Explainable AI with Machine Teaching
Explore the shift from Machine Learning to Machine Teaching, addressing explainability, data access, and algorithm control. Learn about transformative industry applications and real-world examples.
Building Emotionally Intelligent Machines
Explore advancements in emotional machine learning and its potential to revolutionize human-machine interactions, discussing pros and cons of emotionally intelligent AI systems.
Next Generation AI - Emotional Artificial Intelligence Based on Audio
Exploring emotional AI's ability to analyze speech for demographic, emotional, and health insights, revolutionizing human-machine interaction across industries.
Language - The Next Stronghold to Be Taken by AI
Explore recent AI breakthroughs and discover why natural language understanding is poised to be the next major frontier in artificial intelligence.
Language - The Next Stronghold to Be Taken by AI
Explore AI's impact on language, from recent breakthroughs to future possibilities, covering computer vision, natural language understanding, and feature learning.
MLOps - Automated Machine Learning Made Easy
Explore AI and ML optimization techniques to enhance business outcomes through data understanding and model improvement.
An Introduction to Natural Language Generation
Explore natural language generation through real-world examples, deep learning techniques, and transformer models. Learn about word embeddings, BERT, GPT, and practical applications in various domains.
Using A.I to Make Recommendations for Career Progression
Explore AI-driven career recommendations using multivariate matching algorithms. Learn how to identify suitable careers, quantify specialization, and gain insights into career progression paths beyond your current field.
Alexa, Create a Voice Activated Chat Bot
Learn to create a voice-activated chatbot using Alexa, exploring key concepts and practical implementation techniques for building interactive voice interfaces.
Why Humans Need to Move to Mars
Explore potential Earth-ending scenarios and the urgent need for Mars colonization. Learn about space travel, Martian living, and terraforming in this futuristic vision of human expansion beyond Earth.
The Future of Machine Learning and Javascript
Explore AI possibilities for JavaScript developers using TensorFlow.js and AI-powered APIs. Discover exciting demos and learn how to build AI-powered apps without extensive math knowledge.
A Journey into the World of Machine Learning with TensorFlow.js
Explore machine learning with TensorFlow.js through hands-on projects: build a digit classifier, develop a self-driving car using reinforcement learning, and create an image classifier for Angular applications.
Dear Non-Performant App - Reliable Web Summit 2021
Discover strategies to enhance app performance, including on-demand image loading, lazy loading in Angular, and hot module replacement, for more reliable and efficient applications.
Betterer - Incremental Improvement
Learn strategies for incrementally improving mature codebases using genetic algorithms, micro-service architectures, code analysis, and snapshot testing to enhance software quality sustainably.
From Horror Story to Fairy Tale - Writing Code
Discover techniques for writing clear, empathetic code that enhances readability, reduces bugs, and improves team collaboration. Learn to transform your coding style from confusing to comprehensible.
Image Optimization Best Practices with Angular
Discover effective image optimization techniques for Angular apps, including the new Angular image directive, to enhance loading performance and avoid common bottlenecks.
Do More Using GitHub, AI, and VS Code
Discover powerful tips for efficient web development using GitHub, AI, and VS Code. Learn to set up environments quickly, collaborate with AI, and deploy apps using cutting-edge tools.
Thinking Outside the Box - Taking Your LOB Apps to the Next Level
Explore innovative ways to enhance Line of Business apps using Angular, integrating advanced technologies like AI, organizational data, and communication features for improved user experience.
How to Use Kubernetes to Build a Data Lake for AI Workloads
Learn to build a cloud-agnostic data lake using Kubernetes, Rook, and Ceph for AI workloads. Discover how to provide unified data access across multiple data centers for data scientists and developers.
KubeEdge Hands on Workshop - Build Your Edge AI App on Real Edge Devices
Hands-on workshop for building edge AI applications using KubeEdge. Learn to deploy edge nodes, set up device connectivity, and develop video stream processing with machine learning in just 30 minutes.
Monitoring GPUs at Scale for AI - ML and HPC Clusters
Learn how NVIDIA monitors GPU clusters for AI/ML workloads using open-source tools, addressing deployment, maintenance, security, and scale challenges for various user personas.