Maven - AI Engineering Buildcamp From RAG to Agents (6.2026)

File Name

Size

001 Session 1.mp4

174 MB

002 Course overview.mp4

288 MB

003 AIEBC 01-01-06 - Codespaces.mp4

43 MB

004 AIEBC 01-01-07 - Local Setup.mp4

35 MB

005 AIEBC 01-02-01 - Section Overview.mp4

18 MB

006 AIEBC 01-02-02 - Documentation Assistant.mp4

17 MB

007 AIEBC 01-02-03 - OpenAI API.mp4

116 MB

008 AIEBC 01-02-04 - RAG intro.mp4

74 MB

009 AIEBC 01-02-05 - Extracting Documentation from GitHub.mp4

141 MB

010 AIEBC 01-02-06 - Search.mp4

75 MB

011 AIEBC 01-02-07 - Document Chunking.mp4

149 MB

012 AIEBC 01-02-08 - Documentation RAG.mp4

74 MB

013 AIEBC 01-03-01 - Structured Output Introduction.mp4

34 MB

014 AIEBC 01-03-02 - Structured Output for Documentation RAG.mp4

246 MB

015 AIEBC 01-03-03 - Structured Streaming.mp4

326 MB

016 AIEBC 020102 - RAG Class.mp4

43 MB

017 Session 2 April 20.mp4

203 MB

018 Session 3 April 27.mp4

327 MB

019 AIEBC 030201 - Agents (section overview).mp4

38 MB

020 AIEBC 030202 - Agentic RAG and tool calling.mp4

186 MB

021 AIEBC 030203 - Agentic tool-call loop.mp4

265 MB

022 AIEBC 030204 - Q&A Loop + Our Own Agents Library.mp4

134 MB

023 AIEBC 030205 - Structured Output for Agents (Optional).mp4

277 MB

024 AIEBC 030206 - Visual Summary.mp4

33 MB

025 AIEBC 030301 - Section overview.mp4

32 MB

026 AIEBC 030302 - Introduction to Agent Frameworks with ToyAIKit.mp4

143 MB

027 AIEBC 030303 - Organizing Tools in a Class.mp4

121 MB

028 AIEBC 030304 - Agentic Search Going Beyond RAG.mp4

172 MB

029 AIEBC 030305 - Pydantic AI.mp4

220 MB

030 AIEBC 030306 - Pydantic AI event stream handler.mp4

38 MB

031 Session 4 MAY 4.mp4

415 MB

032 AIEBC 04-02-01 - Section overview.mp4

14 MB

033 AIEBC 04-03-02 - Converting a Jupyter Notebook into a Python Project.mp4

225 MB

034 AIEBC 04-02-03 - Streaming with Pyndatic AI.mp4

229 MB

035 AIEBC 04-02-04 - Streaming methods in Pydantic AI.mp4

17 MB

036 AIEBC 04-02-05 - Structured Streaming with Pydantic AI.mp4

130 MB

037 AIEBC 04-02-06 - Streamlit Frontend for Documentation Agent.mp4

57 MB

038-AIEBC-04-03-01-Section-overview.mp4

15 MB

039 AIEBC 04-03-02 - First Agent Test.mp4

48 MB

040 AIEBC 04-03-03 - Testing Tool Calls.mp4

98 MB

041 AIEBC 04-03-04 - Refactoring the code and tests.mp4

150 MB

042 AIEBC 04-03-05 - More tests code blocks and adding references.mp4

106 MB

043-AIEBC-04-03-06-Cost-tracking.mp4

76 MB

044 AIEBC 04-04-01 - Section overview.mp4

16 MB

045 AIEBC 04-04-02 - Creating a Test Judge.mp4

186 MB

046 AIEBC 04-04-03 - From Usage to Test Cases.mp4

38 MB

047-AIEBC-04-04-04-Implementing-More-Test-Scenarios-with-AI-Assistant.mp4

323 MB

048 AIEBC 04-04-05 - Improving Judge Tests.mp4

85 MB

049 Session 5.mp4

270 MB

050 AIEBC 05-02-01 - Section Overview.mp4

10 MB

051 AIEBC 05-02-02 - Logfire integration to Pydantic AI.mp4

51 MB

052 AIEBC 05-02-03 - Joining multiple runs under one span tree in Logfire.mp4

40 MB

053 AIEBC 05-02-04 - Tracking user feedback.mp4

39 MB

054 AIEBC 05-02-05 - Downloading traces data from Logfire.mp4

82 MB

055 Session 6.mp4

448 MB

056 AIEBC 06-02-01 - Section overview.mp4

37 MB

057 AIEBC 06-02-02 - Collecting Evaluation Data and Creating Usage Scenarios.mp4

