Tag - Matthew Mayo

10 Free Must-Read Books for Machine Learning and Data Science

Spring. Rejuvenation. Rebirth. Everything’s blooming. And, of course, people want free ebooks. With that in mind, here's a list of 10 free machine learning and data science titles to get your spring reading started right. By Matthew Mayo, KDnuggets....

277 Data Science Key Terms, Explained

This is a collection of 277 data science key terms, explained with a no-nonsense, concise approach. Read on to find terminology related to Big Data, machine learning, natural language processing, descriptive statistics, and much more. By Matthew Mayo...

4 Cognitive Bias Key Points Data Scientists Need to Know

Cognitive biases are inherently problematic in a variety of fields, including data science. Is this something that can be mitigated? A solid understanding of cognitive biases is the best weapon, which this overview hopes to help provide. By Matthew M...

42 Steps to Mastering Data Science

This post is a collection of 6 separate posts of 7 steps a piece, each for mastering and better understanding a particular data science topic, with topics ranging from data preparation, to machine learning, to SQL databases, to NoSQL and beyond. By M...

5 Career Paths in Big Data and Data Science, Explained

Sexiest job... massive shortage... blah blah blah. Are you looking to get a real handle on the career paths available in "Data Science" and "Big Data?" Read this article for insight on where to look to sharpen the required entry-level skills. By Matt...

5 Fantastic Practical Machine Learning Resources

This post presents 5 fantastic practical machine learning resources, covering machine learning right from basics, as well as coding algorithms from scratch and using particular deep learning frameworks. By Matthew Mayo, KDnuggets. comments Interested...

5 Fantastic Practical Natural Language Processing Resources

This post presents 5 practical resources for getting a start in natural language processing, covering a wide array of topics and approaches. By Matthew Mayo, KDnuggets. comments Are you interested in some practical natural language processing resourc...