AI for Developers Training Courses

Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2101

Enhancing Generative AI with Retrieval Augmented Generation (Course)

GAI-2101

Build retrieval-augmented generation systems that ground GenAI in organization-specific data. RAG foundations cover embeddings, the indexing-retrieval-generation phases, and the canonical pipeline....

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Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2102

Developing Advanced Generative AI Applications (Course)

GAI-2102

Build advanced generative AI applications with memory, multi-modal output, tool calling, and agentic foundations. Parameter-efficient finetuning covers LoRA, IA3, and prompt-tuning as cheaper...

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Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2201

Evaluating and Monitoring Generative AI Models and Applications (Course)

GAI-2201

Build evaluation pipelines and monitoring systems that keep generative AI performing in production. Evaluation foundations and practical techniques cover the difference between offline evaluation and...

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Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2401

Deploying and Scaling Generative AI Applications (Course)

GAI-2401

Deploy and scale generative AI in production across specialized hardware and complex data flows. GenAI deployment foundations cover the deployment lifecycle, architecture options including serverless...

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Generative AI Topic: Agentic AI | Code: GAI-3101

Crafting Custom Agentic AI Solutions (Course)

GAI-3101

Design and implement individual agents with AutoGen, LangGraph, and CrewAI frameworks. Agentic AI foundations cover key characteristics, the differences from traditional AI and RPA, benefits and...

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Generative AI Topic: Predictive AI & Machine Learning | Code: GAI-2103

Applying GenAI Across the Software Development Lifecycle (Course)

GAI-2103

Apply generative AI across every phase of the software development lifecycle. AI coding agent foundations and prompt engineering for code cover the agent paradigm, context engineering for code-aware...

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Generative AI Topic: Predictive AI & Machine Learning | Code: WA3513

Comprehensive Generative AI Engineering for LLMOps (Course)

WA3513

This comprehensive Generative AI (GenAI) course is for DevOps and ITOps professionals who want to master the deployment, management, and scaling of Generative AI and Large Language Model (LLM)...

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Generative AI Topic: Predictive AI & Machine Learning | Code: WA3517

Comprehensive Generative AI Engineering for Data Scientists and ML Engineers (Course)

WA3517

This Comprehensive Generative AI (GenAI) course is for Machine Learning and Data Science professionals who want to dive deep into the world of GenAI and Large Language Models (LLMs). This course...

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Generative AI Topic: Security | Code: GAI-2104

Building Agentic AI with Model Context Protocol (Course)

GAI-2104

Build agentic AI applications through Model Context Protocol resources, tools, and sampling. MCP architecture and core components cover hosts, models, contexts, layers, protocols, connections, message...

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Generative AI Topic: Security | Code: GAI-3102

Multi-Agent Communication with Agent2Agent Protocol (Course)

GAI-3102

Build multi-agent AI systems with Agent2Agent protocol across platforms and vendors. A2A foundations cover features, benefits, motivating use cases, the relationship to MCP, and the key concepts that...

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Generative AI Topic: AI for Developers | Code: GAI-2105

Small Language Models for Production Applications (Course)

GAI-2105

Deploy small language models in production for edge, privacy, and cost-optimized AI workloads. SLM fundamentals cover the size taxonomy, comparison with large models across parameters, context, cost,...

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Generative AI Topic: AI for Developers | Code: GAI-2502

Guardrails for AI Applications (Course)

GAI-2502

Design and implement guardrails for LLM-based and agentic applications from prompts through runtime. Guardrail fundamentals cover the risk landscape from prompt injection through data leakage and...

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