Limits of Linear Models for Forecasting
This article was written by Blaine Bateman In this post, I will demonstrate the use of nonlinear models for time series analysis, and contrast to linear… Read More »Limits of Linear Models for Forecasting
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Selected Recent Articles from Top DSC Contributors – Part 2
This is a new series, featuring great content from our top contributors. Some of these articles are rather technical in nature, but many are business-oriented… Read More »Selected Recent Articles from Top DSC Contributors – Part 2
Simple automated feature selection using lm() in R
There are many good and sophisticated feature selection algorithms available in R. Feature selection refers to the machine learning case where we have a set… Read More »Simple automated feature selection using lm() in R
Predicting animal adoption with Random Forest, SVM
Across the country, animal shelters work around the clock to help pets get rescued. For the most part, people assume animal adoption is mostly driven… Read More »Predicting animal adoption with Random Forest, SVM
AI needs further demystification and democratisation
Two particular events directed my attention recently to the importance to democratise information about AI into governence and popular culture. The first was a congressional… Read More »AI needs further demystification and democratisation
Machine Learning with Signal Processing Techniques
Stochastic Signal Analysis is a field of science concerned with the processing, modification and analysis of (stochastic) signals. Anyone with a background in Physics or… Read More »Machine Learning with Signal Processing Techniques
A Comprehensive List Of R Packages For Portfolio Analysis
R language is a free statistical computing environment; hence there are multiple ways/packages to achieve a particular statistical/quantitative output. I am going to discuss here… Read More »A Comprehensive List Of R Packages For Portfolio Analysis
New book on big data, AI and data science for executive audiences
It’s been a while since my last blog post, but I wanted to update everyone on a project that’s been keeping me busy recently. Last… Read More »New book on big data, AI and data science for executive audiences
Open Source ETL: Apache NiFi vs Streamsets
After reviewing 8 great ETL tools for fast-growing startups, we got a request to tell you more about open source solutions.There are many open source ETL… Read More »Open Source ETL: Apache NiFi vs Streamsets
AI – From Silo to Ecosystem
I sometimes reflect on how we will reach this stage of AI called AGI (Artificial General Intelligence) which is defined by a state of AI… Read More »AI – From Silo to Ecosystem