Beginners Guide to Regression Analysis and Plot Interpretations
This tutorial was written by Manish Saraswat. Introduction “The road to machine learning starts with Regression. Are you ready?” If you are aspiring to beco...
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An Introduction to Clustering and different methods of clustering
This article was posted by Saurav Kaushik. Saurav is a Data Science enthusiast, currently in the final year of his graduation at MAIT, New Delhi. He loves to use machine...
An overview of gradient descent optimization algorithms
This article was written by Sebastian Ruder. Sebastian is a PhD student in Natural Language Processing and a research scientist at AYLIEN. He blogs about Machine Learnin...
How to Start Learning Deep Learning
This post was written by Ofir Press. Ofir is a graduate student at Tel-Aviv University’s Deep Learning Lab. His main focus is on using deep learning for natural languag...
Precision vs significance / accuracy vs precision / bias vs variance
This image was created by Kirk Borne: DSC Resources Career: Training | Books | Cheat Sheet | Apprenticeship | Certification | Salary Surveys | Jobs Knowledge...
Book: Efficient R Programming
This is the online version of the O’Reilly book: Efficient R programming. To build the book: Install the latest version of R If you are using RStudio, make sure th...
Interview with Flowcast CTO: AI / Machine Learning in Fintech
Flowcast’s Co-founder and CTO, Winnie Cheng was recently interviewed by Sandhya Krishanmurthy, COO of the FinTech School, for the latter’s FinTech Core 101 course. Th...
Mary Meeker, Analytics, and the Future of the Internet
Summary: In this review of Mary Meeker’s annual Internet Trends report for 2016 we’ll look for the advanced analytics that makes these trends possible. It’s that...
34 External Machine Learning Resources and Related Articles
Starred articles are candidates for the picture of the week. A comprehensive list of all past resources is found here. We are in the process of automatically categorizin...
IoT 101 – Lesson 2: Everything You Need to Know to Start Your IoT Project
Summary: In this Lesson 2 we continue to provide a complete foundation and broad understanding of the technical issues surrounding an IoT or streaming system so that th...