MasteringAgenticAISystems_supplementals good first issues (Python)

[Content Review]: Ch 9.1 — Output Filtering and Content Moderation 6 minutes ago

help wanted track:content-review effort:medium topic:guardrails-safety part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.1 — Embeddings and RAG Fundamentals about 1 hour ago

good first issue help wanted track:content-review effort:small topic:rag-retrieval part:06 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.3 — Multi-Agent Systems about 11 hours ago

help wanted track:content-review effort:large topic:multi-agent topic:orchestration-state part:01 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.7 — GDPR and Data Protection Regulations about 11 hours ago

help wanted track:content-review effort:small topic:governance-compliance part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.3 — Sandboxing and Transparency Foundations about 11 hours ago

help wanted track:content-review effort:medium topic:guardrails-safety topic:governance-compliance part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 8.3 — Token Economics and Architecture about 11 hours ago

help wanted track:content-review effort:small topic:monitoring-metrics topic:cost-economics part:08 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.7 — Multimodal RAG Approaches about 11 hours ago

help wanted track:content-review effort:medium topic:rag-retrieval topic:multimodal part:02 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.8 — Standards and Frameworks for AI Governance about 11 hours ago

help wanted track:content-review effort:medium topic:governance-compliance part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 10.3 — RLHF Methodology 2 days ago

help wanted track:content-review effort:medium topic:tuning-optimization topic:human-oversight-feedback part:10 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.7 — Tool Usage Auditing 3 days ago

help wanted track:content-review effort:medium topic:tool-use topic:observability-debugging part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.6 — Trace Analysis and Execution Debugging 3 days ago

help wanted track:content-review effort:large topic:evaluation topic:observability-debugging part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 10.2 — Proactive Agents 3 days ago

help wanted track:content-review effort:medium topic:agent-patterns topic:human-ai-interaction part:10 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.1B — Implement Evaluation Pipelines and Task Benchmarks - Guided Practice 3 days ago

help wanted track:content-review effort:small topic:evaluation part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.4 — Multi-Agent Frameworks 3 days ago

help wanted track:content-review effort:small topic:multi-agent topic:frameworks part:02 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 8.4 — Success Metrics and Multi-Dimensional Measurement 3 days ago

good first issue help wanted track:content-review effort:small topic:evaluation topic:monitoring-metrics part:08 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 3.8 (Action Accuracy Metrics) 3 days ago

help wanted track:content-review effort:small topic:tool-use topic:evaluation part:03 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.8 — Action Accuracy Metrics 3 days ago

help wanted track:content-review effort:medium topic:tool-use topic:evaluation part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 3.2 (Compare Agent Performance Across Tasks and Datasets) 3 days ago

help wanted track:content-review effort:small topic:evaluation part:03 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.2 — Compare Agent Performance Across Tasks and Datasets 3 days ago

help wanted track:content-review effort:medium topic:evaluation part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.7B — Relational Reasoning with Knowledge Graphs - Hybrid RAG+KG Integration 3 days ago

help wanted track:content-review effort:small topic:knowledge-graphs topic:rag-retrieval part:01 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 6: 6.5 to 6.9B 8 days ago

help wanted track:content-review effort:medium topic:planning-search topic:rag-retrieval topic:deployment-scaling part:06 artifact:quiz

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 6: 6.1 to 6.4 8 days ago

help wanted track:content-review effort:large topic:rag-retrieval topic:data-pipelines topic:deployment-scaling part:06 artifact:quiz

