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Learn AI Models, earn certificates with free online courses from Stanford, University of Michigan, University of Virginia, CU Boulder and other top universities around the world. Read reviews to decide if a class is right for you.
Build interactive AI apps on Claude's API: handle authentication, implement text generation and question answering, apply prompt engineering, and manage multi-turn conversations.
Build toward Anthropic Computer Use: call the Claude API, write multimodal and XML-structured prompts, implement prompt caching, and create a tool-calling chatbot.
Build applications with OpenAI's API: prompt engineering, text generation projects, fine-tuning, embeddings, structured outputs, function calling, batch processing, and DALL-E image generation.
Direct Claude AI inside Excel to clean messy datasets, build and debug multi-step logic, run correlation and anomaly analysis, and produce visual insights and financial models.
Build multimodal apps with Gemini and Vertex AI: use Gemini API for text, vision, and code, create agents with the Agent Development Kit, and tune models with LoRA.
Prompt Gemini to manage cloud infrastructure: find and interpret application logs, create a GKE cluster, and investigate build environments in a hands-on lab.
Prompt Gemini to explain infrastructure, deploy GKE clusters, and update existing resources, with a hands-on lab showing how it improves the GKE deployment workflow.
Build intelligent apps with Mistral's AI models in JavaScript, from simple chat completions to advanced use cases like RAG and function calling.
Design LLM solutions with Llama2: compare fine-tuning and optimization techniques, and build retrieval-augmented Q&A over the Llama2 paper using Ollama, LangChain, and Streamlit.
Explore a range of use cases enabled by multimodality with Gemini Pro Vision in a hands-on, self-paced console lab.
Analyze Mosaic's architecture, create and navigate a Mosaic workspace, and build, execute, and debug AI workflows on Databricks for practical use cases.
Build an AI UML-diagram generator that reads code: start in ChatGPT, move to the playground, then implement an Assistant with code interpreter and a custom UI.
Learn to use Claude to create project briefs, build reusable Skills, connect sources with Cowork, and design Artifacts for risk and prioritization decisions.
Learn to use Grok AI: navigate its models and interface, apply DeepSearch, Think Mode and voice tools, and design prompts with roles, context and reusable templates.
Explore DeepSeek's Mixture of Experts and Multi-Head Latent Attention architecture, deploy models via API and LM Studio, build RAG systems and agents, and fine-tune on custom datasets.
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