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#Foundation Models

Showing: 143 courses
Stanford University

Robot Learning in the Era of Large Pretrained Models - Stanford Seminar

0 rewiews
Exploring interactive robot learning with large pretrained models, focusing on visual representations, data collection strategies, and leveraging language models for robotics applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
Stanford University

SleepFM - Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

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Explore SleepFM, a groundbreaking multi-modal foundation model for sleep analysis, leveraging brain, cardiac, and respiratory data to improve sleep stage classification and disorder detection.
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1 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Could a Purely Self-Supervised Foundation Model Achieve Grounded Language Understanding?

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Exploring the potential of self-supervised foundation models for grounded language understanding, discussing semantics, multi-modal streams, and causal abstraction in large networks.
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14 Lesons
35 minutes
On-Demand
Free-Video
Santa Fe Institute

Are Foundation Models Castles in the Air?

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Explore the trustworthiness and effectiveness of foundation models in AI with Stanford professor Percy Liang, examining their potential and limitations for human-computer interaction and continuous learning.
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1 Lesons
37 minutes
On-Demand
Free-Video
Weights & Biases

AI Transformation in Enterprise Data Strategies - Snowflake CEO Sridhar Ramaswamy

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Explore the transformative impact of AI on enterprise data strategies in this 56-minute video featuring Snowflake CEO Sridhar Ramaswamy. Delve into Ramaswamy's journey from Google to Snowflake, the evolving role of foundation models, and Snowflake's AI s…
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12 Lesons
56 minutes
On-Demand
Free-Video
Montreal Robotics

New Perspectives on Harnessing Foundation Models for Robot Learning

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Explore innovative approaches to integrating foundation models in robotics, focusing on multi-robot collaboration and articulated object reconstruction for enhanced real-world applications.
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1 Lesons
43 minutes
On-Demand
Free-Video
Broad Institute

Foundation Models for Therapeutic Design and Treatment Prediction

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Explore foundation models for therapeutic design and treatment prediction, focusing on novel insights in biomedical research and machine learning advancements.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Beyond the Model Zoo - Optimizing Foundation Models for Your Application

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Optimize foundation models for specific applications, exploring techniques beyond pre-trained models to enhance performance and efficiency in machine learning projects.
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Reproducibility and Data Version Control for LangChain and LLM/OpenAI Models

0 rewiews
Explore reproducibility and data version control for LangChain and LLM/OpenAI models using lakeFS. Learn to manage large datasets efficiently and achieve reproducibility in LLM applications.
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1 Lesons
58 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Understanding Foundation Models: A New Paradigm for Building and Productizing AI Systems

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Explore foundation models as a new AI paradigm. Learn practical ways to leverage these models in building and productizing AI systems for your company.
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1 Lesons
33 minutes
On-Demand
Free-Video
Anyscale

Uber's Journey in Building Multi-Modal Foundation Models

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Dive into Uber's approach to developing in-house multi-modal foundation models, optimizing earner onboarding and screening processes globally using Ray for distributed training and deployment.
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1 Lesons
35 minutes
On-Demand
Free-Video
Anyscale

Foundation Models in Drug Discovery - Ray Summit 2024

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Explore how foundation models are revolutionizing drug discovery across multiple biological domains. Gain insights into Recursion's large-scale approach using GPUs, robotics, and petabytes of data to transform pharmaceutical innovation.
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1 Lesons
21 minutes
On-Demand
Free-Video
Simons Institute

From Risk to Resilience - Risk Assessment, Safety Alignment, and Guardrails for Foundation Models

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Explore comprehensive safety evaluation and enhancement strategies for foundation models, focusing on risk assessment, alignment techniques, and practical guardrail implementation for AI systems.
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1 Lesons
38 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Fine Tune Foundation Model con Python SDK para LLama2

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Aprende a realizar fine-tuning de modelos de lenguaje como Llama2 para clasificación de texto utilizando el SDK de Python de Azure ML Studio.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure Machine Learning - Fine Tune Foundation Model for Text Classification

