Data Science

Advanced Analytics Packages, Frameworks, and Platforms by Scenario or Task

Which packages, frameworks, and/or platforms to use for a given scenario or task involving artificial intelligence, machine learning, and advanced analytics.

Data science Machine learning Artificial intelligence

Python vs R for Artificial Intelligence, Machine Learning, and Data Science

This article covers Python vs R vs other languages for data science, machine learning, and artificial intelligence (AI), including which to use and why.

Data science Machine learning Artificial intelligence

What Is Data Science, and What Does a Data Scientist Do?

This article describes the "pillars" of data science expertise, the role and responsibilities of a data scientist, differences between related roles, and the data scientist's toolbox.

Data science

Data Science, Machine Learning, Artificial Intelligence, Big Data, and IoT Resources

My GitHub repository of resources related to data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more!

Data science Machine learning Artificial intelligence Big data Iot

Machine Learning: An In-Depth Guide - Unsupervised Learning, Related Fields, and Machine Learning in Practice

Part 5/5 of the 'Machine Learning: An In-Depth Guide' series. This article covers unsupervised learning, related fields, and machine learning in practice.

Machine learning Artificial intelligence Data science

Machine Learning: An In-Depth Guide - Model Performance and Error Analysis

Part 4/5 of the 'Machine Learning: An In-Depth Guide' series. This article covers model performance and error analysis.

Machine learning Artificial intelligence Data science

Machine Learning: An In-Depth Guide - Model Evaluation, Validation, Complexity, and Improvement

Part 3/5 of the 'Machine Learning: An In-Depth Guide' series. This article covers model evaluation, validation, complexity, and improvement.

Machine learning Artificial intelligence Data science

Machine Learning: An In-Depth Guide - Data Selection, Preparation, and Modeling

Part 2/5 of the 'Machine Learning: An In-Depth Guide' series. This article covers data selection, preparation, and modeling.

Machine learning Artificial intelligence Data science

Machine Learning: An In-Depth Guide - Overview, Goals, Learning Types, and Algorithms

Part 1/5 of the 'Machine Learning: An In-Depth Guide' series. This article covers an overview of machine learning and related goals, learning types, and algorithms.

Machine learning Artificial intelligence Data science

Data Science and Big Data Explained for the Non-Data Scientist

Data science and big data are two very important topics. They are both growing in popularity at an alarming rate, and yet are often misunderstood.

Data science Big data