10 Search Results – DataScienceCentral.com

Real-World Data Science Challenge: When Is “Good Enough” Actually “Good Enough”

Bill Schmarzo
December 4, 2019 at 12:33 am

Nothing like a devastating catastrophe to bring a bit of reality into the world of IoT and data science. The recent crashes of the new Boeing 737 Max have been attribut...

What is Automated Machine Learning (AutoML)?

KartikPatel
December 3, 2019 at 11:00 pm

What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distri...

EM Algorithm Explained in One Picture

Stephanie Glen
December 3, 2019 at 3:00 pm

The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete data. The “E-Step” finds probabilities for the assignment o...

System Engineering Methodology for Design Improvement (Work in progress…)

JoseBautista
December 3, 2019 at 5:00 am

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 as a result of thei...

Optimizing Your Company Right Out of Business

Bill Schmarzo
December 2, 2019 at 11:44 pm

Professional athletes know the importance of developing opposing or complementary muscles (quadriceps and hamstrings, biceps and triceps). These complementary muscles a...

Maslow's Hierarchy of Data Science: Why Math and Science Still Matter

JenniferLewisPriestley
December 2, 2019 at 5:52 am

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 a field of st...

Reinforcement Learning to Reduce Building Energy Consumption

EnricoBusto
December 1, 2019 at 5:30 pm

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 increas...

Industry Averages, Benchmarks and the Death of Innovation

Bill Schmarzo
November 30, 2019 at 7:00 am

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 a “...

Deep Learning from first principles in Python, R and Octave – Part 1

AndreaManeroBastin
November 30, 2019 at 4:00 am

This article was written by Tinniam V Ganesh. This is the first in the series of posts, I intend to write on Deep Learning. This post is inspired by the Deep Learning...

How to build a deep learning model in 15 minutes

AndreaManeroBastin
November 30, 2019 at 4:00 am

This article was written by Montana Low. An open source framework for configuring, building, deploying and maintaining deep learning models in Python. As Instacart h...

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