Tag: free
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Elements of Data Science – A free Jupyter Notebook Textbook
Elements of Data Science by Allen Downey is a freely available textbook. It consists of Jupyter Notebooks on Google Colab, so you can view and edit code if you want. This could be a great way to begin your data science and programming journey.
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Women in Data Science 2020 Livestream
Data Science 101 is honored to present the Global Women in Data Science 2020 livestream. This is the fifth annual global conference which features “outstanding women doing outstanding data science work in academia, industry, government, and non-profits.” The livestream is free and it begins March 2, 2020 at 9am PST. The livestream will be available…
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Free Data Strategy Email Course
Sorry, as of June 2020, this course is no longer available. Are you an organization new to data science? Trying to implement the latest methods in Artificial Intelligence might not be the best way to start. It is better to start with a plan. Identify where you are and where you want to be. I…
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Free Probability Textbook
Introduction to Probability by Joseph Blitzstein and Jessica Hwang is available as a free PDF on Google Docs. The book contains: Distributions Random Variables Markov Chains Monte Carlo All the background Math Code Examples in R and lots more….
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Foundations of Data Science – Free Book
Avrim Blum, John Hopcroft, and Ravindran Kannan wrote the book, Foundations of Data Science (PDF download). It is free and available for download
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Free Data Science University Course Notes
University can be a great way to learn data science. However, many universities are very expensive, difficult to get admitted, or not geographically feasible. Luckily, a few of them are willing to share data science, machine learning and deep learning materials online for everyone. Here is just I small list I have come across lately.…
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Free Online Data Science Books
free online data science books as of early 2019
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Computational and Inferential Thinking Online Book
The textbook for the UC Berkeley Data Science course is available for free online at Computational and Inferential Thinking. It is an online textbook and appears to be created as a collection of Jupyter notebooks. Here are some of the topics covered: An Intro to Python for Data Science Basic Plotting Estimation Regression Classification and much more…
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Free Machine Learning Textbook
Christopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.
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Amazon Launches Machine Learning University
Amazon has launched an internal
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Free Reinforcement Learning Textbook
Reinforcement Learning: An Introduction by Rich Sutton and Andrew Barto was recently released on October 15, 2018. A free version is available online.
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Data Science in 30 Minutes with Jake Porway of DataKind
This month, The Data Incubator is hosting another free webinar on data science. This time it features an interview with Jake Porway, founder of DataKind. Jake and DataKind are doing amazing things, so I hope you can check out the webinar. Below are the webinar details: Data Science in 30 Minutes: Using Data Science in…