AI for Global Good - Realizing AI's Promise for Shared Prosperity
Explore how generative AI can address global challenges and ensure shared prosperity. Learn from experts about policy actions and innovations needed to realize AI's potential for sustainable development.
Handling Images on the Web - Techniques, Optimization, and Best Practices
Explore techniques for efficient image handling on the web, from SVGs to dynamic images, covering characteristics, options, and optimization strategies.
Re-interpreting Data - Turning Files into Audio, Images, and Music
Explore unconventional data transformations: hear JPEGs, visualize executables, and convert zip files to music. Learn to manipulate raw bytes and bits in Ruby.
Glimpses of Humanity: Game-Building with an AI Pair - Blue Ridge Ruby 2024
Explore AI-human collaboration in game development using Rails, enhancing communication skills and experiencing the magic of machine-human interaction.
Glimpses of Humanity: Game-Building with an AI Partner
Explore AI-human collaboration in game development, learning effective communication techniques and pushing boundaries of possibility with machine partners.
Using Postgres and OpenAI to Power Your AI Recommendation Engine - RailsConf 2024
Discover how to build and optimize an AI recommendation engine using Rails, Postgres, and OpenAI. Learn scaling techniques for handling unique AI data needs.
How to Interpret and Explain Black Box Models
Explore popular model explanation techniques for machine learning interpretability, including LIME, SHAP, and visual analytics. Gain insights into making complex models more understandable and explainable.
Accelerating Enterprise Adoption of AI for Business Impact
Accelerate enterprise AI adoption for business impact. Learn market trends, challenges, and strategies to bridge AI with decision-makers using a universal semantic layer.
Conversation Simulator: A Real Life Case Leveraging OpenAI's API for Crisis Text Line
Explore a conversation simulator leveraging OpenAI's API for crisis response training, reducing anxiety for new responders and enhancing support for people in crisis.
How Investors Think About Data - Trends in Data, ML, and AI Investing
Explore investor perspectives on data, AI, and ML from top venture firms. Gain insights into investment trends, criteria for early-stage teams, and future opportunities in the data infrastructure landscape.
Designing for Intelligence: Patterns and Practices for AI-Powered Products
Explore patterns and practices for designing AI-powered products, drawing insights from GitHub Next's experiences in developing tools like GitHub Copilot for the software development lifecycle.
Generative AI for Search
Explore the powerful role of generative AI in search, focusing on NLP and Vision. Discover key challenges and promising directions through anecdotes and organizing principles.
Generative AI for Product Builders
Explore generative AI's potential to enhance products, accelerate workflows, and unlock creativity. Learn about technical challenges and solutions in building AI-powered products.
What Makes for an Effective Data Practitioner in 2024
Gain insights on essential skills and career development for data practitioners in 2024. Learn from an industry expert about navigating complexities and advancing in the field.
Building Responsible and Trustworthy Generative AI Products at LinkedIn
Explore LinkedIn's ethical AI development, focusing on responsible Generative AI practices. Gain insights into foundational principles and architecture guiding their AI journey and cutting-edge products.
The Future of Data Engineering in a Post-AI World
Explore AI's impact on data engineering, including ETL automation, data warehouses, and emerging technologies. Learn to leverage AI for significant business impact in the evolving data landscape.
Why it Takes Billions: Navigating the AI Landscape - OpenAI, Google, and Nvidia
Explore AI's regulatory landscape, startup challenges, market trends, and innovative research with industry experts. Gain insights into AI development, entrepreneurship, and future directions.
How Developers Should Think About the Emerging AI Stack
Explore the future of AI development with industry experts. Gain insights on evaluating models, context windows, fine-tuning, and building AI applications for global deployment.
Building an Ecosystem for Open Foundation Models - Challenges and Opportunities
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.
Integrating AI as a New Colleague in Agency and Business
Explore the integration of AI tools like ChatGPT, Midjourney, and Copilot in daily operations. Gain insights on practical applications, benefits, challenges, and ethical considerations in embracing AI as a colleague.
Drupal DXP Meets AI: Unlocking the Full Potential of Digital Experiences
Explore AI integration with Drupal DXP to enhance personalization, chatbots, analytics, and content management. Learn best practices, challenges, and strategies for leveraging AI in digital experiences.