40 MB

058-AIEBC-06-02-03 - Running Agent for Evaluations.mp4

212 MB

059-AIEBC-06-02-04 - Evaluating AI Responses.mp4

185 MB

060 AIEBC 06-02-05 - Judge and Alignment.mp4

220 MB

061 AEIBC 06-02-06 - Measuring the Quality of Agent with Judge.mp4

81 MB

062 AIEBC 06-03-02 - Synthetic Data Generation Generating User Questions.mp4

255 MB

063 AIEBC 06-03-03 - Running Agent on Synthetic Data.mp4

60 MB

064 AIEBC 06-03-04 - Running the Judge on Synthetic Data.mp4

174 MB

065 Session 7.mp4

202 MB

066 AI Bootcamp - Submitting and Reviewing Projects.mp4

36 MB

067 AI Bootcamp 2025 - Hackathon Project.mp4

40 MB

068 Session 8.mp4

305 MB

069 Last session JUN 8.mp4

375 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/001 Week 1 OpenAI Alternatives ().html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/002 OpenAI chat.completions API.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/003 Groq.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/004 Anthropic.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/005 Amazon Bedrock.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/006 Gemini.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/007 Z.ai.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/008 Grok.html

1.5 MB

BONUSES/HTML/001 Week 1 OpenAI Alternatives ()/009 Ollama.html

1.5 MB

BONUSES/HTML/002 Week 1 Search Bonus Materials ()/001 Section overview.html

1.5 MB

BONUSES/HTML/002 Week 1 Search Bonus Materials ()/002 Vector search.html

1.5 MB

BONUSES/HTML/002 Week 1 Search Bonus Materials ()/003 Advanced chunking methods.html

1.5 MB

BONUSES/HTML/003 Week 2 FAQ Assistant ()/001 Section overview.html

1.5 MB

BONUSES/HTML/003 Week 2 FAQ Assistant ()/002 DataTalks.Club FAQ Dataset.html

1.5 MB

BONUSES/HTML/003 Week 2 FAQ Assistant ()/003 Q&A RAG.html

1.5 MB

BONUSES/HTML/003 Week 2 FAQ Assistant ()/004 Use case DataTalks.Club FAQ chatbot.html

1.5 MB

BONUSES/HTML/003 Week 2 FAQ Assistant ()/005 Use case RAG for content management.html

1.5 MB

BONUSES/HTML/004 Week 2 YouTube Transcripts ()/001 Section overview.html

1.5 MB

BONUSES/HTML/004 Week 2 YouTube Transcripts ()/002 Getting transcripts.html

1.5 MB

BONUSES/HTML/004 Week 2 YouTube Transcripts ()/003 Prompt engineering.html

1.5 MB

BONUSES/HTML/004 Week 2 YouTube Transcripts ()/004 Structured output.html

1.5 MB

BONUSES/HTML/004 Week 2 YouTube Transcripts ()/005 RAG on YouTube videos.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/001 Section overview.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/002 Extracting text from PDFs.html

2.0 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/003 Structured output.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/004 Cleaning code and refactoring into modules.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/005 Processing all pages.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/006 Parallel processing.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/007 RAG on a math book.html

1.5 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/008 Using an external persistent knowledge base.html

1.7 MB

BONUSES/HTML/005 Week 2 PDF Data Extraction (Math Book) ()/009 RAG with external persistent knowledge base.html

