The NVIDIA AI Hackathon at ODSC West, Reinforcement Learning for Finance, the Future of Humanoid AI Robotics, and Detecting Anomalies

ODSC - Open Data Science
5 min readSep 26, 2024

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Unleash Innovation at the NVIDIA AI Hackathon at ODSC West 2024

Ready to put your data science skills to the test? Join us at the NVIDIA Hackathon during ODSC West for your chance at winning some amazing prizes.

Reinforcement Learning for Finance — Insights from Yves J. Hilpisch

In a recent Ai X podcast, Dr. Yves J. Hilpisch shared his deep insights on how reinforcement learning can be applied to finance, and why it might be one of the most transformative technologies in this space.

Using AI to Detect Anomalies in Robotics at the Edge

Integrating AI-driven anomaly detection for edge robotics can transform countless industries by enhancing operational efficiency and improving safety.

Explainable AI Models for Transparent Decision-Making in Cybersecurity

AI’s prevalence in cybersecurity decision-making increases as adoption barriers drop and its benefits become apparent. Where do explainable AI models come into play?

Develop ML/AI Faster With Guided Journeys And Fast Image Bakery

Outerbounds, the company behind the popular open-source ML/AI framework Metaflow, co-developed with Netflix, recently released several new features designed to accelerate the development of real-world ML/AI systems: Turn your Python environments into Docker images automatically, scale training easily, and deploy securely in your cloud accounts, including LLMs!

Industry, Opinion, Career Advice

The Future of Humanoid AI Robotics: Innovations from MIT, DeepMind, Tesla, and NVIDIA

Recent advancements by MIT, DeepMind, Tesla, and NVIDIA showcase the potential of combining cutting-edge AI technologies to revolutionize how robots interact with real-world environments.

ODSC Highlights

ODSC Europe 2024 Virtual Sessions Now Available On-Demand!

Missed out on ODSC Europe 2024 virtual sessions? Here’s everything that you can watch on-demand whenever you like!

10 of Our Favorite AI Slides from ODSC Europe 2024

These ten AI slides from ODSC Europe 2024 will teach you plenty about generative AI applications, the AI development lifecycle, RLHF, and plenty more.

11 Trending LLM Topics Coming to ODSC West 2024

If you’re interested in anything related to large language models, RAG, and fine-tuning LLMs, then you won’t want to miss these ODSC West 2024 sessions.

AI Startup Showcase

Unlocking Innovation: Explore Cutting-Edge AI Startups at ODSC West

No industry is immune from disruption and AI has become a core strategic advantage for many businesses. As part of our efforts to grow the data science community, we are offering our support to startups in these fields to help them spread the word to VCs, conference audiences, and the data science community.

AI Startup Make the Jump Dinner

Thursday, October 10th | 6:30pm to 8:30pm | San Francisco

If you are an experienced roboticist, AI, data science, or data engineering practitioner and exploring starting a company, ODSC in partnership with Cortical and Village Global would like to invite you to “make the jump” dinner. Apply now for a chance to participate, and we’ll be in touch if space is available.

ODSC & Google AI Meetup

Tuesday, October 15th | 6:00pm to 8:00pm | San Francisco

Join us for a special AI meetup on October 15th in San Francisco. This exclusive gathering will bring together the city’s AI community for an evening of networking, learning, and engaging with fellow enthusiasts and Google experts.

We’re thrilled to announce our first group of Keynote Speakers, representing the groundbreaking AI companies shaking up the industry including Anthropic, Voltron Data, NVIDIA, Google DeepMind, and Microsoft.

Learn more about the lineup here!

Data Science & AI News

ODSC’s AI Weekly Recap: Week of September 20th

This week’s AI Weekly Recap is all about YouTube’s new AI features, big updates to HubSpot’s AI tools, and OpenAI’s o1-Preview.

Sign up here to get this as a newsletter every Friday morning.

Anthropic Eyes $40 Billion Valuation in New Funding Round

Anthropic, a leading AI startup, is reportedly in early discussions to raise new funding, targeting a valuation of up to $40 billion.

BlackRock, Microsoft, and MGX Launch $100 Billion AI Infrastructure Partnership

BlackRock, Global Infrastructure Partners, Microsoft, and MGX have joined forces to establish the Global AI Infrastructure Investment Partnership.

YouTube Unveils New AI Features

YouTube has announced a major upgrade to its platform with the introduction of new generative AI features.

New Podcast Episode: AI for Robotics and Autonomy with Francis X. Govers III

In this episode of ODSC’s Ai X Podcast, we are joined by Francis Govers, a contributor to the design of over 30 manned and unmanned land, sea, air, and space vehicles, and an expert in robotics and autonomy.

Spotify | Apple | SoundCloud

Video of the Week: Reinforcement Learning with Human Feedback

Discover the power of Reinforcement Learning with Human Feedback in this insightful talk by Luis Serrano, PhD, a seasoned Machine Learning scientist and educator. Learn how human evaluations play a crucial role in fine-tuning Large Language Models and enhancing their text-generation capabilities.

Upcoming Webinars, Meetups, and Ai+ Live Training Sessions

Building Multimodal Question-Answering (RAG) system with Gemini

Thursday, September 26th, 12:00 PM ET

In this session, you will learn how you can leverage Gemini’s 2M context window and multimodal (text, image, audio & video) input to build a question-answering system for financial analysis. You will explore Vertex Gemini API, Vertex text embeddings, and Gemini’s cross-modal reasoning capabilities.

Q&A session with NVIDIA

Thursday, October 17th, 2024, 01:00 PM

Kick off the hackathon journey with an exclusive webinar featuring Jiwei Liu, NVIDIA Kaggle Grandmaster and Senior Data Scientist. Gain valuable insights and tips to give you an edge.

Ai+ Live Training: Structuring Healthcare Data for Usage with LLMs

Wednesday, October 16th

Getting your data RAG-ready for usage within LLM’s is no easy task. When your data consists of various patient chart document types (e.g. PDFs, HTML, PPT not to mention handwritten notes) you will have your work cut out for you. Join us in a workshop where we will structure healthcare patient data for usage with LLM’s. With the help of ‘unstuctured.io’ packages we will transform, clean, chunk, generate summaries and embeddings, then write our ‘structured’ healthcare data to a vector database (weaviate) where it can be used to interact with LLMs or Chatbots.

Developing Equitable AI Diagnostics: A Technical Approach to Bias Mitigation

Wednesday, November 13th, 2024, 01:00 PM

In this talk, we will explore the critical need for fairness in AI-driven healthcare, with a focus on mitigating bias in machine learning models. As AI systems become more integrated into healthcare diagnostics, addressing the disparities in model performance across diverse ethnic groups is paramount. This session will present a technical deep dive into the challenges of bias in medical imaging datasets and the resulting impact on healthcare outcomes for underrepresented populations.

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ODSC - Open Data Science
ODSC - Open Data Science

Written by ODSC - Open Data Science

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