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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

For Companies, Data Analytics is a Pain; But Why?

Businesses across the globe are facing the brunt, one of huge data influx and second of increasing data complexity and of course the market volatility. To address these challenges, companies and all their verticals are turning to data-driven analytics and insights as a means to better understand their organization’s customer bases and to grow their businesses; and manage the increasing uncertainty up to a certain extent. 

The shift from conventional…

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Added by Chirag Shivalker on June 22, 2017 at 1:30pm — 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

Fighting financial crimes and money laundering with graph data

Fighting financial crimes is a daily battle worldwide. Organizations have to deploy intelligent systems to prevent and detect wrongdoings, such as anti-money laundering (AML) control frameworks. We’ll see in this blog post how graph technologies can reinforce those systems.

Using graph technologies to fight financial crimes

In today’s complex economy, law enforcement and financial…

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Added by Elise Devaux on June 1, 2017 at 9:00am — 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

Descriptive, Predictive & Prescriptive Analytics will fail to Help You Understand Your Business

It has been a practice followed religiously by companies and organizations to analyze how they have performed over a…

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Added by Chirag Shivalker on May 12, 2017 at 7:30am — 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

Business Analytics and Intelligence Compared

Business analytics and business intelligence are two different notions, but only few people understand the difference. Interestingly, even people who have worked in the business industry struggle with this particular topic or have various different answers when someone asks the question 'What is the difference between business analytics and business intelligence?'

Some people define business analytics as an umbrella term and place intelligence as one of its parts, together with data…

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Added by Laura Buckler on April 25, 2017 at 8:00am — 1 Comment

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

Tips for Reducing Fraud and Bolstering Customer Data Security

Many businesses, especially small businesses, underestimate the danger their company’s data is in. They have the idea that because they’re fairly small, no one would want to try to steal the customer information they collect. After all, why go after a few thousand customer records when you could attack a large corporation and potentially walk away with tens of…

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Added by Peter Davidson on April 17, 2017 at 6:00am — No Comments

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