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This is an email from Open Data Science Newsletter, a newsletter by ODSCJournal.

Practical Quantization in PyTorch, Python in Fintech, and Ken Jee’s ODSC East Keynote Recap

Practical Quantization in PyTorch

Quantization is a cheap and easy way to make your DNN run faster and with lower memory requirements, and PyTorch offers a few different approaches to quantize your model.

ODSC East 2022 Keynote: Ken Jee on Bridging the Gap Between Data Scientists and Decision Makers

In a recap of his keynote from ODSC East 2022, Ken Jee discusses the disconnect between data scientists and decision-makers, and how to fix it.

The Evolving Role of Python in Finance and Fintech

Here’s a closer look at the evolving role of Python in the financial sector and what it means for data professionals.

Using Distillation to Protect Your Neural Networks

For distillation, you first train a deep learning model, the teacher network, to solve your task. Then, you train a student network, which can be any model.

What Statistical Test Should I Do?

This article presents a flowchart to help data scientists in selecting the most appropriate statistical test based on a couple of criteria.

7 More Methods For Better Machine Learning

How can we do better machine learning? By going beyond basic model validation and drift detectors, we can excel.

Testing Within the Shift-Left Philosophy

Learn more about shift-left testing, which means that security testing is carried out at every stage of the development process.

Answering Causal Questions in AI

Here’s an introduction to some of the most common techniques which can be used in order to query information from data for interpretable inference.

A Day in the Life of a Data Engineer

This is what one data engineer’s average day looks like, and what you can expect in a similar career path.

Which ODSC Europe 2022 Ticket is Right For You?

There are a few different in-person and virtual ticket types for ODSC Europe 2022. Which is right for you?

Volunteer for ODSC Europe 2022

Become a valued part of the ODSC community and connect with an incredibly motivated group of data science enthusiasts.

Video of the Week: Introduction to NLP and Topic Modeling

This session is for those who want to learn the basic introduction of analyzing text data, and more advanced NLP handling techniques — word vector, and topic modeling. By completing this session, you will become familiar and comfortable with the basic concepts and techniques for how to start NLP modeling. Plus, you should be able to understand topic modeling and its commonly used methodologies.

This is your chance to upgrade your skills by taking a deep dive into machine and deep learning. Sign up for ODSC Europe 2022’s Mini-Bootcamp and save 40%.

Register by Friday for 40% off.

Upcoming Webinars:

Hopsworks: The Python-centric Enterprise Feature Store

Tue, May 17, 2022 12:00 PM — 1:00 PM EDT

In this talk, we will explore how the open-source Hopsworks feature store can help Data Scientists who love Python to manage their features for training and serving models. Hopsworks provides native Python support for feature engineering, feature pipelines, low latency access to features for serving, online transformation functions, and data validation.

Build NLP Models with Azure ML AutoML NLP Capability

Thu, May 19, 2022 12:00 PM — 1:00 PM EDT

AutoML NLP allows you to build NLP models for tasks such as Multi-class Classification, Multi-label Classification, and Named Entity Recognition without writing any training code.




Collecting all of the best open data science articles, tutorials, advice, and code to share with the greater open data science community!

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