0 rewiews
Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure ML: Punto de Inferencia Q&A con Foundation Model

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Crea un punto de inferencia en línea para modelos QA utilizando Azure Machine Learning Studio y el SDK de Python. Explora el catálogo de modelos base.
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1 Lesons
39 minutes
On-Demand
Free-Video
Google TechTalks

Differentially Private Synthetic Data Generation via Foundation Model APIs

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Explore generating high-quality differentially private synthetic data using foundation model APIs, overcoming challenges and achieving state-of-the-art results without accessing model weights.
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15 Lesons
56 minutes
On-Demand
Free-Video
Montreal Robotics

A General-Purpose Robotic Navigation Model

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Explore advancements in general-purpose robotic navigation models, including data sharing across robots, generalization capabilities, and applications like kilometer-scale navigation and open-vocabulary instruction following.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Montreal Robotics

From Words to Actions - Foundation Models for Generalist Robot Brains

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Explore the potential of Foundation models in robotics, discussing lessons from scaling robot data collection and strategies to leverage these models for practical applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
Montreal Robotics

Foundation Reward Models for General Robot Skill Acquisition

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Explore foundation reward models for general robot skill acquisition, leveraging non-robot data to enhance adaptability in unstructured environments.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Montreal Robotics

Building Adaptable Generalist Robots

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Explore cutting-edge approaches for building adaptable generalist robots, focusing on in-context learning, unsupervised reinforcement learning, and leveraging foundation models for improved generalization and task versatility.
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1 Lesons
48 minutes
On-Demand
Free-Video
Montreal Robotics

Sim2Robot - Training Robots for the Real-World with Imperfect Simulators

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Explore innovative methods for training robots using imperfect simulators, focusing on navigation and pick-and-place tasks. Learn about leveraging large-scale learning, hierarchical control, and foundation models for real-world deployment.
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1 Lesons
46 minutes
On-Demand
Free-Video
Simons Institute

Federated and Collaborative Learning - Session 1

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Explore cutting-edge topics in federated learning, including data valuation, privacy, uncertainty quantification, and scaling to foundation models, presented by leading experts in the field.
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1 Lesons
48 minutes
On-Demand
Free-Video
Data Science Dojo

Boosting LLMs Performance with Retrieval-Augmented Generation

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Enhance LLM performance with RAG: Incorporate external data into prompts, personalize for specialized domains, and keep information current through updatable knowledge libraries.
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1 Lesons
48 minutes
On-Demand
Free-Video
Snorkel AI

How Data Can Close the Foundation Model Performance Gap

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Explore data-centric development's role in bridging the gap between AI's power and its practical value for companies, focusing on Foundation Models.
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1 Lesons
23 minutes
On-Demand
Free-Video
Snorkel AI

Google's Cloud Partner Engineer Chief on AI Ethics - Challenges and Benefits of Foundation Models for Enterprises

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Explore challenges and benefits of Foundation Models for enterprises, focusing on inadequacies in current ML pipelines for FM development workflows.
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1 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Reducing Recruiting Costs Using Databricks Foundation Models

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Explore how Databricks Foundation Models and multi-agent approach streamline technical candidate evaluation, reducing recruiting costs and improving efficiency in the hiring process.
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1 Lesons
12 minutes
On-Demand
Free-Video
MICDE University of Michigan

Poseidon: Efficient Foundation Models for PDEs - Tutorial 1

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Explore efficient foundation models for PDEs with Poseidon, focusing on innovative techniques and applications in computational science.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Simons Institute

Towards Foundation Models for Graphs

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Explore cutting-edge research on foundation models for graph data structures, examining their potential applications and implications for AI and machine learning.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
MICDE University of Michigan

AI Foundation Models for Materials Science

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Explore AI foundation models' applications in materials science, focusing on advancements and potential breakthroughs in the field.
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1 Lesons
29 minutes
On-Demand
Free-Video
SNIAVideo

Training Deep Learning Models in the Cloud - Infrastructure Considerations and Best Practices