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.2 — Action Constraints and Permission Models 8 days ago

help wanted track:content-review effort:medium topic:tool-use topic:guardrails-safety part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.6 — Tool Integration and Function Calling 10 days ago

help wanted track:content-review effort:medium topic:frameworks topic:tool-use part:02 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 6.2B (Production Vector Database Deployment) 10 days ago

help wanted track:content-review effort:small topic:data-pipelines topic:deployment-scaling part:06 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 6.2A (Vector Database Selection) 10 days ago

help wanted track:content-review effort:small topic:rag-retrieval topic:data-pipelines part:06 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 6.1 (Embeddings and RAG Fundamentals) 10 days ago

help wanted track:content-review effort:small topic:rag-retrieval part:06 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 8.2A — Error Rates and Reliability 10 days ago

help wanted track:content-review effort:medium topic:reliability-resilience topic:monitoring-metrics part:08 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.1A — Implement Evaluation Pipelines and Task Benchmarks 10 days ago

help wanted track:content-review effort:medium topic:evaluation part:03 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.6 — Query Decomposition and Adaptive Retrieval 10 days ago

good first issue help wanted track:content-review effort:small topic:planning-search topic:rag-retrieval part:06 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Slides — Ch 3.1A (Implement Evaluation Pipelines and Task Benchmarks) 11 days ago

help wanted track:content-review effort:small topic:evaluation part:03 artifact:slides

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.4 — Fairness and Bias Mitigation 14 days ago

help wanted track:content-review effort:medium topic:fairness-alignment part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.4 — Hierarchical Planning Fundamentals 16 days ago

help wanted track:content-review effort:medium topic:planning-search part:05 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 10.5 — Human-over-the-Loop 16 days ago

help wanted track:content-review effort:large topic:guardrails-safety topic:human-oversight-feedback part:10 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 10.4 — Human-in-the-Loop 16 days ago

help wanted track:content-review effort:medium topic:human-oversight-feedback part:10 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 10.1 — Conversational UI 16 days ago

help wanted track:content-review effort:medium topic:human-ai-interaction part:10 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.6 — Value Alignment Frameworks 16 days ago

help wanted track:content-review effort:small topic:fairness-alignment topic:governance-compliance part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 9.5 — Constitutional AI 16 days ago

help wanted track:content-review effort:large topic:guardrails-safety topic:fairness-alignment part:09 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 8.2B — NeMo Guardrails Integration 16 days ago

good first issue help wanted track:content-review effort:small topic:nvidia-platform topic:reliability-resilience topic:guardrails-safety part:08 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 8.1 — Latency Metrics 16 days ago

help wanted track:content-review effort:small topic:inference-performance topic:monitoring-metrics part:08 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.6 — Multi-Instance GPU 16 days ago

help wanted track:content-review effort:small topic:deployment-scaling topic:nvidia-platform part:07 artifact:chapter-text

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.5 — NeMo Curator, Riva Speech AI & Multimodal Integration 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.4 — TensorRT-LLM Fundamentals and Quantization 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.3 — NeMo Agent Toolkit Profiling 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

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#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.2 — Performance Optimization and Production Monitoring 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.1B — Nvidia NIM and Colang 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

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#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 7.1A — Advanced Implementation with Nvidia NEMO Framework and Nvlink 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.5 — Production RAG Systems 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.4 — Data Quality Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.3B — ETL Worked Example - Load Phase & Pipeline Integration 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.3A — ETL Pipeline Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.2B — Production Vector Database Deployment 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 6.2A — Vector Database Selection 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.13 — Hybrid Decision Systems Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.12 — Learning-Based Decision Making Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.11 — Rule-Based Decision Making Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.10 — Utility-Based Decision Making Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.9 — Working Memory 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.8 — Semantic Memory 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.7 — Episodic Memory 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.6 — A* Search and Replaning 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.5 — Monte Carlo Tree Search Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.3 — Self-Consistency Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.2 — Tree-of-Thought (ToT) Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 5.1 — Chain-of-Thought (CoT) Fundamentals 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.7 — Scaling Strategies 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.6 — TensorRT-LLM and NVIDIA Fleet Command 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.5 — NVIDIA NIM and Triton Inference Server 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.4 — Performance Profiling and Optimization 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.3 — Container Orchestration and Edge Deployment 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.2 — Deployment and Scaling 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 4.1 — Introduction to AI Agent Deployment and Scaling 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.10 — Efficiency Metrics 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.9 — Reasoning Quality 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.5 — Prompt Optimization, Few-Shot Learning, Fine-Tuning 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.4 — Tuning Model Parameters for Production Performance 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 3.3 — Web Navigation and Interaction Benchmarks 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.9 — Streaming and Real-Time Responses 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.8 — Error Handling and Resilience 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.5 — Semantic Kernel 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.3 — LangChain Sequential Frameworks 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.2 — LangGraph 16 days ago