1.5 MB

BONUSES/HTML/006 Week 2 Text Search with Elasticsearch ()/[OLD] Text Search with Elasticsearch.html

1.5 MB

BONUSES/HTML/007 Week 2 Vector Search with Qdrant ()/[OLD] Vector Search with Qdrant.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/001 Section overview.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/002 Web search with OpenAI built-in tool.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/003 Web search agent with PydanticAI.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/004 Web search with Brave API.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/005 Web page content extraction.html

1.5 MB

BONUSES/HTML/008 Week 3 Web and YouTube Researcher ()/006 YouTube search and web research agent.html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/001 Section overview.html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/002 Preparing the agents library.html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/003 Tool calling with OpenAI responses API (notebook starter).html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/004 Tool calling with OpenAI Chat Completions API.html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/005 Tool calling with Anthropic.html

1.5 MB

BONUSES/HTML/009 Week 3 Alternatives to OpenAI Tool Calling (And Creating Our Own Library) ()/006 Tool calling with Gemini.html

1.5 MB

BONUSES/HTML/010 Week 3 Agent Frameworks - Alternatives ()/001 Section overview.html

1.5 MB

BONUSES/HTML/010 Week 3 Agent Frameworks - Alternatives ()/002 OpenAI Agents SDK.html

1.5 MB

BONUSES/HTML/010 Week 3 Agent Frameworks - Alternatives ()/003 LangChain.html

1.5 MB

BONUSES/HTML/010 Week 3 Agent Frameworks - Alternatives ()/004 Google ADK (Agent Development Kit).html

1.5 MB

BONUSES/HTML/011 Week 3 Model-Context Protocol (MCP) ()/001 Introduction to MCP (Model-Context Protocol).html

1.7 MB

BONUSES/HTML/011 Week 3 Model-Context Protocol (MCP) ()/002 MCP STDIO Transport Communicating with Local MCP Servers.html

1.7 MB

BONUSES/HTML/011 Week 3 Model-Context Protocol (MCP) ()/003 MCP with Pydantic AI. Using MCP SSE Transport.html

1.6 MB

BONUSES/HTML/011 Week 3 Model-Context Protocol (MCP) ()/004 (Optional) Connect to MCP from Cursor.html

1.7 MB

BONUSES/HTML/012 Week 4 Libraries for Agent Testing ()/001 [OLD] LangWatch Scenario for Agent Testing.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/001 Section overview.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/002 Workflows and orchestrated patterns.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/003 Group 1 Routing.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/004 1a. Simple routing.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/005 1b. Agents as tools.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/006 1c. Handoffs.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/007 Group 2 Pipeline.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/008 2a. Prompt chaining.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/009 2b. Static plan-and-execute.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/010 2c. Dynamic plan-and-execute.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/011 Group 3 Feedback.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/012 3a. Human in the loop.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/013 3b. Fixed evaluator-optimizer.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/014 3c. Dynamic evaluator-optimizer.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/015 Group 4 Coordination.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/016 4a. Parallelization.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/017 4b. Orchestrator-workers.html

1.5 MB

BONUSES/HTML/013 Week 4 Multi-Agent Systems ()/018 4c. Multi-agent collaboration.html

1.5 MB

BONUSES/HTML/014 Week 5 Pydantic Logfire and Jaeger ()/Pydantic Logfire and Jaeger.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/001 Section overview.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/002 Defining log records.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/003 Integrating the monitoring service into the application.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/004 Saving logs and events to SQLite.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/005 Creating a Streamlit dashboard.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/006 Fake logs generator.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/007 Online judge.html

1.5 MB

BONUSES/HTML/015 Week 5 DIY Logging and Monitoring ()/008 Building a dashboard with Grafana and Postgres.html

1.5 MB

BONUSES/HTML/016 Week 5 Other Observability Platforms ()/[OLD] LLM Observability with LangWatch.html

1.5 MB

BONUSES/HTML/017 Week 6 Code Improvements ()/001 Refactoring the evaluation code.html

