation?

       

  • Basic concepts

    »

  • learnpython.org Tutorial

    short and effective exercises

    Facebook group

    DataCamp

    Ron Reiter   

  • »

  • PyCharm Edu IDE

    JetBrains, open source

       

  • Play around with

    »

  • Colaboratory Web application

    Jupyter notebook environment execute code, save and share analyses, from your browser

    Google

       

  • »

  • Project Jupyter IDE

    Community, documentation, blog

    Open Source

       

  • Level 2

    Learn more basics

  • python-kurs.eu Portal

    many advanced topics about Python, introduction to NumPy and matrix multiplication

    Bernd Klein   

  • Apply learned concepts

    »

  • NumPy Library

    Fundamental package for scientific computing, array and linear algebra functions

       

  • »

  • pandas Library

    data structures and data analysis tools

       

  • »

  • Natural Language Toolkit Software library

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Book, wiki, news

       

  • »

  • pip Package manager

    command line tool to manage shared Python code and libraries

       

  • Level 3

    Learn new concepts

    »

  • Introduction to Computer Science and Programming Using Python Lectures

    Important computer science concepts, computation, simple algorithms, testing and debuggin, introduction to algorithmic complexity, data structures

    MIT

    John Guttag Eric Grimson   Ana Bell

  • »

  • Data Wrangling with Python Guide

    basic Python syntax, data types, and language concepts, scrape websites and APIs, clean and format data to eliminate duplicates and errors in your datasets, standardize data and when to test and script data cleanu, explore and analyze your datasets with new Python libraries and techniques, automate entire data-wrangling process

    Exercises

    Jacqueline Kazil Katharine Jarmul  

  • »

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

    scikit-Learn, Keras, TensorFlow

    O'Reilly Media, Inc.

    Aurélien Géron   

  • Apply concepts with

    »

  • TensorFlow Framework

    Open-source, numerical computation

       

  • »

  • Anaconda Distribution Program

    The open-source?Anaconda Distribution?is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X

    Anaconda, Inc.

    Austin

       

  • »

  • Atom

    open source, IDE, Chromium, Node.js

    GitHub Inc.

       

  • Last Level

    Learn new concepts

    Apply your skills

    »

  • Keras Software Library

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

       

  • »

  • PyTorch Framework

    Torch, CUDA

    Facebook

       

  • »

  • pytest Framework

    testing tool that helps you write better programs, pip install -U pytest

       

  • Congratulations Now, choose a specialization:
  • Application

    Colaboratory Web application

    Jupyter notebook environment execute code, save and share analyses, from your browser

    Google

       


  • Education

    learnpython.org Tutorial

    short and effective exercises

    Facebook group

    DataCamp

    Ron Reiter   



  • Next level

  • Application

    Software

    Keras Software Library

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

       

    Neural Networks


  • Application

    Software

    Project Jupyter IDE

    Community, documentation, blog

    Open Source

       


  • Education

    Online Course

    python-kurs.eu Portal

    many advanced topics about Python, introduction to NumPy and matrix multiplication

    Bernd Klein   



  • Next level

  • Application

    Software

    NumPy Library

    Fundamental package for scientific computing, array and linear algebra functions

       


  • Application

    Software

    pandas Library

    data structures and data analysis tools

       

    Data Analysis


  • Application

    Software

    Natural Language Toolkit Software library

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Book, wiki, news

       

    Natural Language Processing



  • Next level

  • Education

    Online Course

    Introduction to Computer Science and Programming Using Python Lectures

    Important computer science concepts, computation, simple algorithms, testing and debuggin, introduction to algorithmic complexity, data structures

    MIT

    John Guttag Eric Grimson   Ana Bell

    Computer Programming


  • Application

    Software

    TensorFlow Framework

    Open-source, numerical computation

       

    Machine Learning


  • Application

    Tool

    pip Package manager

    command line tool to manage shared Python code and libraries

       



  • Next level

  • Application

    Software

    PyTorch Framework

    Torch, CUDA

    Facebook

       

    Machine Learning Neural Networks


  • Education

    Online Course

    PyCharm Edu IDE

    JetBrains, open source

       


  • Information

    Other

    python Programming language

    Object-orientated

    Tutorials, guide, events, news

    Python Software Foundation?

       



  • Next level

  • Application

    Software

    Austin

    Anaconda Distribution Program

    The open-source?Anaconda Distribution?is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X

    Anaconda, Inc.

       


  • Education

    Literature

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython Non-Fiction

    Wes McKinney?   


