Cost-Effective Cloud Data Lakes, 10 Must-Read AI Books, and the Free ODSC East Open Pass

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4 min readApr 18, 2024

ODSC East Open Pass

At the AI Solution Showcase Expo Hall, you’ll have the opportunity to explore cutting-edge AI solutions from industry leaders. From MLOps to machine learning to data analytics and more, you’ll see firsthand how AI can improve your business outcomes.

Register for free here!

Unlock Safety & Savings: Mastering a Secure, Cost-Effective Cloud Data Lake

As data lakes expand, they bring forth challenges in security, access control, cost management, and monitoring.

Podcast: Deciphering Data Architectures with James Serra

In this episode, James Serra, author of “Deciphering Data Architectures,” joins us to discuss his book and dive into the current state and possible future of data architectures.

Data Masking is Becoming a Must for Many Organizations

Data masking is one of the key solutions organizations use to continue using data without violating privacy and confidentiality requirements.

How Data Security Posture Management Protects Against Data Breaches

DSPM automates the discovery, classification, and mapping of the data. Then, it assesses the hacking risk and does continual incident response and remediation.

Reliable Data Orchestration for AI Applications

In this blog post, we discuss how Dosu — an exciting new company in the AI space — uses Astronomer to manage its data pipelines, and how Dosu supports the Astronomer team in helping maintain Cosmos, which simplifies how data engineers integrate dbt with Airflow.

Accelerating ML Application Development: Production-Ready Airflow Integrations with Critical AI Tools

Apache Airflow is at the core of many teams’ ML operations, and with new integrations for LLMs, Airflow enables these teams to build production-quality applications with the latest advances in ML and AI.

How to Accelerate AI with Apache Airflow

Apache Airflow is playing a key role in the AI/ML initiatives of modern enterprises. Find out how to start delivering production-ready AI with Airflow in this free ebook by Astronomer.

Industry, Opinion, Career Advice

10 Best Books to Teach You About Artificial Intelligence in 2024

These ten artificial intelligence books will get you started on your journey to learn more about this influential and explosive field.

Attend ANY 1 Day of East and get access to ALL sessions on that day and Networking+ Events on that day.

Make the most of your limited available time with hands-on training and expert-led workshops on Generative AI, Machine Learning, LLMs, MLOps, and more! Register here!

Data Science & AI News

ODSC’s AI Weekly Recap: Week of April 12th

This week’s AI Weekly Recap is all about Microsoft’s new London AI hub, OpenAI/Meta’s advanced AI models, and an AI task force. Sign up here to get this as a newsletter every Friday morning.

The Nation of Spain and IBM Partner to Advance AI

IBM and the Spanish Government have agreed to a collaborative partnership to further AI strategy while building Spanish language AI models.

New Survey Shows AI May Be Reducing Worker Numbers

In a new survey, the Adecco Group has unveiled insights that predict a significant transformation in the global employment landscape.

Tesla CEO Elon Musk Boosting Salaries in Bid to Fight Off OpenAI Poachers

In a bid to fight off OpenAI poachers, Tesla CEO Elon Musk announced significant pay raises for the company’s AI engineers.

J.P. Morgan’s Jamie Dimon Compares AI to the Printing Press

J.P. Morgan Chase’s CEO, Jamie Dimon, compares AI development and effects to the printing press.

California’s Representatives Establish AI Task Force

California’s representatives have established an AI task force to focus on potentials and risks associated with AI.

ODSC Highlights

The AI Expo Hall and Other Ways to Attend ODSC East 2024 for Free

Here’s a detailed rundown of what you can expect from the world’s leading data science conference with the free ODSC Open Pass, including networking, an expo hall, and more.

Machine Learning for Biotech, Biopharma, and ML Safety Sessions Coming to ODSC East 2024

Machine learning drives the development of biotech, biopharma, and safety, and these ODSC East sessions will show how to make it all happen.

New Podcast Episode: The Shifting LLM Landscape: Beyond GPT-4 and One-Size-Fit-All to Open Source and Task-Specific LLMs with John Dickerson

In this episode, John Dickerson, co-founder and Chief Scientist of Arthur AI, joins us for a conversation about the shifting large language model landscape. He’ll discuss emerging alternatives to established giants like OpenAI and Anthropic, and how these new players are impacting the market.

Spotify | SoundCloud | Apple

Video of the Week: Truth Checker: Generative Large Language Models and Hallucinations

This session aims to unveil the mechanisms of Truth Checker models that pinpoint and mitigate these hallucinations, paving the way for more reliable applications of LLMs in both enterprise and end-user contexts without the need for human oversight.

Upcoming Webinars and Meetups:

Enhancing Security Report Generation with RAG and Fine-Tuned Language Models: Integrating Account Telemetry and OCI Cloud Guard

Tue, May 7, 2024 12:00 PM — 1:00 PM EDT

In the rapidly evolving landscape of cyber security, the ability to swiftly generate comprehensive and accurate security reports is paramount. This session showcases an advanced approach that leverages RAG and fine-tuned LLMs, such as Cohere and Llama2, to automate the creation of detailed security reports. By incorporating account telemetry and network traffic logs as RAG, this method enhances the report’s contextuality and relevance, ensuring precise and insightful incident narratives and breach analyses.

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ODSC - Open Data Science
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