Machine Learning for Developers
Explore predictive capabilities and voice recognition for developers. Learn to build smart apps using AWS Machine Learning and Amazon Alexa, enabling voice-powered experiences and custom skills.
Is Your AI Plotting to Kill You? Why AI and Machine Learning Is Dangerous
Explore the dangers of AI and machine learning, including biased algorithms, deepfakes, and surveillance. Learn about current limitations and how to protect against potential risks.
Machine Learning - The Bare Math Behind Libraries
Explore the mathematical foundations of machine learning, from basic algorithms to neural networks. Gain insights to confidently select and optimize ML models for practical applications.
Some Pitfalls in AI
Explore common pitfalls in AI applications, including bias, adversarial attacks, ethics, and privacy concerns, to better understand the challenges and risks of autonomous decision-making systems.
Music Generation with Magenta - Using Machine Learning in the Arts
Explore machine learning for music generation using Magenta. Learn about neural networks, train models on your style, and create new rhythms, melodies, and audio clips.
Faceswap - Developing a Platform for Practical Deepfakes
Explore AI-powered Deepfakes: technology, applications, ethics, and future. Learn about face detection, alignment, recognition, and image reconstruction using Python, Keras, and TensorFlow.
Build Your Own Voice Recognition Solution with Alexa
Integrate Alexa with home automation using openHAB, create custom skills in Java, and deploy to AWS Lambda for voice-controlled smart home functionality.
Deep Learning in Computer Vision
Explore deep learning in computer vision, from basic concepts to advanced architectures. Learn to design networks that understand images, with practical examples and expert insights.
Unleashing Your Musical Creativity with Magenta.js
Explore musical creativity with Magenta.js, a platform for machine learning in music and art. Learn about generative models, algorithms, and innovative applications like Bach Doodle and Piano Genie.
Machine Learning at LinkedIn
Explore LinkedIn's approach to scaling AI and ML systems, focusing on improving productivity and accessibility for engineers across product groups.
The Data Lakehouse for Streaming Data - A Talk for Everyone Who Loves Data
Explore data lakehouses: combining data lakes and warehouses for reliable, flexible data management. Learn about open-source projects, streaming data support, and see a live Twitter sentiment analysis demo.
Unlocking the Power of Big Data, Analytics & AI
Explore Payzy, a mobile app revolutionizing e-transactions in Greece. Learn about its innovative tech stack, including AI-powered features like conversational assistants and recommendation systems.
Using ChatGTP for Technical and Non-Technical Presentations
Leverage ChatGPT and AI tools to enhance presentation quality, audience engagement, and productivity. Learn strategies for creating compelling content and reducing cognitive load.
Browsers Are the New Containers
Explore how browsers can act as containers for running various workloads, saving on server costs. Learn about leveraging browser tabs as isolated environments for AI tasks and concurrent batching.
Ever Seen an Astronaut Riding a Horse? - Understanding and Applying Text to Image Generation Models
Explore text-to-image models like DALL-E 2 and StableDiffusion, their architecture, advanced applications, and how to generate images using KerasCV's optimized implementation.
How AI is Transforming Network Security and User Experience
Explore how integrated AI revolutionizes SASE solutions, enhancing network security and user experience through consolidation, advanced techniques, and unified management.
CatPhish Automation - The Emerging Use of Artificial Intelligence in Social Engineering
Explore how advanced AI is being incorporated into fraudulent scams and phishing attacks, and its implications for future cybersecurity threats.
Reinforcement Learning for Autonomous Cyber Defense
Explore the emerging field of AI-driven cyber defense, learn to use and evaluate open-source tools, and understand the future of autonomous AI defenses in cybersecurity.
Security Implications of Artificial Intelligence Synthesizers
Explore AI-driven content synthesizers, their security risks, detection methods, and necessary adjustments to security postures in response to evolving AI content generation technologies.
Is Increasing Security Maturity and Decreasing Operational Load Possible?
Explore CISO initiatives for enhanced security and reduced workload. Learn about vendor consolidation, automation, and attack surface management, while avoiding common pitfalls in technology adoption.
ChatGPT - A New Generation of Dynamic Machine Based Attacks
Explore the potential misuse of ChatGPT in cybersecurity, examining how machine learning could outsmart humans in cyber attacks and discussing the implications for future defense strategies.