https://www.elementsofai.com/  - Elements of AI free online course!

https://williamkoehrsen.medium.com/random-forest-simple-explanation-377895a60d2d

Machine Learning Playground


Python String Methods

Python 3 Built-in Functions

Writing Comments in Python (Guide)

Python List/Array Methods

Python Tuple Methods

Python Set Methods

https://stackoverflow.com/questions/39983695/what-is-truthy-and-falsy-how-is-it-different-from-true-and-false

.


Getting started with conda

Getting your computer ready for machine learning: How, what and why you should use Anaconda, Miniconda and Conda

https://dev.mrdbourke.com/zero-to-mastery-ml/introduction-to-pandas/    A Quick Introduction to Data Analysis and Manipulation with Python and pandas

https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-pandas.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-numpy-video.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-numpy.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/numpy-exercises.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-matplotlib-video.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/matplotlib-exercises.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-scikit-learn-video.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-scikit-learn.ipynb
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/scikit-learn-what-were-covering.ipynb

https://scikit-learn.org/stable/user_guide.html

https://jakevdp.github.io/PythonDataScienceHandbook/03.00-introduction-to-pandas.html     Data Manipulation with Pandas


NumPy Documentation

https://jalammar.github.io/visual-numpy/  A Visual Intro to NumPy and Data Representation

 

https://jakevdp.github.io/PythonDataScienceHandbook/02.02-the-basics-of-numpy-arrays.html   The Basics of NumPy Arrays



https://numpy.org/doc/1.17/user/quickstart.html
https://matplotlib.org/3.1.1/contents.html

ZTM:
https://github.com/mrdbourke/zero-to-mastery-ml

https://zerotomastery.io/cheatsheets/pytorch-cheat-sheet/
https://zerotomastery.io/cheatsheets/tensorflow-cheat-sheet/
https://zerotomastery.io/cheatsheets/python-cheat-sheet/
https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-1-getting-ready-for-machine-learning/a-6-step-framework-for-approaching-machine-learning-projects.md

https://dev.mrdbourke.com/zero-to-mastery-ml/introduction-to-pandas/   A Quick Introduction to Data Analysis and Manipulation with Python and pandas

Množenje matrica - simulator/aktivnost online :  http://matrixmultiplication.xyz/

Standard Deviation and Variance: https://www.mathsisfun.com/data/standard-deviation.html

How to Multiply Matrices: https://www.mathsisfun.com/algebra/matrix-multiplying.html

RegexOne
Learn Regular Expressions with simple, interactive exercises.

https://regexone.com/

https://glot.io/new/python - run Python in the browser

https://replit.com/

https://www.anaconda.com/docs/getting-started/miniconda/main  -

https://repo.anaconda.com/miniconda/    -   Index of /miniconda

https://www.anaconda.com/docs/getting-started/miniconda/main

Jupyter Notebook Documentation

How to Use Jupyter Notebook: A Beginner’s Tutorial



Last modified: Wednesday, 4 June 2025, 9:37 AM