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

Top Data Engineering Platforms, 2021 AI News, Responsible AI Open-Source Toolkits, and Jobs

20 Data Engineering Platforms & Skills Needed in 2022

We looked at over 18,000 resumes, and here are the most in-demand data engineering platforms and skills for 2022.

How to Choose the Right Estimator for Your Machine Learning Task

In this article, we will follow a flowchart to get a rough idea of how to approach problems with regard to which estimators to try on your data.

15 Open Source Responsible AI Toolkits and Projects to Use Today

People are becoming increasingly aware of the dangers of AI black boxes, however, there are a number of open-source responsible AI toolkits and projects to help with transparency.

What’s the Main Priority for Data Labeling in Modern ML, Quality or Scale: Experts Weigh In

Read insights from different experts on what should be the priority for data labeling in machine learning — quality or scale.

The Top AI News from 2021 — Advancements in Medicine, Algorithms, and More

Here are our picks for the top AI news stories from 2021, covering advancements in healthcare, unique algorithms, and more.

Google AI Proposes Temporal Fusion Transformers for Multi-Horizon Time Series Forecasting

Google researchers recently explained how they developed and used the company’s Temporal Fusion Transformer (TFT) to achieve more progress with time-series predictions.

Using Data Science to Develop a Winning Business Strategy Part 1

In this first part of a three-part series, we discuss the foundations of how you can use data science to create a successful business strategy.

Join acclaimed instructor and expert, Dr. Jon Krohn, for a deep dive into the theory and practical applications of deep learning.

Register here.

Three Jobs Available at ODSC — Learn More and Apply Here

We’re hiring! There are now three available jobs at ODSC, and they’re all great ways to connect with the ODSC community. Learn more and apply here.

Data Science Skills for 2022: What’s In-Demand For the Year Ahead?

From ModelOps to feature stores and more, here are ten data science skills that will help you get ahead in 2022 and beyond.

ODSC East 2022 Call for Volunteers

Become a valued part of the ODSC Community and connect with an incredibly motivated group of data science enthusiasts — and attend the event for free in exchange.

Upcoming Webinars:

Overcoming Imposter Syndrome in STEM

Wed, Feb 2, 2022 12:00 PM — 1:00 PM EST

Join the webinar with an all-star group of panelists to talk about what imposter syndrome means, how to overcome the self-doubt it brings and how our very own brightest alumni have dealt with it themselves.

Lightning Interview: “Ace the Data Science Interview”

Fri, Feb 4, 1:00pm EST

Want to ace your upcoming Data Science job interview? Learn how to best prepare for data job interviews, and hear Nick’s contrarian job hunting tips that led him to work at Facebook, Google, and an ML startup.

Medical Imaging with Azure Machine Learning

Tue, Feb 8, 2022 12:00 PM — 1:30 PM EST

The purpose of this session is to demonstrate how Azure Machine Learning can be used to support medical imaging and other use cases in areas like data and model management, deployment, experiment tracking, and explainability.

ODSC East Bootcamp Warmup: Data Literacy

Tue, Feb 15, 2022 12:00 PM — 1:00 PM EST

Whether you are looking to upskill or reskill in AI, this first session in a three-part series is a must-attend. In this tutorial, you will discover how to use data to take advantage of trends.

How to set up an ML data labeling pipeline: best practices and examples

Tue, Feb 22, 2022 1:00 PM — 2:00 PM EST

In this session, Magda Konkiewicz will show you how to build data labeling pipelines through crowdsourcing.

Introducing Quine: A Streaming Graph for Modern Data Pipelines

Thu, Mar 3, 2022 1:00 PM — 2:00 PM EST

In this talk, we will explain how Quine works under the hood, discuss some of the interesting and brain-bending challenges the team had to confront in order to create it, and show some uses cases to illustrate why it’s important for modern data pipelines.

ODSC East Bootcamp Warmup: AI Literacy

Tue, Mar 15, 2022 12:00 PM — 1:00 PM EDT

This tutorial will focus on our AI Literacy Glossary so you can understand the key terminology when communicating with AI experts.




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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