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Explore deep learning infrastructure considerations for cloud and on-premises deployments, covering scalability, performance optimization, and operational challenges in AI model training.
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20 Lesons
56 minutes
On-Demand
Free-Video
Open Data Science

Leveraging Large Language Models for ETL, Analytics, and Modern Data Stack

0 rewiews
Discover how Large Language Models revolutionize data workflows, from ETL processes to analytics automation, with practical insights on implementation challenges and production deployment strategies.
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6 Lesons
21 minutes
On-Demand
Free-Video
Scrimba

Demystifying AI: Foundation Models and Their Applications - with Tom Chant

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Explore AI foundation models with Tom Chant: learn their functionality, applications, and how to leverage them for innovative front-end development projects.
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1 Lesons
49 minutes
On-Demand
Free-Video
Code Sync

How to Regulate Large Language Models - Lambda Days 2023

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Explore the legal and societal risks of large language models, their impact on EU policy debates, and potential regulations for a human-centered AI approach in Europe.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
The Full Stack

Foundation Models - FSDL 2022

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Explore Transformers, Large Language Models, prompt engineering, and innovative applications like CLIP and image generation in this comprehensive overview of foundation models.
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7 Lesons
1 hour
On-Demand
Free-Video
Rob Mulla

Testing Open Source and Offline GPT with H2O.AI

0 rewiews
Explore offline, open-source GPT models with h2o.ai. Learn about foundation models, fine-tuning, and comparing h2oGPT to ChatGPT. Discover document grounding and get a glimpse of LLM Studio.
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10 Lesons
1 hour
On-Demand
Free-Video
Data Science Dojo

Foundation Models and Generative AI - Future of Generative AI - What are Foundation Models?

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Explore foundation models and generative AI with venture capitalist Jon Turow. Learn about industry trends, investment perspectives, and the future implications of this rapidly evolving technology.
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7 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Data Science Dojo

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

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Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.
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10 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Linux Foundation

MindSpore's Foundation Model Platform - Promoting Ecological Development

0 rewiews
Explore MindSpore's platform for foundation models, enabling online experience, fine-tuning, and ecosystem development. Discover free training modules and AI competitions to advance deep learning innovation.
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1 Lesons
24 minutes
On-Demand
Free-Video
Alan Turing Institute

How to Regulate Foundation Models: Beyond the EU AI Act

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Exploring governance of large AI models, examining unique features, legal issues, and the EU AI Act's risk-based approach. Expert panel discusses ethical and regulatory challenges.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Alan Turing Institute

Exploring Foundation Models - Session 3

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Dive into the world of foundation models with experts Anthony Cohn and Yarin Gal, exploring cutting-edge developments and implications in artificial intelligence.
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1 Lesons
58 minutes
On-Demand
Free-Video
Alan Turing Institute

Exploring Foundation Models - Session 1

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Dive into foundation models with experts discussing their impact, challenges, and future potential in AI research and applications.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Training Foundation Model Workloads on Kubernetes at Scale with MCAD

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Explore how IBM's Vela supercomputer uses MCAD to queue custom resources for large-scale AI training on Kubernetes, enabling flexible frameworks and fault tolerance across hundreds of GPUs.
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1 Lesons
26 minutes
On-Demand
Free-Video
1littlecoder

AI News: Open Source Advancements and Recent Developments

0 rewiews
Explore latest AI advancements: new models, papers, and tools. Learn about HyperAttention, MemGPT, Self-RAG, PaLI-3, Fuyu-8B, MistralLite, and more. Stay updated on AI developments in various domains.
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19 Lesons
24 minutes
On-Demand
Free-Video
Scrimba

The Rise of AI Engineering - Making an Industry with Swyx

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Explore the emergence of AI engineering with Swyx, covering industry trends, AI vs ML engineering, demand-supply dynamics, and successful AI products. Gain insights into this evolving field and its impact.
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1 Lesons
37 minutes
On-Demand
Free-Video
Paul G. Allen School