1.5 MB

BONUSES/HTML/017 Week 6 Code Improvements ()/002 Using AI assistants to improve the judges.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/001 Introduction (TODO).html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/002 Environment Preparation.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/003 Implementing Tools from OpenAPI Specs.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/004 Implementing the Agent with Pydantic AI.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/005 Organizing the Code into a Project and Creating Streamlit App.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/006 Testing the Agent.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/007 Test Judge.html

1.5 MB

BONUSES/HTML/018 Week 7 My Daily Tasks End-To-End Project Example ()/008 Monitoring with Pydantic Logfire.html

1.5 MB

BONUSES/HTML/019 Week 7 Guardrails ()/Guardrails workshop.html

1.5 MB

BONUSES/HTML/020 Week 7 Deployment ()/Untitled lesson.html

1.4 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/001 AI Coding Agent Introduction.html

1.5 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/002 (Optional) Creating a Django Template Project.html

1.5 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/003 Tools for the Coding Agent.html

1.5 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/004 AI Coding Agent.html

1.5 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/005 (Optional) Coding Agent with Z.ai.html

1.5 MB

BONUSES/HTML/021 Week 8 Build a Coding Agent from Scratch ()/006 (Optional) Multi-Agent Coding Assistant Clarifier, Planner and Executor Agents.html

1.5 MB

BONUSES/HTML/022 Week 8 Github Project Scorer Code Analysis Agent ()/001 Introduction.html

1.5 MB

BONUSES/HTML/022 Week 8 Github Project Scorer Code Analysis Agent ()/002 Project Scorer Tools.html

1.5 MB

BONUSES/HTML/022 Week 8 Github Project Scorer Code Analysis Agent ()/003 Project Scorer Agent.html

1.5 MB

BONUSES/HTML/023 Week 8 Deep Research Agent [OLD] ()/001 Deep Research Agent.html

1.5 MB

BONUSES/HTML/023 Week 8 Deep Research Agent [OLD] ()/002 Multi-Agent Deep Research.html

1.5 MB

BONUSES/HTML/023 Week 8 Deep Research Agent [OLD] ()/003 Multi-Agent Orchestration.html

1.5 MB

BONUSES/HTML/024 Week 8 Use Cases Library ()/Untitled lesson.html

1.4 MB

BONUSES/HTML/025 Week 8 Student Project Examples ()/Cohort 1.html

1.5 MB

BONUSES/VIDEOS/070 AIEBC 01-05-01 - Overview - 1920x1080 3200K.mp4

25 MB

BONUSES/VIDEOS/071 AIEBC 01-05-03 - Groq - 1920x1080 3200K.mp4

68 MB

BONUSES/VIDEOS/072 AIEBC 01-05-04 - Anthropic - 1920x1080 3200K.mp4

122 MB

BONUSES/VIDEOS/073 AIEBC 01-05-05 - AWS Bedrock - 1920x1080 3200K.mp4

388 MB

BONUSES/VIDEOS/074 AIEBC 01-05-06 - Gemini - 1920x1080 3200K.mp4

114 MB

BONUSES/VIDEOS/075 AIEBC 01-05-07 - Z.ai - 1920x1080 3200K.mp4

97 MB

BONUSES/VIDEOS/076 AIEBC 01-05-08 - Grok - 1920x1080 3200K.mp4

24 MB

BONUSES/VIDEOS/077 AIEBC 01-04-02 - Vector Search - 1920x1080 3200K.mp4

136 MB

BONUSES/VIDEOS/078 AIEBC 02-02-01 - Section Overview FAQ Dataset - 1920x1080 3200K.mp4

38 MB

BONUSES/VIDEOS/079 AIEBC 02-02-02 - FAQ Dataset - 1920x1080 3200K.mp4

83 MB

BONUSES/VIDEOS/080 AIEBC 02-02-04 - Q&A RAG - 1920x1080 3200K.mp4

79 MB

BONUSES/VIDEOS/081 AIEBC 02-02-04 - ZoomcampQABot in DataTalks.Club Slack - 1920x1080 3200K.mp4

