ChatGPT: The Google Killer, Distributed Training with PyTorch and Azure ML, and Many Models Batch Training

ODSC - Open Data Science
ODSCJournal
Published in
4 min readFeb 17, 2023

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Distributed Training with PyTorch and Azure ML

Continue reading to learn the simplest way to do distributed training with PyTorch and Azure ML.

Many Models Batch Training at Scale with Ray Core

In this blog, we demonstrate how to conduct batch training on the NYC Taxi Dataset using only Ray Core and stateless Ray tasks.

Five Ways to Safely Use Generative AI

From workers using chatbots as research assistants to creating art through image generators and more, here are a few ways that you can safely use generative AI.

What to Expect in 2023: A Data Scientist’s Top 5 AI Predictions

Between improved NLP and increased use of AI in finance, here are one data scientist’s 2023 AI predictions.

How Text Analytics and AI Can Help Investigators Combat Human Trafficking

Assessing large quantities of narrative data for patterns using manual analysis alone can be time-consuming and produces limited qualitative results. Here’s how you can uncover actionable textual and geospatial patterns related to counter human trafficking using NLP.

Revolution of AI: Will ChatGPT Replace Search Engines in 2023?

Some people are calling ChatGPT the Google Killer, as it can be used like a search engine. Here’s why that may or may not be true.

Master the fundamentals before ODSC East 2023 with the pre-conference virtual live training included in a Mini-Bootcamp Pass. Over the course of four sessions, you’ll learn the concepts and vocabulary you need to get the most out of your conference experience.

Register now for 50% off.

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Winning the Room: Creating and Delivering an Effective Data-Driven Presentation

Delivering an effective data-driven presentation to a live audience isn’t the same as discussing technical details with peers or compiling a written document. This is especially true when, as is often the case, the presentation is for a largely nontechnical audience.

8 Potential Technosignatures Found Beyond Our Solar System Thanks To Machine Learning

With the aid of machine learning, 8 potential technosignatures have been found around five nearby stars.

Google Introduces MusicLM — Text Prompt Music Generator

Recently, Google introduced MusicLM, a text-prompt music generator that can create musical audio from text descriptions.

OpenAI Releases AI Detection Tool to Curb ChatGPT Abuse

OpenAI has released an AI detection tool in a bid to curb ChatGPT abuse in academia. The new tool is designed to help teachers and professors to identify content written by AI.

Google Launches Bard, a Challenge to Rival ChatGPT

Google has recently launched Bard, a new AI tool that promises to revolutionize conversational AI, and could rival the wildly popular ChatGPT.

16 Companies Leading the Way in AI and Data Science

These companies are leading the way in data science and AI, and will all be present at ODSC East 2023 this May. Learn more about the work they’re doing here!

Video of the Week: Streaming Featurization with Ibis, Substrait, and Apache Arrow

In this talk, you’ll learn how Two Sigma and Voltron Data are collaborating to improve the performance of featurization workflows using the Ibis, Substrait, and Arrow software stack. Together, the three provide a complete solution for real-time streaming data processing, with Ibis providing high-level APIs for data processing and analysis.

Volunteer for ODSC East 2023

ODSC volunteers are an integral part of the success of each ODSC conference and a perfect extension of our core team and ambassadors to our community! Learn more about how you can volunteer for either the in-person or virtual team and get a free ticket to the event.

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Upcoming Webinars:

Responsible AI: Debugging AI models for errors, fairness, and explainability

Tue, Feb 21, 2023, 12:00 PM — 1:00 PM EST

This session will illustrate how to use model Error Analysis, Data Analysis, Explainability/Interpretability, Counterfactual/What-If, and Casual analysis to debug and mitigate model issues faster.

How to build stunning Data Science Web applications in Python

Thu, Feb 23, 2023, 12:00 PM — 1:00 PM EST

This webinar presents Taipy, a new low-code Python package that allows you to create complete Data Science applications, including graphical visualization and the management of algorithms, models, and pipelines.

Architectures for Running ML at the Edge

Tue, Feb 28, 2023, 12:00 PM — 1:00 PM EST

In this webinar, we will explore different paradigms for edge deployment of ML models, including federated learning, cloud-edge hybrid architectures, and standalone edge models.

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ODSC - Open Data Science
ODSCJournal

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