# deeplearning.ai

**Repository Path**: lengyanju8/deeplearning.ai

## Basic Information

- **Project Name**: deeplearning.ai
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-18
- **Last Updated**: 2025-05-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

 # DeepLearning.AI Courses

Code for [DeepLearning.AI Courses](https://www.deeplearning.ai/courses/):

<details>
<summary>Courses from 2023</summary>

## 2023
- [Evaluating and Debugging Generative AI](./2023/EvaluatingandDebuggingGenerativeAI)
- [Large Language Models with Semantic Search](./2023/LargeLanguageModelswithSemanticSearch)
- [Finetuning Large Language Models](./2023/FinetuningLargeLanguageModels)
- [How Business Thinkers Can Start Building AI Plugins With Semantic Kernel](./2023/HowBusinessThinkersCanStartBuildingAIPluginsWithSemanticKernel)
- [Building Systems with the ChatGPT API](./2023/BuildingSystemswiththeChatGPTAPI)
- [Pair Programming with a Large Language Model](./2023/PairProgrammingwithaLargeLanguageModel)
- [Functions Tools and Agents with LangChain](./2023/FunctionsToolsandAgentswithLangChain)
- [Understanding and Applying Text Embeddings](./2023/UnderstandingandApplyingTextEmbeddings)
- [LangChain Chat with Your Data](./2023/LangChainChatwithYourData)
- [Vector Databases: from Embeddings to Applications](./2023/VectorDatabasesfromEmbeddingstoApplications)
- [Quality and Safety for LLM Applications](./2023/QualityandSafetyforLLMApplications)
- [Building and Evaluating Advanced RAG](./2023/BuildingandEvaluatingAdvancedRAG)

### 12
- [Reinforcement Learning from Human Feedback](./2024/ReinforcementLearningFromHumanFeedback)

</details>

<details>
<summary>Courses from 2024</summary>

## 2024
- [Automated Testing for LLMOps](./2024/AutomatedTestingforLLMOps)
- [Building Applications with Vector Databases](./2024/BuildingApplicationswithVectorDatabases)
- [Serverless LLM apps with Amazon Bedrock](./2024/ServerlessLLMappswithAmazonBedrock)
- [Prompt Engineering with Llama 2](./2024/PromptEngineeringwithLlama2)
- [Open Source Models with Hugging Face](./2024/OpenSourceModelswithHuggingFace)
- [Knowledge Graphs for RAG](./2024/KnowledgeGraphsforRAG)
- [Efficiently Serving LLMs](./2024/EfficientlyServingLLMs)
- [JavaScript RAG Web Apps with LlamaIndex](./2024/JavaScriptRAGWebAppswithLlamaIndex)
- [Red Teaming LLM Applications](./2024/RedTeamingLLMApplications)
- [Preprocessing Unstructured Data for LLM Applications](./2024/PreprocessingUnstructuredDataforLLMApplications)
- [Quantization Fundamentals with Hugging Face](./2024/QuantizationFundamentalswithHuggingFace)

### 01
- [LLMOps](./01/2024/LLMOps)
- [Advanced Retrieval for AI with Chroma](./01/2024/AdvancedRetrievalforAIwithChroma)

### 05
- [Quantization in Depth]()
- [Building Agentic RAG with LlamaIndex]()
- [Building Multimodal Search and RAG]()
- [Multi AI Agent Systems with crewAI](2024/05/MultiAIAgentSystemswithcrewAI/)
- [Introduction to On-Device AI](2024/05/IntroductiontoOnDeviceAI/)
- [AI Agentic Design Patterns with AutoGen](2024/05/AIAgenticDesignPatternswithAutoGen)


### 06
- [AI Agents in LangGraph](./2024/06/AIAgentsinLangGraph)
- [Building Your Own Database Agent](./2024/06/BuildingYourOwnDatabaseAgent)
- [Function-Calling and Data Extraction with LLMs](./2024/06/FunctionCallingandDataExtractionwithLLMs/)
- [Carbon Aware Computing for GenAI Developers](./2024/06/CarbonAwareComputingforGenAIDevelopers/)


### 07
- [Prompt Compression and Query Optimization](./2024/07/PromptCompressionandQueryOptimization/)
- [Pretraining LLMs](./2024/07/PretrainingLLMs)
- [Federated Learning](./2024/07/FederatedLearning/)
- [Embedding Models](./2024/07/EmbeddingModels/)

### 08
- [Improving Accuracy of LLM Applications](./2024/08/ImprovingAccuracyofLLMApplications/)
- [Building AI Applications with Haystack](./2024/08/BuildingAIApplicationswithHaystack/)
- [Large Multimodal Model Prompting with Gemini](./2024/08/LargeMultimodalModelPromptingwithGemini/)

### 09
- [Multimodal RAG: Chat with Videos](./2024/09/MultimodalRAGChatwithVideos/)

### 10
- [Retrieval Optimization: From Tokenization to Vector Quantization](./2024/10/RetrievalOptimization/)

</details>

## 2025

### 03

- [Vibe Coding 101 with Replit](./2025/03/VibeCoding101withReplit/)

### 04
- [Getting Structured LLM Output](./2025/04/GettingStructuredLLMOutput/)
- [Building AI Browser Agents](./2025/04/BuildingAIBrowserAgents/)
- [Building Code Agents with Hugging Face smolagents](./2025/04/BuildingCodeAgentswithHuggingFacesmolagents)

### 05
- [Building AI Voice Agents for Production](2025/05/BuildingAIVoiceAgentsforProduction/)
- [MCP Build Rich-Context AI Appswith Anthropic](2025/05/MCPBuildRichContextAIAppswithAnthropic/)