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Vincent Granville's Blog (613)

Data Science and Machine Learning Without Mathematics

There is a set of techniques covering all aspects of machine learning (the statistical engine behind data science) that does not use any mathematics or statistical theory beyond high school level. So when you hear that some serious mathematical knowledge is required to become a data scientist, this should be taken with a grain of salt.…

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Added by Vincent Granville on June 26, 2017 at 4:54pm — No Comments

Great Saturday Reading

Here is our list of featured articles and resources posted over the last few days:

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Added by Vincent Granville on June 24, 2017 at 10:55am — No Comments

100 Free Tutorials for learning R

Here is our selection of featured articles and resources posted in the last few days.

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Added by Vincent Granville on June 17, 2017 at 11:59am — No Comments

Great Sunday Reading and Upcoming DSC Webinars

Great Saturday reading: our selection of articles and resources featured today:

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Added by Vincent Granville on June 10, 2017 at 12:30pm — No Comments

Great Saturday Reading

Here is our selection of featured articles and resources recently posted.

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Added by Vincent Granville on June 3, 2017 at 12:33pm — No Comments

Great Saturday Reading

Here is our selection of new articles and resources for today:

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Added by Vincent Granville on May 27, 2017 at 2:06pm — No Comments

Learn Python for Data Science from Scratch

This tutorial is full of useful links, references, and comments. It is organized as follows:

Content

Why Python?

Step 1: Learning the basics

  • Books

Step 2: Basic stats and maths

Step 3: Python for data analysis

  • Jupyter notebook
  • Numpy
  • Pandas
  • Matplotlib
  • Seaborn

Step 4: Machine learning

  • Courses…

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Added by Vincent Granville on May 19, 2017 at 11:00am — No Comments

Great Saturday Reading

Here is our selection of articles and resources posted today:

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Added by Vincent Granville on May 13, 2017 at 12:12pm — No Comments

Great Saturday Reading

Here is our new selection of featured articles and resources published recently: 

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Added by Vincent Granville on May 6, 2017 at 10:30am — No Comments

12 Interesting Reads for Math Geeks

Many data scientists have a passion for mathematics, and many modern math problems can be explored using data science. Below is a selection of interesting articles, many about challenging, deep mathematical problems, by a data scientist who developed math-free algorithms. Some of these articles cover statistical theory and thus belong to data science,…

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Added by Vincent Granville on May 3, 2017 at 11:30am — No Comments

16 Data Science Repositories

Each one is a repository in its own, and they cover topics such as time series, regression, outliers, clustering, correlation, Hadoop, deep learning, Python, IoT, data sets, cheat sheets, infographics, and more (AI coming soon.) 

Each one features a number of popular articles and resources.

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Added by Vincent Granville on May 3, 2017 at 10:00am — No Comments

Deep Learning Cheat Sheet (using Python Libraries)

We added one new cheat sheet to our list of data science cheat sheets:

Previous entries include:

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Added by Vincent Granville on April 28, 2017 at 3:07pm — No Comments

8 New Articles and Resources Featured Today

Covering deep learning, AI, data science and dataviz:

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Added by Vincent Granville on April 26, 2017 at 5:30pm — No Comments

The Alphabet of Data Science

The alphabet of data science...

  • Artificial Intelligence:: AI is the capability of a machine to imitate intelligent human behavior. BMW, Tesla, Google are using AI for self-driving cars. AI should be used to solve real world tough problems like climate modeling to disease analysis and betterment of humanity.
  • Boosting and Bagging: it is the technique used to generate more accurate models by ensembling multiple models together
  • Crisp-DM: is the cross industry…
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Added by Vincent Granville on April 21, 2017 at 3:30pm — No Comments

50 Important Things You Need to Know About Data Science

Below are a few extract from a long list of quotes by leading data scientists. Click here to read the whole list. Also, do not miss our new popular articles: How to lie with data, and…

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Added by Vincent Granville on April 21, 2017 at 10:30am — No Comments

Great Saturday Reading

Here is our selection of featured articles and resources posted today:

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Added by Vincent Granville on April 15, 2017 at 11:00am — No Comments

The Future of Data Science in One Picture

We have published various "one picture" articles about data science topics. Our readers find them very useful, as they convey the same amount of information in one visual, as a long article. Below is a selection:

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Added by Vincent Granville on April 10, 2017 at 11:36am — No Comments

Great Saturday Reading

New batch of featured articles and resources posted this morning:

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Added by Vincent Granville on April 8, 2017 at 11:36am — No Comments

Factoring Massive Numbers: Machine Learning Approach - Why and How

We are interested here in factoring numbers that are a product of two very large primes. Such numbers are used by encryption algorithms such as RSA, and the prime factors represent the keys (public and private) of the encryption code. Here you will also learn how data science techniques are applied to big data, including visualization, to derive insights. This article is good reading for the data scientist in training, who might not necessarily have easy access to interesting data: here the…

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Added by Vincent Granville on April 6, 2017 at 7:30pm — No Comments

Great Saturday Reading

Here is our list of featured articles and resources for this weekend:

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Added by Vincent Granville on April 1, 2017 at 1:00pm — No Comments

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