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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

How to Choose the Right Database System: RDBMS vs. NoSql vs. NewSQL

Understanding how and why to choose the right database system is critical when architecting solutions, including the choice between relational (RDBMS) vs. NoSQL vs. NewSQL.

Databases Software architecture Data architecture

Artificial Intelligence, Deep Learning, and Neural Networks Explained

Artificial intelligence, deep learning, and neural networks, explained here, are powerful machine learning techniques solving many real-world problems.

Artificial intelligence Machine learning Data science

Why User Experience (UX) and Simplicity Drive Competitive Advantage

Company success is highly dependent on competitive advantage, which results from great product and user experience (UX) design, simplicity, and service.

Product design User experience Differentiation Competitive advantage

Machine Learning: An In-Depth, Non-Technical Guide - Part 5

Machine Learning: An In-Depth, Non-Technical Guide is an overview series on all aspects of machine learning. This chapter covers unsupervised learning, related fields, and machine learning in practice.

Machine learning Artificial intelligence Data science Predictive analytics

Machine Learning: An In-Depth, Non-Technical Guide - Part 4

Machine Learning: An In-Depth, Non-Technical Guide is an overview series on all aspects of machine learning. This chapter covers model performance and error analysis.

Machine learning Artificial intelligence Data science Predictive analytics