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Data Structures Related to Machine Learning Algorithms

So you’ve decided to move beyond canned algorithms and start to code your own machine learning methods. Maybe you’ve got an idea for a cool new way …

25+ websites to find datasets for data science projects

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Data Science

An Interactive Tutorial on Numerical Optimization

Numerical Optimization is one of the central techniques in Machine Learning. For many problems it is hard to figure out the best solution directly, …

How to Learn Machine Learning, The Self-Starter Way

Why Learn Machine Learning?<p>Massive Global Demand<p>The demand for machine learning is booming all over the world. Entry salaries start from $100k – …

7 Terrible Habits of Data Analytics Professionals

Although analytics is a valuable specialty that every large organization needs, it’s not always full appreciated. We analysts hate that, but sometimes, it’s our own fault. Our own bad habits can hold us back.<p>Be honest about these seven terrible habits and take corrective action to have greater …

A visual introduction to machine learning

In machine learning, computers apply <b>statistical learning</b> techniques to automatically identify patterns in data. These techniques can be used to make …

Machine Learning Exercises In Python, Part 1

<i>This post is part of a series covering the exercises from Andrew Ng's machine learning class on Coursera. The original code, exercise text, and data</i> …