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 馃摉馃:

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聽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 馃槈

Related blog posts

More blog posts
Jak pracuj膮 Karotki? Global
March 2, 2021
Zapraszamy na testy laptopa MSI Prestige i dzie艅 z 偶ycia dyrektorki zarz膮dzaj膮cej 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
Czym jest ICFR i jak wp艂ywa na bezpiecze艅stwo proces贸w finansowych? Global
November 19, 2020
Opowiada Emilia Shamim, SAP Global Integration - ICFR Cockpit Service z ASTEK Polska
Read more

Sign up for our newsletter!