Using XGBoost for time series prediction tasks
Recently Kaggle master Kazanova along with some of his friends released a “How to win a data science competition” Coursera course. The Course involved a final...
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Excellent visualization (A who's who guide to the Marvel Cinematic Universe)
To play with this interactive tool, visit this page. For other visualization resources, click here. DSC Resources Book and Resources for DSC Members Comprehensive Reposit...
Digital Transformation is Messy, Dirty and Ugly. Here’s How to Embrace it!
Gartner recently published a report titled “CIO Agenda 2019: Exploit Transformational Technologies” that states the following: “Whether it’s AI, quantum computin...
27 Statistical Concepts Explained in Simple English – Part 5
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
7 Classical Assumptions of Ordinary Least Squares (OLS) Linear Regression
This article was written by Jim Frost. Here we present a summary, with link to the original article. Ordinary Least Squares (OLS) is the most common estimation method fo...
Your Company Needs A Spreadsheet Policy More Than Ever
Electronic spreadsheets have been around for nearly 40 years now. They were invented by Bob Frankston and Dan Bricklin, founders of VisiCalc, and I had a chance to chat w...
DSC Webinar Series: Connected Intelligence Solutions with AI and ML
TIBCO Connected Intelligence solutions connects data, systems, processes, and people—and it delivers predictive analytics, AI, and data visualizations for all aspects o...
Prescriptive Maintenance for Manufacturing Industry
Author: Partha Deka and Rohit Mittal Industrial Maintenance: Today’s trend of Artificial Intelligence (AI) and the increased level of Automation in manufacturing allo...
Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT
Guest post by Kai Waehner I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The p...
Four Quadrants of the Enterprise AI business case
Introduction In this post, I discuss the development of the Enterprise AI business case through a framework of four quadrants. According to Gartner: “The mindset shif...