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Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data

2017-10-20 becominghuman.ai 4,646 ai machinelearning cheatsheets BigData DataScience RStats Bi cheatsheet fintech numpy tensorflow dataviz Javascript IOT Pytorch

Over the past few months, I have been collecting AI cheat sheets. From time to time I share them with friends and colleagues and recently I have been getting asked a lot, so I decided to organize and…
Springer has released 65 Machine Learning and Data books for free

2020-04-26 towardsdatascience.com 3,033 MachineLearning BigData DataScience RStats 100DaysofCode

Springer has released hundreds of free books on a wide range of topics to the general public. The list, which includes 408 books in total, covers a wide range of scientific and technological topics…
Interpretable Machine Learning

2017-12-04 christophm.github.io 2,105 MachineLearning rstats

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners on how to make machine learning decisions more interpretable.
24 Best (and Free) Books To Understand Machine Learning

2020-03-20 www.kdnuggets.com 1,354 rstats 100DaysofCode

We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.
Can Everyone Be A Data Person?

2019-02-19 www.linkedin.com 638 ml MachineLearning rstats CyberSecurity JavaScript

With all the focus on emerging technologies and data science, there are an increasing number of leadership gurus encouraging leaders to focus on and use data more effectively. On its face, this seems like a noble goal.
10 Free Must-read Books on AI

2019-11-05 www.kdnuggets.com 531 bigdata datascience MachineLearning rstats

Artificial Intelligence continues to fill the media headlines while scientists and engineers rapidly expand its capabilities and applications. With such explosive growth in the field, there is a great deal to learn. Dive into these 10 free books that are must-reads to support your AI study and work.
20 Free Online Books to Learn R and Data Science - Python and R Tips

2020-04-16 cmdlinetips.com 348 Rstats

If you are interested in learning Data Science with R, but not interested in spending money on books, you are definitely in a very good space. There are a number of fantastic R/Data Science books and resources available online for free from top most creators and scientists. Here are such 13 free 20 free (so …
R for Data Science

2019-07-12 r4ds.had.co.nz 345 rstats Tidyverse

This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doi[...]
Hands-on Machine Learning with R

2019-05-09 bradleyboehmke.github.io 229 rstats

A Machine Learning Algorithmic Deep Dive Using R.
Data Science And Machine Learning. With Java?

2020-04-30 www.finextra.com 162 IoT RStats

In this blog, I outline briefly: - Common Applications of Data Science - Definitions: Mach...
GitHub - jphall663/awesome-machine-learning-interpretability: A curated list of awesome machine learning interpretability resources.

2018-06-26 github.com 145 rstats

GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
Big Book of R

2020-11-23 www.bigbookofr.com 137 Rstats

Big Book of R
Autonomous Driving Dataset Visualization with Python and VizViewer

2020-11-17 towardsdatascience.com 131 rstats

As part of a recently published paper and Kaggle competition, Lyft has made public a dataset for building autonomous driving path prediction algorithms. The dataset includes a semantic map, ego…
Machine Learning with R: A Complete Guide to Decision Trees

2021-02-10 www.r-bloggers.com 108 rstats

Decision Trees with R Decision trees are among the most fundamental algorithms in supervised machine learning, used to handle both regression and classification tasks. In a nutshell, you can think of it as a glorified collection of if-else statements, but more on that later. Interested in more basic machine learning ...
Deep Learning with R and Keras: Build a Handwritten Digit Classifier in 10 Minutes

2021-02-25 www.r-bloggers.com 57 rstats

Deep Learning in R – MNIST Classifier with Keras In a day and age where everyone seems to know how to solve at least basic deep learning tasks with Python, one question arises: How does R fit into the whole deep learning picture? You don’t need deep learning algorithms to ...
Machine Learning with R: A Complete Guide to Linear Regression - Appsilon

2020-12-24 appsilon.com 55 rstats MachineLearning

Learn your first machine learning algorithm - linear regression. Master the concepts and implement simple and multiple linear regression models in R programming language.