fbpx
September 18, 2019

Free online materials to learn Machine Learning and Data Science

Eliza by

We know that many of you are interested in Machine Learning and Data Science and you are constantly looking for freely available free learning materials. That’s why we have prepared for you a list of useful online courses and materials 📖🥕:

Required tools to begin with:


Python ( Python 3 is the best option)
IPython and Jupyter Notebook (Jupyter Notebook)
Libraries for calculations: NumPy, Pandas, Scikit-Learn, Matplotlib.

You can install Python 3 and all the necessary packages in a few clicks using the Anaconda Python. Anaconda is a quite popular tool among machine learning engineers.

It’s okay if you have Python 2.7 installed. Upgrading to Python 3 is not necessary. Instead of Anaconda, you can use pip.

Online courses:

Machine Learning

Sztuczna Inteligencja

Data Analysis

Programming

Other useful materials:

  1. Data Science self-study material: http://learnds.com/
  2. Collection of notes “Practical data science in Python”: https://radimrehurek.com/data_science_python/
  3. Video “Introduction to machine learning with scikit-learn” by Kevin Markham: http://blog.kaggle.com/2015/04/08/new-video-series-introduction-to-machine-learning-with-scikit-learn/
  4. Book “The Elements of Statistical Learning” by Professor Pedro Domingos from the University of Washington: https://web.stanford.edu/~hastie/ElemStatLearn//

Enjoy learning 😉

Related blog posts

More blog posts
Role Model Expert: Anna Kaniewska Global
March 8, 2021
On developing her career in IT as Management Consulting Manager in Industry X, Accenture.
Read more
Jak pracują Karotki? Global
March 2, 2021
Zapraszamy na testy laptopa MSI Prestige i dzień z życia dyrektorki zarządzającej GGC!
Read more
Role Model: Customer Advisor, Forensic & Compliance Team Global
November 27, 2020
Interview with Agnieszka Piechocka, Customer Advisor, Forensic & Compliance Team at SAS Institute
Read more

Sign up for our newsletter!