21 MB

BONUSES/VIDEOS/082 AIEBC 02-02-05 - RAG Content Management - 1920x1080 3200K.mp4

48 MB

BONUSES/VIDEOS/083 AIEBC 02-02-01 - Section Intro (YouTube) - 1920x1080 3200K.mp4

21 MB

BONUSES/VIDEOS/084 AIEBC 02-03-02 - Getting Transcript Data - 1920x1080 3200K.mp4

58 MB

BONUSES/VIDEOS/085 AIEBC 02-03-03 - Prompt Engineering - 1920x1080 3200K.mp4

94 MB

BONUSES/VIDEOS/086 AIEBC 02-03-04 - Structured Output - 1920x1080 3200K.mp4

217 MB

BONUSES/VIDEOS/087 AIEBC 02-03-05 - YouTube RAG - 1920x1080 3200K.mp4

68 MB

BONUSES/VIDEOS/088 AIEBC 01-04-01 - Extracting Information from PDF Books - 1920x1080 3200K.mp4

27 MB

BONUSES/VIDEOS/089 AIEBC 02-04-02 - Extracting Text from PDFs - 1920x1080 3200K.mp4

116 MB

BONUSES/VIDEOS/090 AIEBC 02-04-03 - Structured Output - 1920x1080 3200K.mp4

195 MB

BONUSES/VIDEOS/091 AIEBC 02-04-04 - Cleaning and Refactoring - 1920x1080 3200K.mp4

137 MB

BONUSES/VIDEOS/092 AIEBC 02-04-06 - Processing All Book Pages - 1920x1080 3200K.mp4

60 MB

BONUSES/VIDEOS/093 AIEBC 02-04-07 - Parallel Processing for Book Pages - 1920x1080 3200K.mp4

54 MB

BONUSES/VIDEOS/094 AIEBC 02-04-08 - RAG on Math Book - 1920x1080 3200K.mp4

140 MB

BONUSES/VIDEOS/095 AIEBC 02-04-09 - External Persistent Knowledge Bases - 1920x1080 3200K.mp4

35 MB

BONUSES/VIDEOS/096 AIEBC 02-04-10 - External database RAG implemented - 1920x1080 3200K.mp4

55 MB

BONUSES/VIDEOS/097 AI Bootcamp 1.9 - Elasticsearch (Bonus) - 1920x1080 3200K.mp4

123 MB

BONUSES/VIDEOS/098 AI Bootcamp 1.10 - Qdrant (Optional) - 1920x1080 3200K.mp4

58 MB

BONUSES/VIDEOS/099 AIEBC 03-04-02 - Web Search with OpenAI Built-in Tool - 1920x1080 3200K.mp4

166 MB

BONUSES/VIDEOS/100 AIEBC 03-04-03 - Web Search Agent with PydanticAI - 1920x1080 3200K.mp4

131 MB

BONUSES/VIDEOS/101 AIEBC 03-04-04 - Brave Search API - 1920x1080 3200K.mp4

140 MB

BONUSES/VIDEOS/102 AIEBC 03-04-05 - Web Page Content Extraction - 1920x1080 3200K.mp4

100 MB

BONUSES/VIDEOS/103 AIEBC 03-04-06 - YouTube Search + Complete Web Research Agent - 1920x1080 3200K.mp4

242 MB

BONUSES/VIDEOS/104 AIEBC 03-05-02 - Preparing the Agents Library for Different LLM Providers - 1920x1080 3200K.mp4

176 MB

BONUSES/VIDEOS/105 AIEBC 03-05-03 - Starter notebook (OpenAI responses) - 1920x1080 3200K.mp4

52 MB

BONUSES/VIDEOS/106 AIEBC 03-05-04 - Chat Completions Tool Calls - 1920x1080 3200K.mp4

