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DataExpert-io/ai-engineer-handbook

ai-engineer-handbook

All the links, books, and creators you need to follow to stay up to date with AI!

View on GitHub↗Upstream DataExpert-io/ai-engineer-handbook↗

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DataExpert-io

DataExpert-io

DataExpert-io • individual

Stars

1,128

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Forks

179

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Feb 16, 2026

Project creation date

README Summary

This repo has all the resources you need to become an amazing AI engineer!

Community Evaluation

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AI Dev Skills

Unmapped

AI Engineering EducationAI Industry Knowledge ManagementAI/ML Literature ReviewMachine Learning Resource CurationProfessional Development in AITechnical Learning Path Planning

Tags

AI Engineering EducationAI Industry Knowledge ManagementAI/ML Literature ReviewMachine Learning Resource CurationProfessional Development in AITechnical Learning Path PlanningAI SafetyAnthropic / ClaudeAutoGenAzure AIC++ChromaCourseCrewAIDPODSPyDVCData ScienceDeep LearningDeepSeekEvalsForkedGoogle AIGoogle CloudGuardrailsHaystackHeliconeHuggingFaceKubeflowLLM ServingLangChainLangGraphLangSmithLangfuseLarge Language ModelsLlamaIndexLoRA / PEFTMLOpsMLflowMachine LearningMilvusMistralModel OptimizationNeMo GuardrailsOllamaOpenAIOpenLLMetryPhoenixPineconePrefectPrompt EngineeringQdrantQuantizationRAGResearch / PapersRoadmapSemantic KernelTensorFlowTensorRTTraceloopTransformersTritonTutorialWeaviateWeights & BiasesZenMLllama.cpppgvectorvLLM

Taxonomy

AI Trends

AI EngineeringContinuous Learning in AIAI EducationKnowledge Management

category

Foundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureCloud & PlatformsLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

Web-based Resource

Industries

EducationDeveloper ToolsProfessional Services

Modalities

Text

Skill Areas

AI Engineering EducationMachine Learning Resource CurationAI Industry Knowledge ManagementProfessional Development in AIAI/ML Literature ReviewTechnical Learning Path Planning

tag

AI SafetyAnthropic / ClaudeAutoGenAzure AIC++ChromaCourseCrewAIDPODSPyDVCData ScienceDeep LearningDeepSeekEvalsForkedGoogle AIGoogle CloudGuardrailsHaystackHeliconeHuggingFaceKubeflowLLM ServingLangChainLangGraphLangSmithLangfuseLarge Language ModelsLlamaIndexLoRA / PEFTMLOpsMLflowMachine LearningMilvusMistralModel OptimizationNeMo GuardrailsOllamaOpenAIOpenLLMetryPhoenixPineconePrefectPrompt EngineeringQdrantQuantizationRAGResearch / PapersRoadmapSemantic KernelTensorFlowTensorRTTraceloopTransformersTritonTutorialWeaviateWeights & BiasesZenMLllama.cpppgvectorvLLM

Use Cases

AI Engineer Skill DevelopmentIndustry Trend TrackingEducational Resource DiscoveryProfessional Learning Path PlanningAI/ML Literature Compilation

Recent Activity

Updated 3 months ago

7 Days

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30 Days

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90 Days

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Chip's substack is different

Zach Wilson • Feb 17, 2026

9efd095

Merge pull request #1 from yvardh30/patch-1

Zach Wilson • Feb 17, 2026

baae77a

Clean up interview resources in interviews.md

Yasho Vardhan • Feb 17, 2026

c30baba

Quality

production
Quality
medium
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureCloud & PlatformsLearning ResourcesSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingML Platform & InfrastructureSafety & AlignmentSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencySafety & AlignmentScale & ReliabilityData & EvaluationProduct DiscoveryAI-Native Architecture

Languages

No language breakdown recorded.

Timeline

Project created
Feb 16, 2026
Forked
Mar 12, 2026
Your last push
3 months ago
Upstream last push
2 months ago
Tracked since
Feb 17, 2026

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