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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The complete manuscript of The Hundred-Page Machine Learning Book is now online
The drafts of the two final chapters of The Hundred-Page Machine Learning Book are now online. They consider metric learning, learning to rank, learning to recommend (inc...
A simplified explanation for Understanding the Mathematics of Deep Learning
Introduction In this post, I explain the maths of Deep Learning in a simplified manner. To keep the explanation simple, we cover the workings of the MLP mode (Multilaye...
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...
Quality inspection in manufacturing using deep learning based computer vision
Author: Partha Deka and Rohit Mittal 1. Introduction Automation in Industrial manufacturing: Today’s increased level of automation in manufacturing also demands autom...
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...
5 Minute Analysis: Getting the Whole Picture of Retail Sales
In this 5 Minute Analysis we’ll preprocess, join, and explore disjoint sales data for retail locations. Then we’ll dive into the relation between store type, fu...
5 Minute Analysis: Breaking Down Health Code Violations
In this 5 Minute Analysis we’ll focus on accessing and understanding the Kaggle LA Restaurant & Market Health Data in real-time, exploring the data, and pivot...