192 MB

BONUSES/VIDEOS/107 AIEBC 03-05-05 - Anthropic Tool Calls - 1920x1080 3200K.mp4

194 MB

BONUSES/VIDEOS/108 AIEBC 03-05-06 - Gemini Tool Calls - 1920x1080 3200K.mp4

207 MB

BONUSES/VIDEOS/109 Introduction to MCP (Model-Context Protocol).mp4

30 MB

BONUSES/VIDEOS/110 MCP STDIO Transport Communicating with Local MCP Servers.mp4

24 MB

BONUSES/VIDEOS/111 MCP with Pydantic AI. Using MCP SSE Transport.mp4

13 MB

BONUSES/VIDEOS/112 (Optional) Connect to MCP from Cursor.mp4

19 MB

BONUSES/VIDEOS/113 AI Bootcamp 3.7 - Testing AI Agents with LangWatch Scenario - 1920x1080 3200K.mp4

130 MB

BONUSES/VIDEOS/114 AIEBC 04-06-01 - Section Overview - 2160x1440 5500K.mp4

32 MB

BONUSES/VIDEOS/115 AI Bootcamp 4~.11 - Observability with Pydantic Logfire and Jaeger.mp4

32 MB

BONUSES/VIDEOS/116 AIEBC 05-04-01 - Section overview - 1620x1080 3200K.mp4

10 MB

BONUSES/VIDEOS/117 AIEBC 05-04-02 - Defining the log records - 1620x1080 3200K.mp4

184 MB

BONUSES/VIDEOS/118 AIEBC 05-03-03 - Integrating the Monitoring Service into the Application - 1620x1080 3200K.mp4

225 MB

BONUSES/VIDEOS/119 AIEBC 05-04-04 - Saving Logs and Events to SQLite - 1620x1080 3200K.mp4

127 MB

BONUSES/VIDEOS/120-AIEBC-05-03-05-Saving-Logs-and-Creating-a-Streamlit-Dashboard-1620x1080-3200K.mp4

113 MB

BONUSES/VIDEOS/121 AIEBC 05-04-06 - Generating Fake Data for Dashboard Test - 1620x1080 3200K.mp4

70 MB

BONUSES/VIDEOS/122 AIEBC 05-04-06 - Online Judge - 1620x1080 3200K.mp4

175 MB

BONUSES/VIDEOS/123 AIEBC 05-04-08 - Building a Dashboard with Grafana and Postgres - 1620x1080 3200K.mp4

105 MB

BONUSES/VIDEOS/124 AI Bootcamp 4.13 - LangWatch - 1920x1080 3200K.mp4

91 MB

BONUSES/VIDEOS/125 AIEBC 06-04-02 - Refactoring - 1620x1080 3200K.mp4

101 MB

BONUSES/VIDEOS/126-AIEBC-06-04-03-Using-AI-Assistant-to-Improve-the-Judge-1620x1080-3200K.mp4

226 MB

BONUSES/VIDEOS/127 AI Bootcamp 6.2 - Environment Preparation - 1920x1080 3200K.mp4

32 MB

BONUSES/VIDEOS/128 AI Bootcamp 6.3 - Implementing Tools from OpenAPI Specs - 1920x1080 3200K.mp4

66 MB

BONUSES/VIDEOS/129 AI Bootcamp 6.4 - Building a To-Do Agent - 1920x1080 3200K.mp4

129 MB

BONUSES/VIDEOS/130 AI Bootcamp 6.5 - Turning Notebook into a Proper Python Project - 1920x1080 3200K.mp4

76 MB

BONUSES/VIDEOS/131 AI Bootcamp 6.6 - Testing the Agent - 1920x1080 3200K.mp4

239 MB

BONUSES/VIDEOS/132 AI Bootcamp 6.7 - Judge Tests - 1920x1080 3200K.mp4

109 MB

BONUSES/VIDEOS/133 AI Bootcamp 6.8 - Integrating Logfire for Agent Monitoring - 1920x1080 3200K.mp4

49 MB

BONUSES/VIDEOS/134 Building Safe AI Agents with Guardrails.mp4

432 MB

BONUSES/VIDEOS/135 AI Bootcamp 5.1.1 - AI Coding Agent Introduction - 1620x1080 3200K.mp4

12 MB

BONUSES/VIDEOS/136 AI Bootcamp 5.1.2 - Building a Django Template for Your Coding Agent - 1920x1080 3200K.mp4

