Using Graphs for Feature Engineering, Prompt Fine-Tuning for Generative AI, and Confident Data Science

ODSC - Open Data Science
ODSCJournal
Published in
5 min readSep 20, 2023

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GraphReduce: Using Graphs for Feature Engineering Abstractions

This tutorial demonstrates an example feature engineering process on an e-commerce schema and how GraphReduce deals with the complexity of feature engineering on the relational schema.

Mastering the Art of Prompt Fine-Tuning for Generative AI: Unleash the Full Potential

These six prompt fine-tuning tips will help you master all of your text- or image-based generative AI projects with ease.

Adam Ross Nelson on Confident Data Science

In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering.

ImageBind-LLM for Advancement in Multimodality Instruction-Following Modeling

Researchers have introduced ImageBind-LLM, a significant milestone in multimodality instruction-following models.

How to Land a Job After a Data Science Bootcamp

You just finished your data science bootcamp, what’s next? Follow these steps to successfully start your job search afterward!

Upcoming Event: AI Business Leaders Conference

October 18, 2023 | Northeastern University | Boston

Join us for a day-long event exclusively designed for business leaders, featuring captivating keynote presentations and interactive, actionable breakout sessions led by esteemed AI experts including Peter Norvig (Google/Stanford), Ashok Srivasta (CDO, Intuit) Michelle Gansle (VP of Global Insights and Analytics, McDonald’s) and Ronke Ekwensi (CDO, T-Mobile) and more.

Stay at the cutting-edge of data science and AI with ODSC’s LLMs, Prompt Engineering, and Generative AI courses, free with the purchase of an ODSC West pass. Sale ends Thursday!

DC Tech Leaders Endorse AI Regulation at Summit in Washington

Leaders of some of the largest tech companies met in Washington D.C. and have endorsed the idea of government regulation of AI.

MLCommons Unveiled New Benchmark Speed Test for Running AI Models

An AI benchmark group called MLCommons unveiled the results of some new tests that determine how quickly the best hardware can run AI models.

Rackspace Launches ICE: A Generative AI System to Fast-Track Repetitive Tasks and Quickly Analyze Private Data

Rackspace Technology Inc. has launched a new generative artificial intelligence system called ICE, designed to help businesses fast-track repetitive tasks and quickly analyze private data.

Alibaba’s Tongyi Qianwen AI Open to the Public

Alibaba released its Tongyi Qianwen AI model to the public in a move to show that the Chinese government hopes to support domestic AI.

Here are the First Speakers for the AiX Business Summit This Fall

Representing NVIDIA, Fujitsu, AtScale, and other AI leaders, these are a few of the first-announced speakers coming to the AiX Business Summit soon.

9 Reasons Why Your Boss Wants You at ODSC West 2023

From learning new content to generating more leads, here are a few reasons why your boss would want you at ODSC West this year.

10 Trending Topics Coming to ODSC West 2023

With topics like monitoring drift, AI in gaming, and LLMs, these are a few trending topics coming to ODSC West in a few weeks.

Pre-Bootcamp Primer Courses

These primer courses can be taken stand-alone or as part of our Mini-Bootcamp series. This foundations series is built from the ground up to boost your understanding of data-centric AI

Video of the Week: Leveraging Generative AI in Education

In this captivating video, A M Aditya, Co-Founder & CTO of Xaltius delves into the dynamic world of education transformed by Generative AI. Discover how Generative AI, a revolutionary innovation in Artificial Intelligence, is reshaping learning experiences and empowering students globally.

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!

Upcoming Webinars:

Unlocking the Power of Knowledge Graphs for Generative AI in Enterprise Environments

Wed, Sep 27, 2023 12:00 PM — 1:00 PM EDT

In less than a year, Generative AI has transformed from a niche technology to a sought-after capability across industries. However, unlocking its potential in enterprise environments requires addressing critical concerns related to accuracy, privacy, and legality. This webinar will equip you with the knowledge and strategies to make Generative AI a success within your organization.

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

Fri, Sep 29, 2023 12:00 PM 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.

Time Series Forecasting: ARIMA, Prophet, vs. Advanced Feature Engineering

Thu, Oct 5, 2023 12:00 PM — 1:00 PM EDT

Join dotData Sr. Data Scientist Sharada Narayanan as she dives into the strengths, uses, and limitations of popular time-series forecasting techniques like ARIMA and Prophet. Sharda will walk through real-world examples, share code snippets, and explore how ARIMA Prophet compares when building models using Feature Engineering techniques and advanced machine learning algorithms.

Lightning Interview: “No-Code and Low-Code AI: The New Era of Inclusive Tech Development”

Fri, Oct 20, 2023 1:00 PM EDT

This live, virtual lightning interview, with Gwendolyn D. Stripling, PhD, Lead AI & ML Content Developer at Google Cloud and author of Low-Code AI: A Practical Project-Driven Introduction to Machine Learning, will explore how low- and no-code AI is ushering in an era for more inclusive tech development. Discover how aspiring citizen data scientists, business analysts, data analysts, students, and data scientists can get hands-on and experiment with and work on tech development.

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ODSC - Open Data Science
ODSCJournal

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