Generalizing Outside the Training Distribution through Compositional Generation

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Explore compositional generative modeling for AI generalization beyond training data, enabling complex planning and decision-making in unseen tasks and environments.
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1 Lesons
59 minutes
On-Demand
Free-Video
Open Data Science

Orchestrating Generative AI Workflows to Deliver Business Value

0 rewiews
Explore leveraging Large Language Models in existing software ecosystems using Python. Learn to balance innovation with established practices, applying text-to-image and text-to-speech technologies for robust, production-ready AI systems.
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9 Lesons
27 minutes
On-Demand
Free-Video
Open Data Science

Recent Advances in Foundation Models: Scaling Laws, Emergent Behaviors, and AI Democratization

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Explore recent advances in foundation models, scaling laws, and emergent behaviors in AI. Learn about efforts to democratize AI and make cutting-edge technology accessible to all.
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7 Lesons
36 minutes
On-Demand
Free-Video
Valence Labs

Towards Foundation Models for Knowledge Graph Reasoning

0 rewiews
Explore ULTRA, a novel approach for universal and transferable graph representations in knowledge graph reasoning, enabling zero-shot inductive inference and fine-tuning on unseen graphs.
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7 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Labroots

Introducing REM-I: Deepcell's AI-Powered Instrument for Single Cell High-Dimensional Morphology Analysis

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Explore AI-powered single-cell morphology analysis with REM-I, combining high-resolution imaging and deep learning for comprehensive cellular insights.
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1 Lesons
42 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Towards Foundation Models for Electronic Health Records

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Explore foundation models for Electronic Health Records, examining their potential and limitations in healthcare decision support and data analysis.
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1 Lesons
28 minutes
On-Demand
Free-Video
GOTO Conferences

Serverless & Event-Driven Patterns for GenAI

0 rewiews
Explore serverless and event-driven patterns for GenAI, learning efficient architectures for hosting, training, and consuming AI solutions on AWS at scale. Gain insights into EDA options for various business use cases.
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12 Lesons
45 minutes
On-Demand
Free-Video
React Conferences by GitNation

The Rise of the AI Engineer

0 rewiews
Explore the emerging role of AI Engineers as applied AI shifts, creating new opportunities in Software 3.0. Learn about Foundation Models and their impact on software development.
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1 Lesons
23 minutes
On-Demand
Free-Video
Snorkel AI

Meet FLAVA: A Unified Vision and Language Foundation Model

0 rewiews
Explore FLAVA, a unified vision and language model, its architecture, and performance across 35 tasks. Learn about the journey towards creating this holistic foundation model for multimodal AI applications.
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7 Lesons
21 minutes
On-Demand
Free-Video
Snorkel AI

Businesses Must Move Fast to Catch the AI/ML Wave

0 rewiews
Discover insights on AI/ML adoption in business from McKinsey experts, emphasizing the urgency for companies to leverage these technologies for value creation.
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1 Lesons
22 minutes
On-Demand
Free-Video
Snorkel AI

How to Deliver Enterprise Value with Foundation Models

0 rewiews
Explore practical strategies for leveraging foundation models to deliver enterprise value, focusing on domain-specific workflows and improved accuracy for business applications.
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8 Lesons
24 minutes
On-Demand
Free-Video
Snorkel AI

What Exactly Is Generative AI?

0 rewiews
Explore the reality behind generative AI hype with insights from Cohere's engineering fellow at Snorkel AI's 2023 summit.
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1 Lesons
26 minutes
On-Demand
Free-Video
Snorkel AI

Supercharging LLM Performance Without AI Training

0 rewiews
Discover techniques to enhance large language model performance without additional training, focusing on innovative approaches and collaborative research findings.
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1 Lesons
20 minutes
On-Demand
Free-Video
Snorkel AI

Foundation Models Tutorial and Why Not to Fine-Tune Them

0 rewiews
Explore Foundation Models: capabilities, adaptation, risks. Learn why fine-tuning can distort pre-trained features and underperform. Gain insights into responsible AI development and interdisciplinary research approaches.
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1 Lesons
23 minutes
On-Demand
Free-Video
IBM Research

