Monitoring and Managing Drift, Building a ChatGPT-Powered Voice Assistant, and Gen AI for Data Analysis

ODSC - Open Data Science
ODSCJournal
Published in
4 min readSep 8, 2023

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MLOps: Monitoring and Managing Drift

Your machine learning model is always going to change over time, so how do you monitor and manage drift when it occurs?

Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express

In this post, we’ll walk through how to build a simple chatbot powered by the ChatGPT language model (in this case GPT-35-Turbo).

Saturn: A New Approach to Training Large Language Models & Other Neural Networks

Here, we’ll outline Saturn, a recently open-source tool for training multiple large models simultaneously.

Representation Learning on Graphs and Networks

In this preview of an ODSC West 2023 talk, the speaker outlines his survey paper on graph representation learning.

Using Generative AI for Data Analysis and Visualization

Whether it’s through creating datasets for analysis or being a brainstorming partner, generative AI has plenty of uses in data analytics.

HubSpot Unveils HubSpot AI and New Sales Hub at INBOUND 2023

At INBOUND 2023, CRM leader HubSpot formally announced HubSpot AI and a new Sales Hub.

ODSC West Labor Day Flash Sale! Get your ODSC West pass by the end of the day Thursday to save up to $450 on 300+ hours of hands-on training sessions, expert-led workshops, and talks in Generative AI, Machine Learning, NLP, LLMs, Responsible AI, and more.

Catch this flash sale ASAP!

An AI Program Saves the Life of Man in Israel

A patient at the Galilee Medical Center in Nahariya had his life saved thanks to an AI warning of intracranial bleeding.

Walmart Empowering its Office Workers With Generative AI App

The nation’s largest supermarket chain, Walmart, has moved forward in providing over 50,000 office workers with a generative AI app.

US Copyright Office Open to Public Opinion on AI and Copyright

Starting on August 30th. the US Copyright Office opened a public comment period around AI and issues surrounding copyright.

Horror Icon Stephen King Isn’t Scared of AI

In an op-ed, horror icon Stephen King opened up about his work being used to train large language models and AI.

What’s New at the Ai X Business and Innovation Summit

The advent of generative AI and LLMs this past year has changed the landscape of industry and business. To address the rapidly changing needs and concerns of the business-minded members of our community, we’re revamping our Ai X Business and Innovation Summit, co-located with ODSC West 2023.

ODSC West Call for Volunteers

October 30th to November 2nd

Our Volunteer program is a great way to get involved in ODSC — one of the world’s largest conferences and communities of artificial intelligence and data science experts. Get a chance to collaborate with our community/media partner team and support us with the organization of ODSC West 2023!

Video of the Week: Orchestrating Data Assets instead of Tasks, with Dagster

Explore how orchestrators serve as the backbone for keeping data assets, from datasets to ML models, up-to-date and synchronized. If you’re fascinated by data engineering, machine learning, and the pivotal role of orchestrators.

Upcoming Webinars:

Lightning Interview: “Your LLM, Your Data, Your Infrastructure”

Fri, Sep 8, 2023 1:15–2:00 PM EDT

LLMs are the biggest thing in data science and AI right now, but how do you get started? In this upcoming interview with Sharon Zhou, PhD, Co-Founder & CEO of Lamini we’ll talk more about the data that goes into LLMs and some architecture considerations.

Leveraging Location Intelligence Data for Data Scientists: Enhancing Analytics & Applications Across Industries

Tue, Sep 19, 2023 12:00 PM — 1:00 PM EDT

This presentation aims to provide a comprehensive overview of location data, its challenges and applications, and its value to data scientists in their analytics processes.

Lightning Interview: “AI Code Assistants & The Future of Software Development”

Fri, Sep 29, 2023 12:00PM EDT

AI code assistants have the potential to not only free developers from time-consuming, repetitive tasks, and make code accessible to a wider range of roles and skill levels, but also to introduce increased privacy and security risk, as well as bias.

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ODSC - Open Data Science
ODSCJournal

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