What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distribute… Read More »What is Automated Machine Learning (AutoML)?
The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete data. The “E-Step” finds probabilities for the assignment of data points, based on… Read More »EM Algorithm Explained in One Picture
We live in a world that is inundated with data. Data science and machine learning (ML) techniques have come to the rescue in helping enterprises… Read More »Top 5 Reasons to Move Enterprise Data Science Off the Laptop and to the Cloud
A system is an entity that behaves based on the intrinsic characteristics of its components and the external forces that drive these elements to react… Read More »System Engineering Methodology for Design Improvement (Work in progress…)
Professional athletes know the importance of developing opposing or complementary muscles (quadriceps and hamstrings, biceps and triceps). These complementary muscles are sets of muscles that… Read More »Optimizing Your Company Right Out of Business
As an academic discipline, the rate of maturation for data science should be measured in light years. Although it’s really only about 10 years old as… Read More »Maslow's Hierarchy of Data Science: Why Math and Science Still Matter
Heating, ventilation, and air conditioning of buildings accounts alone for nearly 40% of the global energy demand [1]. The need for Energy Savings has become increasily foundamental to fight Climate Change. We… Read More »Reinforcement Learning to Reduce Building Energy Consumption
Sustaining industry averages and benchmarks are the antithesis of innovation and a great way to ensure average performance. Doing whatever everyone else is doing is… Read More »Industry Averages, Benchmarks and the Death of Innovation
This article was written by Tinniam V Ganesh. This is the first in the series of posts, I intend to write on Deep Learning.… Read More »Deep Learning from first principles in Python, R and Octave – Part 1
This article was written by Montana Low. An open source framework for configuring, building, deploying and maintaining deep learning models in Python. As Instacart… Read More »How to build a deep learning model in 15 minutes
