python1001

Your definite path to master Python for data science

Everything you need to know in Python for data science

Jay Hui
4 min readNov 4, 2020

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A lot of people claim that they know Python, but actually, they may only know the Python packages instead of Python itself. In this series of posts, I am going to open the Python tutorial for data science without any prerequisite knowledge in programming. In this post, I will provide a learning roadmap for Python.

unsplash photo, uploaded by Chris Ried

Why do you need a Python learning roadmap?

Python is very broad and is a sophisticated programming language that you cannot know all the details for it. If you a beginner Python, you may wonder what will be the best learning path for it?

The following roadmap for learning Python provides a lot of useful material links. That is to say; you can follow this series of links to learn Python efficiently and systemically. So please save this post.

Section 1: Python programming foundation

Introduction

  1. How to install Python? (Installation on Anaconda)
  2. How to install python packages? (pip, Anaconda, GitHub)
  3. Understand the versions of python (No Python 2, please use

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Jay Hui

Data Scientist|Fintech|Machine Learning|AI|Deep learning|NLP| From Math to Data Science https://www.linkedin.com/in/jay-hui-187222120/