DSC Webinar Series: Train & Tune Your Computer Vision Models at Scale
Whether you are training a self-driving car, detecting animals with drones, or identifying car damage for insurance claims, the steps needed to effectively train a comput...
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What is Automated Machine Learning (AutoML)?
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
The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete data. The “E-Step” finds probabilities for the assignment o...
Optimizing Your Company Right Out of Business
Professional athletes know the importance of developing opposing or complementary muscles (quadriceps and hamstrings, biceps and triceps). These complementary muscles a...
Industry Averages, Benchmarks and the Death of Innovation
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 “...
The Logjam in AI/ML Platforms is About to Complicate Your Life
Summary: Too many solutions. We are at an inflection point where too many vendors are offering too many solutions for moving our AI/ML models to production. The ver...
What can learning analytics do for accessibility and for disabled students' support?
Introduction I was formally (1998-2016) a Senior Research Fellow in the Institute of Educational Technology (IET) at the Open University (OU) in the UK. It was in that...
What is Map Reduce Programming and How Does it Work
Introduction Data Science is the study of extracting meaningful insights from the data using various tools and technique for the growth of the business. Despite its incep...
Orchestrating Dynamic Reports in Python and R with Rmd Files
Do you want to extract csv files with Python and visualize them in R? How does preparing everything in R and make conclusions with Python sound? Both are possible if you ...
Kaggle's Rachel Tatman on what to do when applying deep learning is overkill
Deep Learning an emerging branch of machine learning, has garnered a lot of recognition in the field of technology over the last decade. It is regarded as a game-changer ...