dive-into-machine-learning /
dive-into-machine-learning
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
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iArunava / repository
Jupyter NoteBooks to get you boosted with the basics of python with hands-on-practice.
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This is TheNoTheoryGuide to Python.
The guide is built using jupyter notebook. Thus, one can just clone the repo and start practising right away.
The guide starts from the very basics of Python and moves into the advanced topics.
Basics | [View on Github] | [Collab NoteBook]
Conditionals | [View on Github] | [Collab NoteBook]
Loops | [View on Github] | [Collab NoteBook]
Strings | [View on Github] | [Collab NoteBook]
Lists | [View on Github] | [Collab NoteBook]
Tuples | [View on Github] | [Collab NoteBook]
Dictionaries | [View on Github] | [Collab NoteBook]
Functions | [View on Github] | [Collab NoteBook]
Classes | [View on Github] | [Collab NoteBook]
Files | [View on Github] | [Collab NoteBook]
Exceptions | [View on Github] | [Collab NoteBook]
Importing Datasets | [View on Github] | [Collab NoteBook]

Use this guide along side a book if you are not already familiar with concepts of Python or basics of Programming.
If you are revising the concepts of Python, then you can just clone the repo and get started with it in no second.
If you have Python3 installed
python3 -m pip install --upgrade pip
python3 -m pip install jupyter
If you have Python2 installed
python -m pip install --upgrade pip
python -m pip install jupyter
git clone https://github.com/iArunava/Python-TheNoTheoryGuide.git
cd Python-TheNoTheoryGuide/
jupyter notebook

The project is distributed under the MIT License.
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