Big Data

Scalable Software and Big Data Architecture - Software Architectural Patterns and Design Patterns

Part 2/3 of the 'Scalable Software and Big Data Architecture' series. This article covers software architectural patterns and design patterns.

Software architecture Data architecture Big data

Scalable Software and Big Data Architecture - Application Types, Requirements, and Components

Part 1/3 of the 'Scalable Software and Big Data Architecture' series. This article covers application types, requirements, and components.

Software architecture Data architecture Big data

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 Big data

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 Big data

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 Big data

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 Big data

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 Big data

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 Big data

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 Big data

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