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Learn from Lukas Biewald, founder of Figure Eight and Weights & Biases, about his journey in machine learning and AI. This less than 1-hour material from The Full Stack offers insights into deep learning, data science, and real-world applications.
Learn to track experiments in text recognizer projects using Weights & Biases with Josh Tobin, in less than an hour, offered by The Full Stack.
Learn about infrastructure and tooling for deep learning projects, including on-premise vs cloud GPU machines, experiment tracking, and AWS SageMaker with The Full Stack.
Learn to recognize text with deep learning in a 1-2 hour program by The Full Stack. The program includes project setup, deployment, workflow, and model training.
Learn to set up ML projects with Josh Tobin from The Full Stack, focusing on pose estimation, project lifecycle, metric selection, and creating human baselines. (1-2 hours)
Explore the principles of LLMOps with The Full Stack's brief video guide. Learn to evaluate models, manage prompts, and apply test-driven development to large language model applications.
Explore UX design for Language User Interfaces with The Full Stack's brief, insightful video. Learn user-centered design principles, study LUI patterns, and analyze case studies.
Explore augmented language models with The Full Stack's 1-2 hour video guide. Learn about retrieval augmentation, chaining, and tool use with expert Josh.
Learn to build and deploy AI-powered apps in under an hour with The Full Stack's quick and practical guide.
Explore neural network applications with The Full Stack's brief walkthrough of the "askFSDL bot" project, an LLM-powered Discord bot. Learn about SWE tooling, data cleaning, and more.
Dive into the foundations of large language models with The Full Stack's brief video, covering core ML, Transformer architecture, and notable LLMs.
Master the art of prompting language models with The Full Stack's bootcamp. Learn techniques like decomposition, reasoning, and reflection in under an hour.
Explore the future of AI and language models with The Full Stack's 1-2 hour video, discussing multimodality, scale limits, AGI presence, and safety measures.
Explore LangChain, a new LLM application framework, in this under 1-hour material from The Full Stack. Includes a demo and Q&A with the creator, Harrison Chase.
Explore the ethical dimensions of building ML-powered products with The Full Stack's 1-2 hour lecture, covering past, present, and future tech ethics.
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