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Mathematical Olympiads for Undergrad Students

Mathematical Olympiads are popular among high school students. However, there is nothing similar for college students, except maybe IMC. Even IMC is not popular. It focuses mostly on the same kind of problems as high school Olympiads, and you can not participate if you are over 23 years old. In addition, it is organized by country, as opposed to globally, thus favoring countries with a large population. Topics such as…

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Added by Vincent Granville on May 25, 2018 at 9:00am — No Comments

The First Things you Should Learn as a Data Scientist - Not what you Think

The list below is a (non-comprehensive) selection of what I believe should be taught first, in data science classes, based on 30 years of business experience. This is a follow up to my article Why logistic regression should be taught last.

I am not sure whether these topics below are even discussed in data camps or college…

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Added by Vincent Granville on May 24, 2018 at 9:15pm — No Comments

The Role of Predictive Analytics in Medical Diagnosis

Predictive analytics uses current and historical data in order to determine the probability of a particular outcome. This is a particularly powerful approach when it is applied to medical diagnosis. In an effort to reduce misdiagnosis, historical data of former patient’s symptoms may be applied to the assessment of a new patient.

While doctors are the ultimate experts and decision-makers, using predictive analytics as a means of establishing precedent for…

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Added by Goli Tajadod on May 22, 2018 at 2:30am — No Comments

Great Saturday Reading

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

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Added by Vincent Granville on May 19, 2018 at 3:22pm — No Comments

5 Tips How to Write Data Analysis Plan

With a data analysis plan, you know what you’re going to do when you actually sit down to do the analysis of the data you’ve gathered. It’s a vitally important thing for you to have, as it will guide how you’re going to collect your data. After all, it’s very difficult to add in new variables afterward.

For that reason, you want to make sure you’ve created your plan beforehand so that you can be sure that you’re asking all the questions you need to and you know what you’re going to…

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Added by Vincent Granville on May 13, 2018 at 5:30pm — No Comments

Great Sunday Reading

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

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Added by Vincent Granville on May 13, 2018 at 3:00pm — No Comments

Selection of Great Data Science Articles still Worth Reading

These articles are between 3 and 5 year old, but are still valuable today. The methodology used in these articles is modern, and still state-of-the-art today. Some discuss immense data sets still available to the public, and that resulted in designing new machine learning techniques to handle them. 

I am in the process of organizing these articles (written by myself) to eventually self-publish data science tutorials, in a few separate booklets, that are easy to understand for the…

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Added by Vincent Granville on May 12, 2018 at 8:30pm — No Comments

Deep Dive into Polynomial Regression and Overfitting

In this article, we show that the issue with polynomial regression is not over-fitting, but numerical precision. Even if done right, numerical precision still remains an insurmountable challenge. We focus here on step-wise polynomial regression, which is supposed to be more stable than the traditional model. In step-wise regression, we estimate one coefficient at a time, using the classic least square technique. …

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Added by Vincent Granville on May 9, 2018 at 9:30pm — No Comments

AI with Pyramids of Self Programmable Gates

Guest blog post by David Enríquez Arriano. For more information or to get higher pictures resolution, contact the author (see contact information at the bottom of this article.)

Introduction

This is a different approach to solve the AI problem. It is a cognitive math based on pyramids built with self-programming logic gates through learning.

A Boolean polynomial associated with a given truth table can be implemented with electronic…

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Added by Vincent Granville on May 8, 2018 at 4:07pm — No Comments

Great Saturday Reading

Here is our selection of featured resources and articles published in the last few days. Enjoy the reading!

Resources

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Added by Vincent Granville on May 5, 2018 at 9:57am — No Comments

Temporal Convolutional Nets Take Over from RNNs for NLP Predictions

Summary: Our starting assumption that sequence problems (language, speech, and others) are the natural domain of RNNs is being challenged.  Temporal Convolutional Nets (TCNs) which are our workhorse CNNs with a few new features are outperforming RNNs on major applications today.  Looks like RNNs may well be history.

 …

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Added by Vincent Granville on May 2, 2018 at 7:59am — No Comments

Data Engineer and Business Analyst Might be the Best Data Science Opportunities

Summary: Not everyone wants to invest the time and money to become a data scientist, and if you’re mid-career the barriers are even higher.  If you still want to be deeply involved in the new data-driven economy and well paid, the growth rate and opportunities as a data engineer or business analyst need to be on your radar screen.

  …

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Added by Vincent Granville on May 1, 2018 at 8:17am — No Comments

Great Sunday Reading

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

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Added by Vincent Granville on April 29, 2018 at 8:55pm — No Comments

Machine Learning with Signal Processing Techniques

Stochastic Signal Analysis is a field of science concerned with the processing, modification and analysis of (stochastic) signals.

Anyone with a background in Physics or Engineering knows to some degree about signal analysis techniques, what these technique are and how they can be used to analyze, model and classify signals.

Data Scientists coming from a different fields, like Computer Science or Statistics, might not be aware of the analytical power these techniques bring with…

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Added by ahmet taspinar on April 29, 2018 at 9:00am — No Comments

New Decimal Systems - Great Sandbox for Data Scientists and Mathematicians

We illustrate pattern recognition techniques applied to an interesting mathematical problem: The representation of a number in non-conventional systems, generalizing the familiar base-2 or base-10 systems. The emphasis is on data science rather than mathematical theory, and the style is that of a tutorial, requiring minimum knowledge in mathematics or statistics. However, some off-the-beaten-path, state-of-the-art number theory research is discussed here, in a way that is accessible to…

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Added by Vincent Granville on April 26, 2018 at 1:30pm — No Comments

Great Saturday Reading

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

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Added by Vincent Granville on April 21, 2018 at 10:52am — No Comments

Article from Michael Li, Head of Analytics and Data Science at LinkedIn

I’m sure everyone who has been following tech industry news knows about “big data” and “AI.” Although there is no industry-consistent definition for either term, most people tend to agree that both have been playing more and more important roles lately, and that we need to know and leverage them better in both our personal and professional lives. But wouldn’t it be interesting if we looked beyond the marketing hype for a moment and talked about the people who are solving real business…

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Added by Vincent Granville on April 17, 2018 at 11:30am — No Comments

Great Saturday Reading

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

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Added by Vincent Granville on April 14, 2018 at 12:24pm — No Comments

Automated Deep Learning – So Simple Anyone Can Do It

Summary:  There are several things holding back our use of deep learning methods and chief among them is that they are complicated and hard.  Now there are three platforms that offer Automated Deep Learning (ADL) so simple that almost anyone can do it.

 …

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Added by Vincent Granville on April 10, 2018 at 6:53pm — No Comments

Two Beautiful Mathematical Results - Part 2

In Part 1 of this article (see here) we featured the two results below, as well as a simple way to prove these formulas.

Here, we continue on the same topic,…

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Added by Vincent Granville on April 10, 2018 at 7:59am — No Comments

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