112 MB

BONUSES/VIDEOS/137 AI Bootcamp - 5.1.3 - Creating Tools for the Agent - 1620x1080 3200K.mp4

106 MB

BONUSES/VIDEOS/138 AI Bootcamp 5.1.4 - AI Coding Agent - 1620x1080 3200K.mp4

97 MB

BONUSES/VIDEOS/139-AI-Bootcamp-5.1.5-AI-Coding-Assistant-with-Z.ai-1620x1080-3200K.mp4

47 MB

BONUSES/VIDEOS/140 AI Bootcamp 5.1.5 - (Optional) Building an AI Coding Agent From Clarification to Execution - 1920x1080 3200K.mp4

574 MB

BONUSES/VIDEOS/141 AI Bootcamp 5.2.1 - GitHub Project Scorer Intro - 1920x1080 3200K.mp4

36 MB

BONUSES/VIDEOS/142 AI Bootcamp 5.2.2 - Tools and Criteria Parser - 1920x1080 3200K.mp4

114 MB

BONUSES/VIDEOS/143 AI Bootcamp 5.2.3 - Scorer Agent - 1920x1080 3200K.mp4

181 MB

BONUSES/VIDEOS/144 AI Bootcamp 2.8 - Deep Research with Pydantic AI (Optional) - 1920x1080 3200K.mp4

544 MB

BONUSES/VIDEOS/145 AI Bootcamp 2.9 - Multi-Agent Deep Research with Pydantic AI (Optional) - 1920x1080 3200K.mp4

411 MB

BONUSES/VIDEOS/146 AI Bootcamp 2.9 - Orchestrating a Multi-Agent Deep Research System (Optional) - 1920x1080 3200K.mp4

206 MB

BONUSES/VIDEOS/147 AI Bootcamp Demo Day 5 Demos of AI Agents by Course Graduates.mp4

