# 44 Original Data Science and Machine Learning Articles

44 Original Data Science and Machine Learning Articles

Written exclusively for Data Science Central, by Vincent Granville. These articles are intended for non-experts, written in simple English, and particularly suited for professionals managing a data science team, or for practitioners interested in the field of data science and machine learning.

44 Original Data Science and Machine Learning Articles

Data Science and Machine Learning Without Mathematics

Advanced Machine Learning with Basic Excel

State-of-the-Art Machine Learning Automation

Tutorial: Neutralizing Outliers in Any Dimension

The Fundamental Statistics Theorem Revisited

The Death of the Statistical Tests of Hypotheses

4 Easy Steps to Structure Highly Unstructured Big Data

The best kept secret about linear and logistic regression

Difference between Machine Learning, Data Science, AI, Deep Learnin…

21 data science systems used by Amazon to operate its business

40 Techniques Used by Data Scientists

Designing better algorithms: 5 case studies

24 Uses of Statistical Modeling (Part II) | (Part I)

What you won’t learn in stats classes

Biased vs Unbiased: Debunking Statistical Myths

Stochastic Processes and New Tests of Randomness

A Simple Introduction to Complex Stochastic Processes

High Precision Computing: Benchmark, Examples, and Tutorial

Logistic Map, Chaos, Randomness and Quantum Algorithms

Graph Theory: Six Degrees of Separation Problem

Interesting Problem for Serious Geeks: Self-correcting Random Walks

9 Off-the-beaten-path Statistical Science Topics with Interesting A…

Nice Generalization of the K-NN Clustering Algorithm – Also Useful for Data Reduction

How to Detect if Numbers are Random or Not

Which classifier has the best performance?

Introduction to Principal Component Analysis

Distribution of Arrival Times of Extreme Events

Why Zipf’s law explains so many big data and physics phenomenons

Coefficient of Correlation for Non-Linear Relationships

Preventing Cambridge Analytica and Others to Hack into Facebook Data

22 tips for better data science

Machine Learning Algorithm to Trade Bitcoin

10 Data Science, Machine Learning and IoT Predictions for 2017

Modern Computational Advertising on Social Networks: The Basics

Why so many Machine Learning Implementations Fail?

Two Beautiful Mathematical Results

Four Interesting Math Problems

Number Theory: Nice Generalization of the Waring Conjecture

Fascinating Chaotic Sequences with Cool Applications

Simple Proof of the Prime Number Theorem

Are the Digits of Pi Truly Random?

Fascinating Facts and Conjectures about Primes and Other Special Nu…

5 Myths About PhD Data Scientists

First Doctorship in Data Science

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