**7 Steps to Mastering Data Preparation with Python** - Jun 2, 2017.

Follow these 7 steps for mastering data preparation, covering the concepts, the individual tasks, as well as different approaches to tackling the entire process from within the Python ecosystem.

**Pages:** 1 2

Tags: 7 Steps, Data Preparation, Data Preprocessing, Data Science, Data Wrangling, Machine Learning, Pandas, Python

**7 More Steps to Mastering Machine Learning With Python** - Mar 1, 2017.

This post is a follow-up to last year's introductory Python machine learning post, which includes a series of tutorials for extending your knowledge beyond the original.

**Pages:** 1 2

Tags: 7 Steps, Classification, Clustering, Deep Learning, Ensemble methods, Gradient Boosting, Machine Learning, Python, scikit-learn, Sebastian Raschka

**7 Steps to Mastering Apache Spark 2.0** - Sep 16, 2016.

Looking for a comprehensive guide on going from zero to Apache Spark hero in steps? Look no further! Written by our friends at Databricks, this exclusive guide provides a solid foundation for those looking to master Apache Spark 2.0.

**Pages:** 1 2 3

Tags: 7 Steps, Apache Spark, Databricks

**7 Steps to Understanding Computer Vision** - Aug 9, 2016.

A starting point for Computer Vision and how to get going deeper. Dive into this post for some overview of the right resources and a little bit of advice.

Tags: 7 Steps, Computer Vision, Deep Learning, Neural Networks, Python

**7 Steps to Understanding NoSQL Databases** - Jul 27, 2016.

Are you a newcomer to NoSQL, interested in gaining a real understanding of the technologies and architectures it includes? This post is for you.

Tags: 7 Steps, Cassandra, Database, Graph Databases, HBase, MongoDB, Neo4j, NoSQL

**7 Steps to Mastering SQL for Data Science** - Jun 16, 2016.

Follow these 7 steps to go from SQL data science newbie to seasoned practitioner quickly. No nonsense, just the necessities.

**Pages:** 1 2

Tags: 7 Steps, Data Science, Database, Relational Databases, SQL

**R Learning Path: From beginner to expert in R in 7 steps** - Mar 23, 2016.

This learning path is mainly for novice R users that are just getting started but it will also cover some of the latest changes in the language that might appeal to more advanced R users.

**Pages:** 1 2 3

Tags: 7 Steps, Data Preparation, Data Science Education, Data Visualization, DataCamp, Hadley Wickham, Maps, R

**7 Steps to Understanding Deep Learning** - Jan 11, 2016.

There are many deep learning resources freely available online, but it can be confusing knowing where to begin. Go from vague understanding of deep neural networks to knowledgeable practitioner in 7 steps!

**Pages:** 1 2

Tags: 7 Steps, Caffe, Convolutional Neural Networks, Deep Learning, Matthew Mayo, Recurrent Neural Networks, TensorFlow, Theano

**7 Steps to Mastering Machine Learning With Python** - Nov 19, 2015.

There are many Python machine learning resources freely available online. Where to begin? How to proceed? Go from zero to Python machine learning hero in 7 steps!

**Pages:** 1 2

Tags: 7 Steps, Anaconda, Caffe, Deep Learning, Machine Learning, Matthew Mayo, Python, scikit-learn, Theano

**7 Steps for Learning Data Mining and Data Science** - Nov 28, 2013.

How to learn data mining and data science? I outline seven steps and point you to resources for becoming a data scientist.

Tags: 7 Steps, Data Science Education