Using AI Models to Fight Climate Change in Kenya

0 rewiews
Explore how IBM and Kenya leverage AI and geospatial models to combat climate change through reforestation initiatives and water conservation efforts.
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1 Lesons
16 minutes
On-Demand
Free-Video
OpenSSF

Trojan Model Hubs: Hacking the ML Supply Chain and Defending Against Model Serialization Attacks

0 rewiews
Discover essential strategies for protecting ML systems from supply chain attacks, focusing on model scanning and cryptographic signing to defend against Model Serialization Attacks in public model hubs.
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1 Lesons
27 minutes
On-Demand
Free-Video
Snorkel AI

LIGER: Fusing Model Embeddings and Weak Supervision for Improved NLP and Vision Tasks

0 rewiews
Explore LIGER: a novel approach fusing foundation model embeddings with expert-driven labeling functions to enhance NLP and vision tasks.
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3 Lesons
11 minutes
On-Demand
Free-Video
Snorkel AI

The Ethical Implications of Building a Real-Life Skynet

0 rewiews
Explore the ethical challenges and limitations of generative AI, its potential for improvement, and its broader implications in the evolving landscape of artificial intelligence.
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1 Lesons
14 minutes
On-Demand
Free-Video
Snorkel AI

Building a Document Intelligence AI Application: Live Demo in Snorkel Flow

0 rewiews
Extract interest rate dividends from 10K documents using Snorkel Flow's foundation model-first workflow for document intelligence tasks.
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1 Lesons
11 minutes
On-Demand
Free-Video
Snorkel AI

Improving Data and Modeling for Computer Vision Applications

0 rewiews
Explore advancements in computer vision for data-centric image classification. Learn about visual prompts, parameter-efficient models, and adapting representations for improved performance and efficiency.
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1 Lesons
28 minutes
On-Demand
Free-Video
Snorkel AI

How Wayfair Uses AI to Build Better E-Commerce Experiences

0 rewiews
Explore Wayfair's ML strategies for enhancing e-commerce, from customer understanding to catalog enrichment. Learn about data-centric approaches and SME-DS collaboration for improved product discovery.
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1 Lesons
27 minutes
On-Demand
Free-Video
Snorkel AI

Tackling Advanced Classification Using Snorkel Flow

0 rewiews
Explore advanced classification techniques using Snorkel Flow, addressing challenges in label schema, high cardinality, and multi-label problems while leveraging foundation models for production-ready solutions.
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1 Lesons
29 minutes
On-Demand
Free-Video
Snorkel AI

The Making of RedPajama and the Future of Open-Source AI

0 rewiews
Explore the creation of RedPajama, an open-source AI project, and its impact on the future of AI. Learn about data collection and training processes for building leading open-source models.
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1 Lesons
28 minutes
On-Demand
Free-Video
Google Cloud Tech

Getting Started with Gemini on Vertex AI

0 rewiews
Explore Gemini on Vertex AI: Learn tools, techniques, and evaluation methods for building with foundation models in this introductory workshop.
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9 Lesons
18 minutes
On-Demand
Free-Video
Google Cloud Tech

Jumpstart Your AI/ML Program with Vertex AI Model Garden

0 rewiews
Explore Vertex AI Model Garden to easily deploy and manage state-of-the-art AI models, transforming your startup with minimal coding and effort.
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1 Lesons
29 minutes
On-Demand
Free-Video
MLOps.community

Foundation Models in the Modern Data Stack - Part 2

0 rewiews
Explore foundation models' applications in data analytics, cleaning, and linkage. Learn solutions for production deployment challenges in the modern data stack.
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11 Lesons
13 minutes
On-Demand
Free-Video
MLOps.community

LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities

0 rewiews
Explore challenges and opportunities in deploying GenAI solutions at enterprise scale. Learn about LLMOps, model selection, emerging stacks, and best practices for robust implementation.
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15 Lesons
13 minutes
On-Demand
Free-Video
MICDE University of Michigan

