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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