Modeling Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Incremental Development of PyMC Models

Modeling Statistics AI bayesian PyMCposted by ODSC Community July 28, 2021

PyMC is a powerful tool for doing Bayesian statistics, but getting started can be intimidating. This article presents an example that I think is a good starting place, and demonstrates a method I use to develop and test models incrementally. Games like hockey and soccer are... Read more

2021 Top Trending Machine Learning Topics

Machine Learning Modeling cybersecurity Federated Learning Meta-Learning MLOps nlu Real-Time TensorFlowposted by Sheamus McGovern July 27, 2021

Thanks to insights from our ODSC West researchers, attendees, and instructors we’ve pulled together some of the trending machine learning topics of 2021. We’re excited to host some of the leading experts and top contributors in each of these topics. Here are a few of our... Read more

Predicting the Myers-Briggs Type Indicator (MBTI) of Celebrities Based on Their Favorite Books

Modeling Uncategorized MBTIposted by ODSC Community July 27, 2021

Personality prediction tools have been a beneficial and significant tool in the business world. Whether it’s about hiring employees or tailoring products as per a customer’s need, this tool is growing in popularity for fact-based decision-making. One such personality inventory used worldwide is Myers-Briggs Type Indicator... Read more

6 Applications of Bayesian Methods That You Should Know

Modeling Bayesian Methodsposted by ODSC Team July 26, 2021

As a data science professional, you likely hear the word “Bayesian” a lot. Whether it’s Bayesian Inference, Bayesian Statistics, or other Bayesian methods, knowing how to use and apply these methods is almost a necessity for any practicing professional. There are many different applications that one... Read more

Standout Artificial Intelligence Labs in India

Modeling Research India Research Labsposted by ODSC Team July 22, 2021

As dynamic fields, what we can do with and how we apply data science and artificial intelligence is almost constantly changing and growing. Research institutions, in particular, contribute to the discovery of new innovations and applications. Right now, we are seeing a significant amount of interesting... Read more

Best Machine Learning Research of 2021 So Far

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC July 19, 2021

The start of 2021 saw many prominent research groups extending the state of machine learning science to consistently greater heights. In my efforts to keep pace with this accelerated progress, I’ve noticed a number of hot topics that are gaining the attention of researchers: explainable/interpretable ML,... Read more

Highlighting Artificial Intelligence Research Universities and Labs in the APAC Region

Modeling Research APAC 2021posted by Alex Landa, ODSC July 16, 2021

Research into data science and artificial intelligence is non-stop. As the world speeds up or slows down in other ways, there are always researchers looking to push the boundaries of what we can do with data, automation, and robotics. In the APAC region, including parts of... Read more

Optimizing PyTorch Performance: Batch Size with PyTorch Profiler

Data Visualization Modeling Microsoft Profiler PyTorchposted by ODSC Community July 16, 2021

This tutorial demonstrates a few features of  PyTorch Profiler that have been released in v1.9. PyTorch. Profiler is a set of tools that allow you to measure the training performance and resource consumption of your PyTorch model. This tool will help you diagnose and fix machine learning performance issues regardless of whether you are working on one or... Read more

The Rapid Evolution of the Canonical Stack for Machine Learning

Guest contributor Machine Learning Modelingposted by ODSC Community July 13, 2021

Just a few years ago, almost nobody was building software to support the surge of new machine learning apps coming into production all over the world. Every big tech company, like Google, Lyft, Microsoft, and Amazon rolled their own AI/ML tech stack from scratch. See the... Read more

Top 5 Applications of Machine Learning in Healthcare

Business + Management Guest contributor Healthcare Machine Learningposted by ODSC Community July 13, 2021

Machine learning (ML) is a branch of artificial intelligence (AI), where computer systems independently find solutions to complex problems using recurring patterns in databases. Put differently, machine learning helps IT systems to recognize patterns from existing algorithms and datasets, then go ahead and develop appropriate solutions.... Read more