Productionizing Deep Reinforcement Learning with Spark and MLflow
Aprenda a aplicar Deep Reinforcement Learning em escala usando Spark e MLflow para personalização de jogos e aumento de engajamento, com dicas práticas para superar desafios de produção.
Architect's Open-Source Guide for Data Mesh Architecture
Explore Data Mesh architecture, its principles, benefits, and implementation challenges. Learn about open-source tools like Apache Spark for building effective Data Mesh systems in real-world scenarios.
Databricks Lakehouse Platform - Governance and Security Fundamentals
Learn fundamentals of governance and security for cloud data platforms, covering identity management, private links, access monitoring, cost control, and policy enforcement for workspaces.
Why AI Starts with Effective Data Management
Explore effective data management strategies for AI success with insights from PETRONAS' Head of Enterprise Data on building a data-driven organization and empowering citizen analytics.
The Role of Data Platforms in Transforming Business - Champions of Data and AI Episode 6
Explore how Johnson & Johnson leverages a comprehensive data platform for business transformation, featuring insights on data curation, AI applications, and strategic decision-making.
Ethical Use of Data for AI - Episode 5
JoAnn Stonier discusses ethical data use in AI, addressing bias, GDPR, global responsibility, and societal impact. She offers insights on eliminating bias and advice for data leaders.
Prioritizing Technical Debt Using Version Control Data
Discover data-driven techniques to prioritize technical debt, balance short and long-term goals, and make informed decisions about code improvements using version-control insights from real-world codebases.
30 Years of Linux and Open Source: Future Trends and Community Sustainability
Fireside chat exploring Linux and Open Source's evolution, future challenges, and opportunities, featuring insights from Nithya Ruff on community sustainability, standards, and diversity in tech.
Marty Hellman on Applied Cryptography and Ethics in Innovation
Renowned cryptographer Marty Hellman discusses ethics, innovation, and the crypto wars, offering insights on startups, research, and the societal impact of cryptography and nuclear weapons.
Introduction to Elliptic Curve Cryptography
Explore elliptic curve cryptography fundamentals, applications in key exchange, digital signatures, and cryptocurrencies like Bitcoin.
The Making of a Secure Open Source Hardware Password Keeper
Explore the development of an open-source hardware password keeper, from project inception to mass production, covering technical challenges, team management, and security considerations.
Kickstarting Computer Vision with the OpenMV
Explore the journey of OpenMV, a computer vision project, from Hackaday Prize entry to successful product launch, overcoming challenges in manufacturing and community management.
Interactive Storytelling Brings the Best and Most Engaging Traditions to the Digital Age
Explore interactive storytelling techniques that blend traditional narratives with modern technology, enhancing audience engagement and participation in shaping the story's outcome.
The Future Is Us - Why the Open Source and Hobbyist Community Drive Consumer Products
Explore how open-source and hobbyist communities drive consumer electronics, their impact on innovation, and the future of the industry with insights from Jen Costillo.
Storage Systems at a Rapidly Scaling Startup - Instagram's Infrastructure Evolution
Explore Instagram's infrastructure evolution from 30M to 150M users. Learn scaling strategies, database optimizations, and lessons from rapid growth with a small engineering team.
tinyML Trailblazers: Success Stories with Mouna Elkhatib
Explore tinyML success with Mouna Elkhatib, AONDevices CEO. Learn about voice processing innovations, entrepreneurial challenges, and future trends in edge AI and IoT technologies.
tinyMAN - Lightweight Energy Manager Using Reinforcement Learning for Energy Harvesting Wearable IoT Devices
Explore reinforcement learning for energy management in IoT wearables, focusing on tinyMAN's lightweight approach to achieve energy-neutral operation in harvesting devices.
TinyML Talks UK - Presenting the Upcoming Tiny Cookbook and the Next In-Person Activities
Explore TinyML with upcoming book insights and UK in-person activities. Learn about machine learning on microcontrollers and engage with experts in this exciting field.
Building Products Using Edge AI - TinyML on MCUs
Explore building Edge AI products using Reality AI Tools 4.0. Learn to optimize sensor selection, minimize data collection costs, and generate explainable TinyML models for MCUs.
Meet the Engineers: Exploring the Raspberry Pi Pico and RP2040 - Part 1
Explore the Raspberry Pi Pico and RP2040 with industry leaders in this engaging webinar, covering technical aspects, design choices, and potential applications of these innovative microcontrollers.
Explained Gradient Descent Optimizer
Comprehensive explanation of gradient descent optimization, covering mathematical foundations, weight updates, and backpropagation for machine learning and deep learning applications.