GENIE: Generative Foundation Models for Automated Climate Science

0 rewiews
Explore generative foundation models for automated climate science with Rose Yu's GENIE project, advancing AI applications in environmental research.
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1 Lesons
21 minutes
On-Demand
Free-Video
MICDE University of Michigan

Foundation Models for Materials Synthesis

0 rewiews
Explore foundation models for materials synthesis, focusing on AI-driven approaches to accelerate discovery and innovation in materials science.
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1 Lesons
26 minutes
On-Demand
Free-Video
Anyscale

Simplified Training, Tuning and Deployment of Foundational Models as a Service with Red Hat OpenShift

0 rewiews
Simplify end-to-end lifecycle of foundation models using Red Hat OpenShift Data Science. Learn about cloud-native, scalable stack for training, tuning, and inferencing with integrated open-source components.
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1 Lesons
28 minutes
On-Demand
Free-Video
Open Data Science

Tabular Learning: Skrub and Foundation Models - Automating Data Wrangling

0 rewiews
Explore tabular learning with skrub library, automating data wrangling and simplifying complex pipelines for efficient machine learning on organizational data.
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1 Lesons
22 minutes
On-Demand
Free-Video
Roboflow

Advanced Computer Vision Workflows with Foundation and Custom Models

0 rewiews
Build computer vision applications by combining foundation models like Segment Anything 2 with custom trained models like YOLOv8, using Roboflow Workflows for efficient and powerful image processing pipelines.
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1 Lesons
11 minutes
On-Demand
Free-Video
IBM

AI, Machine Learning, Deep Learning and Generative AI Explained

0 rewiews
Explore AI, ML, DL, and Generative AI concepts, their evolution, and impact. Learn about large language models, chatbots, and deepfakes while clarifying misconceptions in this concise overview.
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1 Lesons
10 minutes
On-Demand
Free-Video
Paul G. Allen School

Generative AI for Multimodal Biomedicine

0 rewiews
Explore groundbreaking developments in multimodal biomedical AI, covering advanced foundation models for pathology imaging, retinal analysis, and integrated biomedical imaging across multiple modalities.
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1 Lesons
32 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

The Dual Nature of Consistency in Foundation Models - Challenges and Opportunities

0 rewiews
Explore the complexities of consistency in Large Language Models, including measurement methods, mitigation strategies, and leveraging opportunities for improved model reliability.
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1 Lesons
36 minutes
On-Demand
Free-Video
Cloud Security Alliance

Improving Security Outcomes with Generative AI

0 rewiews
Discover how to leverage foundation models and generative AI to enhance security operations, reduce risks, and implement practical AI solutions for your security team.
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1 Lesons
33 minutes
On-Demand
Free-Video
Conf42

Mastering Generative AI: Harnessing AWS GenAI for Your Solutions

0 rewiews
Explore AWS GenAI solutions, from foundation models to Amazon Bedrock and Claude 3. Learn about customization, knowledge bases, agents, and CodeWhisperer for innovative AI implementation.
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23 Lesons
59 minutes
On-Demand
Free-Video
Conf42

Build and Orchestrate Serverless Generative AI Applications

0 rewiews
Learn to build and orchestrate serverless generative AI applications using AWS services like Amazon Bedrock and Step Functions. Explore integration techniques, error handling, and human feedback loops in AI workflows.
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42 Lesons
43 minutes
On-Demand
Free-Video
Conf42

Operational Excellence for LLMs Using Amazon Bedrock - Conf42 LLMs 2024

0 rewiews
Explore operational excellence for LLMs using Amazon Bedrock. Learn design principles, LLMOps, model lifecycle, customization, and architectural patterns for effective implementation and evaluation.
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26 Lesons
33 minutes
On-Demand
Free-Video
Conf42

A Practical Guide to Securing Your AI Application

0 rewiews
Explore practical strategies for securing AI applications, from responsible AI principles to vulnerability control and evaluation techniques. Learn to implement guardrails and observability in generative AI projects.
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30 Lesons
33 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Large Language Models for Computational Biology - A Primer

