2022 Data Science and AI Research Round-Up, Why Data Scale Size Matters, and a Holiday Gift Guide

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4 min readDec 22, 2022

2022 Data Science Research Round-Up: Highlighting ML, AI/DL, & NLP

Our 2022 data science research roundup highlights topics like machine intelligence, deep classifiers, stable diffusion, and more. Read the papers here!

The Top Blogs on OpenDataScience in 2022

What a year for data science blogs! Our top blog roundup for the year highlights topics like Python IDEs, data viz datasets, and controversial news.

Why Data Scale Size Matters When It Comes to Improving Deep Learning Model Stability

Is it a drawback or an advantage to scale back on the data set size for stability and efficiency? Here’s why data scale size matters when improving deep learning model stability.

Build AI Better with the Top Virtual Sessions from ODSC West 2022

Learn to build AI better with the top virtual sessions from ODSC West 2022, covering topics like generative modeling and reinforcement learning.

The Ten Most Important Data Science GitHub Repositories for 2022

We looked at all data science GitHub repositories and Python download stats and picked out ten of the most important and popular ones that made an impact this year.

Top Data Science Books to Get as Gifts for the Holidays

Here, you’ll find some of the best data science books by the leading experts to get for your friends in AI, just in time for the holidays!

The holidays are here! Treat your loved one (or yourself) to 70% off any in-person ODSC East 2023 pass and get free access to Ai+ Training for 6 months. Get the deal now!

Trending AI Healthcare and Biopharma News in 2022

From detecting diseases to discovering every known protein, here’s the top AI healthcare and biopharma news from 2022.

Jon Lai of Riot Games and A16z Opens Up About AI In AAA Games

In a lengthy Twitter thread, former product manager of Riot Games, Jon Lai, went into detail about the current use of AI in video game development.

ArtStation Creators Have United in Protest Against AI Art — NVIDIA Creative Director Hexeract Reacts

Recently, ArtStation creators have joined in solidarity against the use of AI-generated art on the platform. Now, NVIDIA’s Hexeract has chimed in as well.

China Targets AI-Generated Media With New Watermark Requirement

China has taken the first steps to ensure that AI-generated media is distinguishable. In a report from The Register, China’s Cyberspace Administration issued new regulations.

Announcing the Free Virtual Data Engineering Summit on January 18th

We’re excited to announce our new Data Engineering Summit, coming virtually on January 18th! Attend to learn about data engineering topics like data architecture, Apache Spark, big data, and more.

State of Machine Learning Survey

We need your help! We want to know how data scientists are using machine learning. Take a few minutes to fill out our survey and be entered to win a free pass to ODSC East!

Video of the Week: Create Multi-Stage, NLP Pipelines Quickly and Easily Using Azure Cognitive Services

Most document processing applications will use more than one stage or AI Model. The ‘proof of concept’ phase can be time-consuming when trying to test various algorithms on your own data. This presentation aims to provide guidance and resources to generate a multi-stage, cognitive pipeline in hours.

Upcoming Webinars:

Real-time Machine Learning with Hopsworks — an integrated Feature Store and Model Serving platform

Tuesday, January 17th, 2023 12:00 PM — 1:00 PM EST
In this webinar, we will analyze the synergies of an integrated Feature Store and Model Serving platform for the operationalization of real-time ML-enabled services, including the key MLOps principles needed to ensure integrated version management for upgrading and downgrading models and the features that feed them. We will show an implementation of a real-time, personalized recommendation system using Hopsworks.

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