Machine Learning Articles

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Cristiano Breuel Cristiano Breuel
Updated on March 15, 2023

Want a Career in Machine Learning? Here’s What You Need to Know.

There are many paths to a career in machine learning. How do you know which one to take?

Kaycee Lai Kaycee Lai
Updated on March 15, 2023

Want Business Insights More Quickly? Augment Your Analytics.

By leveraging natural language processing, augmented analytics could revolutionize the way data science teams — and non-specialist business users — get the information their firms need.

Manuel Silverio Manuel Silverio
Updated on March 15, 2023

The Top 3 Tools Every Data Scientist Needs

The basic skills you need to be a data scientist may stay the same but the most effective tools are always changing.

Sara A. Metwalli Sara A. Metwalli
Updated on March 15, 2023

10 Steps to Become a Data Scientist

Use this roadmap to kickstart your data science career.

Sara A. Metwalli Sara A. Metwalli
Updated on March 15, 2023

3 Reasons Data Scientists Need Linear Algebra

As a data scientist, you may be able to get away without using linear algebra — but not for long. Here’s how linear algebra can improve your machine learning, computer vision and natural language processing.

Artem Oppermann Artem Oppermann
Updated on March 15, 2023

How AI Teach Themselves Through Deep Reinforcement Learning

In this four-part series, I’ll show you how the Markov decision process works and the mathematical theory you need to know to understand deep reinforcement learning.

Dylan Fox Dylan Fox
Updated on March 15, 2023

3 Biggest Mistakes to Avoid When Hiring AI and ML Engineers

Hiring demand for experts in artificial intelligence, machine learning, and deep learning is high, and will only get higher in coming years. Here’s how to make sure you get the best of the best.

Badreesh Shetty Badreesh Shetty
Updated on March 15, 2023

A Step-by-Step NLP Machine Learning Classifier Tutorial

Natural language processing influences your life every day. Here’s a tutorial to help you try it out for yourself.

Image: Shutterstock / Built In
Sara A. Metwalli Sara A. Metwalli
Updated on March 15, 2023

9 Comprehensive Data Science Cheat Sheets

Sometimes less (information) is more. Use these 9 data science data science cheat sheets and resist the Google rabbit hole.

Eric Kleppen Eric Kleppen
Updated on March 15, 2023

3 Ways to Learn Natural Language Processing Using Python

Explore concrete ways to apply preprocessing, tokenization, vectorization and feature engineering on text data with these 3 projects.