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 models. I will ...
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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 of predicto...
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 by intuition and emo...
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 ...
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 year Pearson Publishing com...
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 tools and frame...
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 that by some measure equivalents ...
Resolving the Cyber Skills Gap & Talent Shortage
With high profile security breaches like Equifax, the publicity over data security, as well as the cost, has only continued to grow. According to The 2017 Cost of Data Br...
New Book: Creating Value with Social Media Analytics
My new book may be of interest to some members. Kindle edition: https://www.amazon.com/Creating-Value-Social-Media-Analytics-ebook/…; Paperback: https://www.am...
Reinforcement Learning – Reward for Learning
Reinforcement Learning (RL) – 3rd / last post in this sub series “Machine Learning Type” under master series “Machine Learning Explained“. Next sub series “...