Comprehensive list of data science resources

Here we blended together the *best of the best* resources posted recently on DSC. It would be great to organize them by category, but for now they are organized by date. This is very useful…

A Complete Tutorial to learn Data Science in

This article on a complete tutorial to learn Data Science in R from scratch, was posted by Manish Saraswat. Manish who works in marketing and Data Science at Analytics Vidhya believes that…

Blog A Complete Tutorial to learn Data Science in 7 Likes Top 10 Machine Learning Algorithms Many articles have been written about the top machine learning algorithms: click here and here for instance. Most of them seem to define top as oldest, and thus most used, ignoring modern, efficient… Discussion Top 10 Machine Learning Algorithms 16 Likes Free Book: Deep Learning and Computer VisionBy Dan Howarth and Ajit Jaokar, October 2019. 58 pages. CNN stands for *Convolutional Neural Networks*. Part 1 will introduce the core concepts of Deep Learning. We will also start coding…

This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with…

Blog 40+ Modern Tutorials Covering All Aspects of 17 Likes A Guide for Applying Machine Learning TechniqDoes it sound familiar to you? In order to get an idea of how to choose a parameter for a given classifier, you have to cross reference to a number of papers or books,…

Blog A Guide for Applying Machine Learning Techniq 13 Likes Free 2,900-page Manual about PandasPandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.…

Blog Free 2,900-page Manual about Pandas 1 Like 40 Techniques Used by Data ScientistsThese techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vendor, or whether they design…

Blog 40 Techniques Used by Data Scientists 61 Likes 140 Machine Learning FormulasBy Rubens Zimbres. Rubens is a Data Scientist, PhD in Business Administration, developing Machine…

Blog 140 Machine Learning Formulas 23 Likes Machine Learning and Deep Learning Textbook -Another free book to learn Machine Learning. It also comes with a Youtube video series…

Blog Machine Learning and Deep Learning Textbook - 4 Likes Free Book: Classification and Regression In a*By Ajit Jaokar and Dan Howarth. With contributions from Ayse Mutlu.*

Exclusively for Data Science Central members, with free access. You can download this book (PDF) …

Blog Free Book: Classification and Regression In a 15 Likes One-page R: a survival guide to data science*This article comes from Togaware.…*

Here a list of resources, mostly in the form of tutorials, covering most important topics in data science: This resource is part of a series on specific topics related to data science:…

Blog Comprehensive Repository of Data Science and 23 Likes
A Practical Introduction to Data Science from

There are plenty of discussions about what data science …

Blog A Practical Introduction to Data Science from 10 Likes Deep Learning with TensorFlow in Python: ConvThe following problems appeared in the assignments in the **Udacity course Deep Learning (by Google)**. The descriptions of the problems are taken from the assignments (continued from…

All you need to know about machine learning, accessible using our data science search engine, covering hundreds of articles and tutorials:…

Blog Data Science and Machine Learning: Great List 6 Likes Raj Singh Member Raj Singh 1 Like- Juniper adds Mist AIOps to its 128 Technology-based SD-WAN
- 10 microservices patterns all architects should know
- IBM extends Call for Code for Racial Justice program
- citizen development
- How to manage third-party risk in the supply chain
- Gartner predicts data storytelling will dominate BI by 2025
- AWS Data Exchange and the third-party cloud data marketplace
- Overcome common IoT edge computing architecture issues

Posted 1 March 2021

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