News
Data Analytics
3+ hour, 53+ min ago (943+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn a certificate with PRO Generative AI for analytics: Leverage generative AI in the data analytics lifecycle, with hands-on labs and guidance on when and how to use AI assistance. Data-informed…...
Federated Fine-tuning of LLMs with Private Data
3+ hour, 53+ min ago (24+ words) Deep Learning. AI " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO...
Building Code Agents with Hugging Face smolagents
11+ mon, 3+ week ago (313+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Understand the architecture and benefits of code agents that write code to perform tasks, compare them to traditional tool-calling agents, and learn when to use each…...
Mathematics for Machine Learning and Data Science
3+ hour, 53+ min ago (892+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn a certificate with PRO A deep understanding of what makes algorithms work, and how to tune them for custom implementation. Statistical techniques that empower you to get more out of…...
Building AI Browser Agents
3+ hour, 53+ min ago (327+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Instructors: Div Garg, Naman Garg Earn an accomplishment with PRO Learn the fundamentals of autonomous web agents, what they are, how they work, their limitations, and the decision-making strategies taken to…...
Agentic Knowledge Graph Construction
3+ hour, 53+ min ago (280+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Design specialized agents that identify the user's goal, and suggest what nodes and relationships to extract from relevant structured and unstructured data. Implement the multi-agent system…...
Retrieval Optimization: Tokenization to Vector Quantization
3+ hour, 53+ min ago (285+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Learn how tokenization works in large language and embedding models and how the tokenizer can affect the quality of your search. Explore how different tokenization techniques…...
Agent Memory: Building Memory-Aware Agents
3+ hour, 53+ min ago (273+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Understand why stateless agents fail at long-horizon tasks and how memory-first architecture gives agents persistence and the ability to learn across sessions. Build a Memory Manager…...
Getting Structured LLM Output
1+ year, 2+ week ago (259+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Instructors: Will Kurt, Cameron Pfiffer Earn an accomplishment with PRO Get an overview of structured output generation, its importance, and the different approaches to generating them. Build a social media agent…...
Introducing Multimodal Llama 3. 2
3+ hour, 53+ min ago (297+ words) " New course! Enroll in Spec-Driven Development with Coding Agents Earn an accomplishment with PRO Explore the features of the new Llama 3. 2 model, from image classification, vision reasoning to tool use. Learn the details of Llama 3. 2 prompting, tokenization, built-in and custom…...