Practical AI Solutions Within Healthcare and Biotechnology - Michael Segala
Explore AI applications in healthcare, including image analysis, NLP, and time-series data. Learn about challenges, workflows, and real-world use cases in diagnostics and patient care.
Introduction to Reinforcement Learning
Explore reinforcement learning's evolution, breakthroughs, and applications in AI, from board games to robotics. Gain insights into key concepts, formulations, and future directions in this rapidly advancing field.
Understanding Unstructured Data with Language Models - Alex Peattie
Explore language models for unstructured data analysis, covering classification, predictive modeling, and information retrieval. Learn key concepts and practical applications in various fields.
The Adoption of AI in Business - Opportunities and Challenges - Sam Ransbotham - ODSC East 2018
Explore AI adoption in business: organizational readiness, challenges, and impacts on roles. Gain insights from MIT research on integrating AI into corporate strategies and processes.
ODSC East 2016 - Building Neural Networks at Twitter with Autograd
Explore building flexible neural networks using autograd, a tool that simplifies gradient computation and enables easy experimentation with new model architectures at Twitter.
ODSC London Meet-up - Deep Learning Frameworks
Explore deep learning frameworks, algorithms, and state-of-the-art developments with industry expert Peter Morgan in this comprehensive overview of neural network technologies.
Using Free Text for Predictive Modeling
Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.
Machine Learning: From ABCs to DEFs
Explore machine learning fundamentals, from basic concepts to practical applications, focusing on people, data, and code. Learn to build simple AI models and understand key ML principles.
Innovating IoT - Cognitive Computing and Creative Solutions
Explore IoT innovations with IBM's top female inventor, from saving rhinos to automotive maintenance. Learn how cognitive computing enhances IoT data for business insights.
AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches
Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.
Improve Your BabyAGI with LangChain
Enhance your AI development skills by learning to create and optimize BabyAGI using LangChain, with step-by-step code explanations and practical demonstrations.
ChatGPT and Excel Basics for Beginners
Learn to leverage ChatGPT for enhancing Excel skills, from basic to advanced tasks. Explore AI-powered solutions, ask effective questions, and improve your data handling capabilities.
Accelerate Image Annotation with SAM and Grounding DINO - Python Tutorial
Learn to accelerate image annotation using Grounding DINO and Segment Anything Model (SAM). Convert object detection datasets to instance segmentation and explore automatic annotation for real-time detectors like YOLOv8.
How to Use AI for Perfect Voice-to-Text Notes in Notion
Discover how to create perfect voice-to-text notes using AI tools like ChatGPT and Whisper, automating transcription and summarization for effortless note-taking in Notion.
Chatting with ArXiv Research Papers — AI Assistant
Explore an AI assistant that interacts with ArXiv papers using LangChain agents, OpenAI models, and Pinecone vector database, enabling enhanced research capabilities.
ChatGPT Basics for Beginners - AI Development Tutorial
Comprehensive tutorial on ChatGPT basics, covering features, extensions, and applications in various fields. Learn to effectively use AI for writing, entertainment, and personal growth.
Artificial Intelligence: Success, Limits, Myths and Threats - Lecture 1
Explore AI's successes, limitations, and societal impact. Delve into machine learning, neural networks, and the future of AI. Gain insights on scientific intelligence and ethical considerations.
Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method
Explore robust low-rank matrix completion using an alternating manifold proximal gradient method. Learn about its applications in computer vision, signal processing, and machine learning.
Computer Vision for Segmenting & Analyzing Subcellular Components in Cryo-Electron Tomography
Explore computer vision techniques for automated 3D segmentation and analysis of subcellular components in cryo-electron tomography, focusing on mitochondrial features in Huntington's Disease neurons.
HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA
Explore HPC and AI-enabled real-time coherent X-ray diffraction imaging, revolutionizing materials characterization with advanced light sources, multi-modal techniques, and innovative data processing methodologies.
A Multi-Group Approach to Algorithmic Fairness - IPAM at UCLA
Explore multi-group approaches to algorithmic fairness, focusing on predictive algorithms, discrimination concerns, and calibration techniques for unbiased risk assessment across diverse populations.