DSC Webinar Series: From Pandas to Apache Spark™
Presenting Koalas, a new open source project unveiled by Databricks, that brings the simplicity of pandas to the scalability powers of Apache Spark™. Data science with ...
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Alternatives to Logistic Regression
Logistic regression (LR) models estimate the probability of a binary response, based on one or more predictor variables. Unlike linear regression models, the dependent v...
What We Can Learn about AI and Creating Smart Products from “The Incredibles”
Nothing strikes terror into the hearts of humans more than the idea of an intelligent robot gone bad. The fear is that a robot can acquire the ability to learn and adap...
28 Statistical Concepts Explained in Simple English – Part 18
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
39 Statistical Concepts Explained in Simple English – Part 17
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Free Book: Statistics — New Foundations, Toolbox, and Machine Learning Recipes
This book is intended for busy professionals working with data of any kind: engineers, BI analysts, statisticians, operations research, AI and machine learning profession...
AI Business Transformation Playbook for Executives
I am delighted to present my new blog – AI Business Transformation Playbook for Executives. originally posted here. I get into the nuts-and-bolts of AI Systems So...
DSC Webinar Series: AI in Action: Real-time Anomaly Detection
Artificial intelligence is no longer in the future. It’s right here, right now—and it’s changing our lives. In this latest Data Science Central webinar, we’ll foc...
Comparing Classifiers: Decision Trees, K-NN & Naive Bayes
A myriad of options exist for classification. In general, there isn’t a single “best” option for every situation. That said, three popular classificatio...
Automated Machine Learning (AML) Comes of Age – Almost
Summary: Forrester has just released its “New Wave™: Automation-Focused Machine Learning Solutions, Q2 2019” report on leading stand-alone automated machine learn...