  • Application

    Tool

    pytest Framework

    testing tool that helps you write better programs, pip install -U pytest

       



  • Next level

  • Application

    Software

    Atom

    open source, IDE, Chromium, Node.js

    GitHub Inc.

       

    GO PHP


  • Education

    Literature

    Data Wrangling with Python Guide

    basic Python syntax, data types, and language concepts, scrape websites and APIs, clean and format data to eliminate duplicates and errors in your datasets, standardize data and when to test and script data cleanu, explore and analyze your datasets with new Python libraries and techniques, automate entire data-wrangling process

    Exercises

    Jacqueline Kazil Katharine Jarmul  

    Data Analysis


  • Education

    Literature

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

    scikit-Learn, Keras, TensorFlow

    O'Reilly Media, Inc.

    Aurélien Géron   


  • Colaboratory Web application

    Jupyter notebook environment execute code, save and share analyses, from your browser

  • learnpython.org Tutorial

    short and effective exercises

  • Tools
  • pip Package manager

    command line tool to manage shared Python code and libraries

    Upvote

  • pytest Framework

    testing tool that helps you write better programs, pip install -U pytest

    Upvote

  • Keras Software Library

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

    Upvote

  • Project Jupyter IDE

    Upvote

  • NumPy Library

    Fundamental package for scientific computing, array and linear algebra functions

    Upvote

  • pandas Library

    data structures and data analysis tools

    Upvote

  • Natural Language Toolkit Software library

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Upvote

  • TensorFlow Framework

    Open-source, numerical computation

    Upvote

  • PyTorch Framework

    Torch, CUDA

    Upvote

  • Austin Anaconda Distribution Program

    The open-source?Anaconda Distribution?is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X

    Upvote

  • Atom

    open source, IDE, Chromium, Node.js

    Upvote

  • python-kurs.eu Portal

    many advanced topics about Python, introduction to NumPy and matrix multiplication

    Upvote

  • Introduction to Computer Science and Programming Using Python Lectures

    Important computer science concepts, computation, simple algorithms, testing and debuggin, introduction to algorithmic complexity, data structures

    Upvote

  • PyCharm Edu IDE

    JetBrains, open source

    Upvote

  • Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython Non-Fiction

    Upvote

  • Data Wrangling with Python Guide

    basic Python syntax, data types, and language concepts, scrape websites and APIs, clean and format data to eliminate duplicates and errors in your datasets, standardize data and when to test and script data cleanu, explore and analyze your datasets with new Python libraries and techniques, automate entire data-wrangling process

    Upvote

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

    scikit-Learn, Keras, TensorFlow

    Upvote

  • python Programming language

    Object-orientated

    Upvote

  • Information
  • python Other

    Object-orientated

    Upvote

  • Application
  • Colaboratory

    Jupyter notebook environment execute code, save and share analyses, from your browser

    Upvote

  • Keras Podcast

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

    Upvote

  • Project Jupyter Podcast

    Upvote

  • NumPy Podcast

    Fundamental package for scientific computing, array and linear algebra functions

    Upvote

  • pandas Podcast

    data structures and data analysis tools

    Upvote

  • Natural Language Toolkit Podcast

    text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

    Upvote

  • TensorFlow Podcast

    Open-source, numerical computation

    Upvote

  • pip Tool

    command line tool to manage shared Python code and libraries

    Upvote

  • PyTorch Podcast

    Torch, CUDA

    Upvote

  • Austin Anaconda Distribution Podcast

    The open-source?Anaconda Distribution?is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X

    Upvote

  • pytest Tool

    testing tool that helps you write better programs, pip install -U pytest

    Upvote

  • Atom Podcast

    open source, IDE, Chromium, Node.js

    Upvote

  • Education
  • learnpython.org

    short and effective exercises

    Upvote

  • python-kurs.eu

    many advanced topics about Python, introduction to NumPy and matrix multiplication

    Upvote

  • Introduction to Computer Science and Programming Using Python

    Important computer science concepts, computation, simple algorithms, testing and debuggin, introduction to algorithmic complexity, data structures

    Upvote

  • PyCharm Edu

    JetBrains, open source

    Upvote

  • Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    Upvote

  • Data Wrangling with Python

    basic Python syntax, data types, and language concepts, scrape websites and APIs, clean and format data to eliminate duplicates and errors in your datasets, standardize data and when to test and script data cleanu, explore and analyze your datasets with new Python libraries and techniques, automate entire data-wrangling process

    Upvote

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

    scikit-Learn, Keras, TensorFlow

    Upvote