291 MB

code/ai-engineering-buildcamp-code-main.zip

22 MB

code/Week 1/001 Course overview.html

1.5 MB

code/Week 1/002 Course platform.html

1.5 MB

code/Week 1/003 Learning in public.html

1.5 MB

code/Week 1/004 Office hours.html

1.5 MB

code/Week 1/005 Week 1 overview.html

1.5 MB

code/Week 1/006 AI Engineering Buildcamp： From RAG to Agents.html

1.5 MB

code/Week 1/007 Environment preparation (Windows).html

1.5 MB

code/Week 1/008 Environment preparation (Linux).html

1.5 MB

code/Week 1/009 Environment preparation (MacOS).html

1.5 MB

code/Week 1/010 AI-Assisted development.html

1.5 MB

code/Week 1/011 Libraries overview.html

1.5 MB

code/Week 1/012 Section overview.html

1.5 MB

code/Week 1/013 Documentation agent running example.html

1.5 MB

code/Week 1/014 OpenAI API (Open AI Responses API).html

1.5 MB

code/Week 1/015 RAG (Retrieval-Augmented Generation).html

1.5 MB

code/Week 1/016 Getting data from GitHub.html

1.5 MB

code/Week 1/017 Indexing data for search.html

1.5 MB

code/Week 1/018 Chunking documents for better retrieval.html

1.5 MB

code/Week 1/019 End-to-end document assistant (RAG implemented).html

1.5 MB

code/Week 1/020 Structured output with OpenAI.html

1.5 MB

code/Week 1/021 Structured output for Documentation RAG.html

1.5 MB

code/Week 1/022 Streaming structured output.html

1.5 MB

code/Week 1/023 Section overview -.html

1.5 MB

code/Week 1/024 From idea to submission.html

1.5 MB

code/Week 1/025 Cohort 1 project ideas.html

1.5 MB

code/Week 1/026 Cohort 2 project ideas.html

1.5 MB

code/Week 1/027 Other project ideas.html

1.5 MB

code/Week 1/028 Homework (mini-project).html

1.5 MB

code/Week 1/029 Capstone work.html

1.5 MB

code/Week 2/001 Week overview.html

1.5 MB

code/Week 2/002 RAG Class.html

1.5 MB

code/Week 3/001 Section overview.html

2.0 MB

code/Week 3/002 Agentic RAG and function calling.html

1.5 MB

code/Week 3/003 The agentic tool-call loop.html

1.5 MB

code/Week 3/004 Q&A loop + mini-agentic framework.html

1.5 MB

code/Week 3/005 Structured output with agents ().html

1.5 MB

code/Week 3/006 Visual summary.html

1.5 MB

code/Week 3/007 Agent Frameworks Section overview.html

1.5 MB

code/Week 3/008 Introduction to agent frameworks with ToyAIKit.html

1.5 MB

code/Week 3/009 Organizing tools in a class.html

1.5 MB

code/Week 3/010 Agentic search going beyond agentic RAG.html

1.5 MB

code/Week 3/011 Pydantic AI production-ready agents.html

1.5 MB

code/Week 3/012 Pydantic AI seeing tool calls.html

1.5 MB

code/Week 3/013 Homework (mini-project).html

1.5 MB

code/Week 3/014 Capstone homework.html

1.5 MB

code/Week 4/001 Section overview.html

1.5 MB

code/Week 4/002 Converting Jupyter Notebook to Python project.html

1.5 MB

code/Week 4/003 Streaming with PydanticAI ().html

1.5 MB

code/Week 4/004 Streaming methods in Pydantic AI ().html

1.5 MB

code/Week 4/005 Structured output ().html

1.5 MB

code/Week 4/006 Streamlit application ().html

1.5 MB

code/Week 4/007 Section overview -.html

1.5 MB

code/Week 4/008 First agent test.html

1.5 MB

code/Week 4/009 Testing tool calls.html

1.5 MB

code/Week 4/010 Refactoring for tests.html

1.5 MB

code/Week 4/011 More tests code blocks and adding references.html

1.5 MB

code/Week 4/012 Tracking costs ().html

1.5 MB

code/Week 4/013 Section overview --.html

1.5 MB

code/Week 4/014 Creating an LLM judge.html

1.5 MB

code/Week 4/015 Using the agent and coming up with test cases.html

1.5 MB

code/Week 4/016 Creating more judge tests with AI assistants.html

1.5 MB

code/Week 4/017 Fixing the agent and the tests self-checking and different models.html

1.5 MB

code/Week 4/018 Homework (mini-project).html

1.5 MB

code/Week 4/019 Capstone.html

1.5 MB

code/Week 5/001 Section overview.html

1.5 MB

code/Week 5/002 Logfire integration with PydanticAI.html

1.5 MB

code/Week 5/003 Joining multiple runs under one span tree.html

1.5 MB

code/Week 5/004 Tracking user feedback.html

1.6 MB

code/Week 5/005 Downloading traces data from logfire.html

1.5 MB

code/Week 5/006 Homework (mini-project).html

1.5 MB

code/Week 5/007 Capstone.html

1.5 MB

code/Week 6/001 Section overview.html

1.5 MB

code/Week 6/002 Collecting evaluation data.html

1.5 MB

code/Week 6/003 Running the agent on scenarios.html

1.5 MB

code/Week 6/004 Evaluating AI responses.html

1.5 MB

code/Week 6/005 Judge alignment.html

1.5 MB

code/Week 6/006 Running evals.html

1.5 MB

code/Week 6/007 Section overview --.html

1.5 MB

code/Week 6/008 Generating synthetic user questions.html

1.5 MB

code/Week 6/009 Running the agent on synthetic data.html

1.5 MB

code/Week 6/010 Running the judge on synthetic data.html

1.5 MB

code/Week 6/011 Homework (mini-project).html

1.5 MB

code/Week 6/012 Capstone.html

1.5 MB

code/Week 7/1. Section overview.html

1.5 MB

code/Week 7/2. Project guidelines.html

1.5 MB

code/Week 7/3. Evaluation criteria.html

1.5 MB

code/Week 7/4. Documentation.html

1.5 MB

code/Week 7/5. Submission and peer reviews.html

2.4 MB