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

Turning a Keras Model into an Estimator

Machine Learning Modeling Keras TensorFlowposted by ODSC Community April 20, 2021

Google’s TensorFlow engine has a unique way of solving problems, allowing us to solve machine learning problems very efficiently. Nowadays, machine learning is used in almost all areas of life and work, with famous applications in computer vision, speech recognition, language translations, healthcare, and many more. ... Read more

5 Types of Load Testing and When to Use Them

Modeling Load Testingposted by ODSC Community April 15, 2021

Before you apply any software or algorithm to a decision-making process, you’ll want to be sure it works. Ensuring your tools operate as they should involves various tests and measurements, one of the most crucial being load testing. There are multiple types of load testing too,... Read more

Overcoming the Cold Start Problem: How to Make New Tasks Tractable

Machine Learning Modeling Cold Start Europe 2021posted by ODSC Community April 12, 2021

I woke up this morning (somewhat unsurprisingly). After poking my head out of the covers and feeling a cold chill in the air, I made the executive decision not to proceed with this course of action and promptly withdrew back under the covers. Ten minutes later,... Read more

An Introduction to Social Network Analysis with NetworkX: Two Factions of a Karate Club

Modeling Python Tools & Languages Deepnoteposted by ODSC Community April 9, 2021

Networks (a.k.a graphs) are one of the most interesting areas of data science and have been subject to an explosion of interest in recent years. The ability to model the relationship between data points is powerful. This article introduces some basic concepts in network science and... Read more

Announcing the ODSC Machine Learning Certification

Career Insights Featured Post Machine Learning Modeling AI Plusposted by ODSC Team April 6, 2021

A successful data scientist or AI practitioner never stops learning. However, pausing your career to return to school for another degree can be costly in terms of both time and budget. In such situations, machine learning certifications are an essential tool for both developing new skills... Read more

Civic Data Science for the Charles River Watershed Association

Machine Learning Modeling Case Study Civic Data Scienceposted by ODSC Community March 31, 2021

When you hear the phrase “corporate data science,” what comes to mind? You may think of recommender systems for video streaming platforms or optimizing the click-through rate for online advertisements. When thinking about “academic data science,” maybe you are reminded of some white papers on arXiv.org... Read more

How Neural Guard Built its X-Ray & CT Scanning AI Production Pipeline – Customer Story

Modeling Clear ML Healthcareposted by ODSC Community March 30, 2021

Neural Guard produces automated threat detection solutions powered by AI for the security screening market. With the expansion of global trends like urbanization, aviation, mass transportation, and global trade, the associated security and commercial challenges have become ever more crucial. In this blog, we will talk... Read more

Building an Ethical Data Science Practice

Modeling East 2021 Responsible AIposted by ODSC Community March 29, 2021

“F**k the Algorithm” is a bold mantra that we are likely to hear more about as unintended consequences of AI continue to unfold. For almost a decade, our industry has been obsessed with maximizing predictive performance – also seen as the ability with which AI can... Read more

Performing IMDb Sentiment Analysis with GloVe Embeddings

Modeling NLP/Text Analytics Glove sentiment analysis Word2Vecposted by ODSC Community March 29, 2021

The GloVe model came out in 2014, a year after the Word2Vec paper came out. The GloVe and Word2Vec models are similar as the embeddings generated for a word are determined by the words that occur around it. However, these context words occur with different frequencies. Some of these context... Read more

4 Simple Ways to Map Vehicle Location Data with OmniSci Free

Data Visualization Modelingposted by ODSC Community March 25, 2021

Take a second and think of the noisiest, most unreadable map you’ve ever seen. The one that immediately comes to mind for me was in 2015. I worked for a GIS software company at the time and was visiting one of the Big 3 automotive manufacturers... Read more