10 Essential LLMs Topics to Know, LLMOps and MLOps, and Trending Open-Source Data Visualization Tools

ODSC - Open Data Science
ODSCJournal
Published in
3 min readOct 26, 2023

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10 Essential Topics to Master LLMs and Generative AI

In this blog, we’ll explore ten key aspects of building generative AI applications, including large language model basics, fine-tuning, and core NLP competencies.

LLMOps — The Next Frontier of MLOps

In our recent interview with Sahar Dolev-Blitental of Iguazio, we discussed LLMOps, its uses, and best practices. Read on for a recap of the talk here.

7 Trending Open Source Tools for Data Visualization in 2023

These seven trending tools for data visualization should help you make sense of your data so that all stakeholders can find the insights they need.

Trending AI GitHub Repos: Week of October 16, 2023

This week’s trending GitHub AI repos are highlighted by tools that help with file management, streamline LLM development cycles, and more.

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Industry, Opinion, Career Advice

Establishing Standards for Responsible Generative AI

The advent of generative AI has called for more insights into ethical and responsible standards, such as designing for responsibility and improved communication.

Data Science & AI News

NVIDIA DGX Cloud and AI Enterprise Now in Oracle Cloud Marketplace

NVIDIA’s DGX Cloud AI supercomputing platform and NVIDIA AI Enterprise software have made their debut in the Oracle Cloud Marketplace.

WHO Releases Outline for Considerations in Regulating AI for Healthcare

The WHO has released a comprehensive publication outlining key regulatory considerations for AI in healthcare.

Stanford Researchers Urge Tech Companies to be More Transparent

Researchers from Stanford University have released a report urging companies to reveal more information related to data and human labor.

ODSC Highlights

Introducing the Free ODSC West Open Pass

The free ODSC West Open Pass grants you access to the AI Expo Hall, Keynote talks, and more. Learn more here!

Find Your AI Solutions at the ODSC West AI Expo

Learn about the best AI solutions for your organization at the ODSC West AI Expo & Demo Hall during these Demo Theater sessions!

Video of the Week: Enabling AI Transformation: MLOps Infrastructure, AI Command Centre & Data Science in Telecom

In this comprehensive presentation, dive deep into the strategic implementation of Data Science, a driving force behind customer satisfaction and business growth. Discover the innovative AI Command Centre and its intricate MLOps infrastructure, all laid out in our architecture diagram for a holistic understanding.

Upcoming Webinars:

Augmenting PromptOPS with Partner Products: A Comprehensive Framework for Input-Output Guardrails in Large Language Models

Tue, Nov 14, 2023 12:00 PM — 1:00 PM EST

In this session, we introduce a robust framework, developed at Oracle, for augmenting PromptOPS, a prominent orchestration system for LLMs, with integrated solutions from our strategic partners. Our approach involves encapsulating LLMs within a well-defined boundary of operational guardrails, helping to safeguard the integrity, confidentiality, and accountability of data processed through these models.

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ODSC - Open Data Science
ODSCJournal

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