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Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 2.1 — Framework Landscape and Selection 16 days ago

help wanted track:content-review effort:small topic:agent-patterns topic:frameworks part:02 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.8 — Scalability and Production Deployment 16 days ago

help wanted track:content-review effort:large topic:deployment-scaling topic:reliability-resilience part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.7A — Relational Reasoning with Knowledge Graphs - The Fundamentals, Integration, and Extraction 16 days ago

help wanted track:content-review effort:small topic:knowledge-graphs topic:rag-retrieval part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.6 — Stateful Orchestration - Pitfalls, Integration, and Synthesis 16 days ago

help wanted track:content-review effort:small topic:orchestration-state topic:reliability-resilience part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.5B — Stateful Orchestration - Worked Examples 16 days ago

help wanted track:content-review effort:small topic:orchestration-state topic:frameworks part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.5A — Stateful Orchestration - Introduction and Core Concepts 16 days ago

help wanted track:content-review effort:small topic:orchestration-state topic:memory part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.4 — Memory and Perception Systems 16 days ago

good first issue help wanted track:content-review effort:small topic:memory topic:multimodal part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.2 — Core Agent Patterns 16 days ago

help wanted track:content-review effort:medium topic:agent-patterns topic:tool-use topic:reasoning part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.1B — Human-in-the-Loop Patterns and Accessible Design 16 days ago

help wanted track:content-review effort:small topic:human-ai-interaction topic:human-oversight-feedback part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Ch 1.1A — Designing User Interfaces for Intuitive Human-Agent Interaction 16 days ago

help wanted track:content-review effort:medium topic:agent-patterns topic:human-ai-interaction part:01 artifact:chapter-text

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 10: 10.4 to 10.6 16 days ago

help wanted track:content-review effort:small topic:guardrails-safety topic:human-oversight-feedback part:10 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 10: 10.1 to 10.3 16 days ago

help wanted track:content-review effort:small topic:agent-patterns topic:human-ai-interaction topic:human-oversight-feedback part:10 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 9: 9.10 to 9.17 16 days ago

help wanted track:content-review effort:medium part:09 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 9: 9.6B to 9.9 16 days ago

help wanted track:content-review effort:medium topic:fairness-alignment topic:governance-compliance part:09 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 9: 9.1 to 9.6A 16 days ago

help wanted track:content-review effort:medium topic:guardrails-safety topic:fairness-alignment topic:governance-compliance part:09 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 8: 8.1 to 8.4 16 days ago

help wanted track:content-review effort:medium topic:reliability-resilience topic:monitoring-metrics topic:cost-economics part:08 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 7: 7.3 to 7.6 16 days ago

help wanted track:content-review effort:medium topic:deployment-scaling topic:inference-performance topic:nvidia-platform part:07 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

[Content Review]: Quizzes — Part 7: 7.1A to 7.2B 16 days ago

help wanted track:content-review effort:medium topic:nvidia-platform topic:monitoring-metrics topic:guardrails-safety part:07 artifact:quiz

GSA/MasteringAgenticAISystems_supplementals

37

Public-domain study guide for the NVIDIA NCP-AAI agentic AI certification (also AWS AIP-C01, Databricks GenAI Eng Associate, Google Cloud PMLE, Microsoft AI-102) — labs, cert mappings, slides, quizzes. Contributors welcome.

Python

#agentic-ai#ai-agents#ai-certification#artificial-intelligence#certification-prep#exam-prep#good-first-issue#langchain#langgraph#llm#machine-learning#open-source#python#rag#study-guide

GSA/MasteringAgenticAISystems_supplementals

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