In Prompts We Trust - Effective Prompt Design for Large Language Models
Explore effective prompt design for Large Language Models, focusing on reducing uncertainties and achieving desired outputs through creative and meticulous techniques. Includes live prompt writing with audience input.
What is Generative AI - The Turing Lectures
Explore generative AI's capabilities, applications, and controversies with Professor Mirella Lapata. Learn about text, image, speech, and music generation in this comprehensive overview of a rapidly evolving field.
The Turing Lectures - Addressing the Risks of Generative AI
Exploring ethical challenges and societal impacts of generative AI, focusing on potential misuse, regulatory gaps, and strategies for responsible development and implementation.
Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models
Integrate Semantic Kernel with Huggingface models for text generation and summarization using GPT2 and T5-base. Explore practical implementation for machine learning tasks.
Introduction to Generative AI Tools
Explore generative AI tools and their applications in various fields. Gain insights into cutting-edge technologies shaping the future of artificial intelligence.
Machine Duping - Pwning Deep Learning Systems
Explore techniques for exploiting vulnerabilities in deep learning systems, covering neural networks, convolutional networks, and recurrent neural networks, with a focus on practical attack methods.
Deep Learning with PyTorch for Fun and Profit
Explore practical deep learning applications using PyTorch, including style transfer, speech generation, and text generation. Learn about data preparation, hardware setup, and creating neural network models for creative projects.
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.
The Unreasonable Effectiveness of RNNs - Article and Visualization Commentary
Explore the groundbreaking potential of RNNs in NLP through an insightful commentary on Karpathy's influential article, covering character-level models, visualizations, and their impact on modern AI.
Microsoft Copilot: A Comprehensive Guide to AI-Powered Productivity in Windows and Microsoft 365
Master Microsoft's AI assistant across Windows and Microsoft 365 apps, from generating text and images to managing emails, creating presentations, and analyzing data - all through hands-on demonstrations and practical examples.
Transforming the Search Industry with LLMs Using Source Frontier
Explore how Source Frontier technology enhances LLMs' capabilities by combining traditional search engine strengths with AI-powered content generation for more accurate and validated information retrieval.
Utterance Generator Fast Tracks Chatbot Training
Explore an utterance generator tool for efficient chatbot training, enhancing natural language understanding and streamlining development processes.
Synthetic Data for AI, and AI for Synthetic Data in Open Source
Explore synthetic data generation for AI and its applications in open source, featuring live demos and discussions on biases and use cases.
Retrieve, Augment, Generate then Measure - How to Build Open Source AI
Explore open-source AI development through the Retrieve, Augment, Generate, and Measure framework. Learn practical techniques for building AI systems using freely available tools and resources.
Building Recommender Systems with Large Language Models
Explore recent approaches to building recommender systems using LLMs, focusing on language understanding and generation templates for various recommendation tasks.
Fine-Tuning LLMs: Helix for Text and Image AI Models
Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.
How to Win Friends and Influence LLMs with Prompt Engineering
Master prompt engineering techniques to optimize large language model outputs for text and code tasks.
Using, Reading, and Improving ChatGPT Integration Methods - ME3255
Explore advanced ChatGPT integration techniques to enhance usage, comprehension, and optimization for improved AI-powered solutions.
LongWriter: Generating Extended Text with Large Language Models
Explore LongWriter: an innovative model for generating extensive text in a single pass, with demos, paper insights, and practical applications using various LLMs.
Generative AI - Explained
Explore generative AI's unique features and how it differs from other AI buzzwords in this concise, informative video.
GPT-4o Mini: Fast, Cheap, and Impressive AI Model - First Impressions
Explore OpenAI's GPT-4o mini: a cost-effective, high-performance AI model for developers. Learn its capabilities, pricing, and potential impact on AI applications.