0 rewiews
Explore large language models in computational biology, covering transformers, pretraining, and applications in genomics and single-cell analysis.
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24 Lesons
49 minutes
On-Demand
Free-Video
Montreal Robotics

Generative Artificial Intelligence for Decision Making in Robotics

0 rewiews
Explore generative AI's potential in robotics, leveraging video foundation models and internet-trained models to solve complex, long-horizon manipulation tasks efficiently.
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1 Lesons
46 minutes
On-Demand
Free-Video
Montreal Robotics

Towards High-Fidelity Open-Vocabulary 3D Scene Understanding

0 rewiews
Explore open-vocabulary 3D scene understanding using Transformer-based networks and foundation models. Learn about object segmentation, human body part segmentation, and vectorized floorplan reconstruction.
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1 Lesons
48 minutes
On-Demand
Free-Video
Inside Livermore Lab

Ontologies, Graph Deep Learning, and AI in Materials Science

0 rewiews
Explore ontologies, graph deep learning, and AI in materials science, focusing on advanced manufacturing and synchrotron science. Learn about innovative approaches for multimodal analysis and decision-making.
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1 Lesons
50 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Foundation Models and the Transfer of Embodied Autonomy

0 rewiews
Explore challenges in developing foundation models for sequential decision-making, including transfer learning, and discuss future research directions in embodied autonomy.
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1 Lesons
41 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

A Universe To Be Decided: Towards Specialized Foundation Models for Advancing Astronomy

0 rewiews
Explore specialized foundation models in astronomy, including AstroLLaMa-1 and AstroLLaVA, to enhance scientific inquiry and democratize access to astronomical knowledge.
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1 Lesons
49 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Computational Social Choice and AI Value Learning

0 rewiews
Explore computational social choice and AI value learning, focusing on misspecification in RLHF, model interpretability, and foundation model capability evaluations.
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1 Lesons
55 minutes
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Snorkel AI

Data-Centric Development is Key to Production-Level AI

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Explore data-centric AI development approaches for adapting foundation models to complex use cases, focusing on techniques for pre-training, instruction-tuning, and task-specific fine-tuning.
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48 minutes
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Snorkel AI

ROBOSHOT: Improving Foundation Model Performance Without Fine-Tuning

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Boost zero-shot foundation model performance with ROBOSHOT. Learn to improve robustness, reduce biases, and understand conditions for enhanced results without fine-tuning.
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36 minutes
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Snorkel AI

Alfred: Building Training Data with Foundation Models and Weak Supervision - Snorkel AI

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Streamline data labeling with Alfred, combining foundation models and weak supervision to create high-quality training datasets for academic research and machine learning projects.
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30 minutes
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Data Council

Building an Ecosystem for Open Foundation Models - Challenges and Opportunities

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Explore open source foundation model ecosystem development, balancing data quality, architecture, and infrastructure while optimizing GPU clusters and enhancing model quality through structured data reasoning.
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34 minutes
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IBM Research

Generative AI for Business: Principles and Strategies

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Demystify generative AI technology and learn principles for business strategy, exploring IBM's watsonx platform and research breakthroughs in computing.
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34 minutes
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Google Cloud Tech

Jumpstart Your AI/ML Program with Vertex AI Model Garden

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Explore Vertex AI Model Garden to easily deploy and manage state-of-the-art AI models, transforming your startup with minimal coding and effort.
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35 minutes
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Google Cloud Tech

Accelerate Software Development with Vertex AI's Codey APIs

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Enhance developer productivity using Vertex AI's Codey APIs for code chat, generation, and customization with foundation models.
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31 minutes
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Google Cloud Tech

Building Differentiated Generative AI Applications on Google Cloud

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Explore building Generative AI apps on Google Cloud using Vertex AI's models, embeddings APIs, and vector databases. Learn to create enterprise-grade conversational AI and search experiences.
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32 minutes
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