What is book1_python-for-beginners?

visualize-ml/book1_python-for-beginners — explained in plain English

Analysis updated 2026-06-24

★ 6,939Jupyter NotebookAudience · generalComplexity · 1/5Setup · easy

Mindmap

mindmap
  root((Python Beginners Book))
    What it does
      Teaches Python basics
      Interactive notebooks
      Chinese language
    Topics covered
      Basic arithmetic
      Programming fundamentals
      Data concepts
      Intro to ML
    Format
      Jupyter Notebooks
      Runnable code examples
    Series
      Statistics book
      Math fundamentals
      Matrix algebra

mindmap root((Python Beginners Book)) What it does Teaches Python basics Interactive notebooks Chinese language Topics covered Basic arithmetic Programming fundamentals Data concepts Intro to ML Format Jupyter Notebooks Runnable code examples Series Statistics book Math fundamentals Matrix algebra

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What do people build with it?

USE CASE 1

Work through the interactive notebooks to learn Python programming from scratch, running code examples as you read.

USE CASE 2

Use the notebooks as a teaching resource for a beginner Python or data science course in a Chinese-speaking context.

USE CASE 3

Follow the progression from basic arithmetic to machine learning as a structured self-study curriculum.

What is it built with?

PythonJupyter Notebook

How does it compare?

	visualize-ml/book1_python-for-beginners	answerdotai/fasthtml	ai4finance-foundation/finrobot
Stars	6,939	6,932	6,949
Language	Jupyter Notebook	Jupyter Notebook	Jupyter Notebook
Setup difficulty	easy	easy	moderate
Complexity	1/5	2/5	3/5
Audience	general	developer	data

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

Requires a Python environment with Jupyter installed to run the notebooks interactively.

Open source educational resource, free to read and use.

So what is it?

This repository contains the materials for a beginner Python programming book titled "Coding Is Not Hard" (Chinese: Book 1). Based on the repository name and description, the book takes readers from basic arithmetic operations all the way through to an introduction to machine learning, using Python as the teaching language. The content is delivered as Jupyter Notebooks, which are interactive documents that mix written explanations with runnable code. A reader can open these notebooks, read the text, and run each code block directly to see the output. This format is common for learning data-related programming because it lets you experiment step by step rather than reading a static textbook. The repository is part of a broader series from the Visualize-ML organization, which also publishes books on statistics, mathematics fundamentals, and matrix algebra. The README itself is sparse, containing mainly links to discounted purchase pages for companion books in the series (hosted on Zhihu, a Chinese knowledge platform) and a note that readers who spot errors may receive a free copy as thanks. This is an open-source educational resource. The README is written in Chinese and provides very little additional detail about the book's contents beyond what the title conveys.

Copy-paste prompts

Prompt 1

I'm learning Python as a complete beginner using the visualize-ml book1 notebooks. Explain what a Jupyter Notebook cell is and how to run code in it.

Prompt 2

Walk me through the first steps of the visualize-ml Python beginner book, what topics does it cover and in what order?

Prompt 3

I'm at the machine learning introduction section of this Python beginner book. Explain what a model is in simple terms and give me a small example I can run in a Jupyter cell.

Prompt 4

I want to practice Python basics from the visualize-ml book. Give me 5 beginner exercises covering variables, loops, and simple math that I can run in a notebook.

Frequently asked questions