|
/
|
|
Get Bonus Downloads Here.url
|
0.2 KB
|
|
~Get Your Files Here !/
|
|
Bonus Resources.txt
|
0.1 KB
|
|
/Introduction/
|
|
001. GenAI for Busy Java Developers - Introduction.en.srt
|
5.4 KB
|
|
001. GenAI for Busy Java Developers - Introduction.mp4
|
35.3 MB
|
|
/.../Lesson 1 - Discover AI Origins, Patterns, and AI/ML Taxonomy/
|
|
001. Learning objectives.en.srt
|
0.7 KB
|
|
001. Learning objectives.mp4
|
4.2 MB
|
|
002. 1.1 Describe the historical evolution of Patterns, AI, and Machine Learning.en.srt
|
8.9 KB
|
|
002. 1.1 Describe the historical evolution of Patterns, AI, and Machine Learning.mp4
|
23.3 MB
|
|
003. 1.2 Explain the distinction between GenAI and PredAI.en.srt
|
7.2 KB
|
|
003. 1.2 Explain the distinction between GenAI and PredAI.mp4
|
21.8 MB
|
|
004. 1.3 Identify common patterns used in software development.en.srt
|
3.6 KB
|
|
004. 1.3 Identify common patterns used in software development.mp4
|
11.8 MB
|
|
/.../Lesson 10 - Learn about Vector Stores/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.7 MB
|
|
002. 10.1 Describe why Vector Stores are needed.en.srt
|
6.0 KB
|
|
002. 10.1 Describe why Vector Stores are needed.mp4
|
15.3 MB
|
|
003. 10.2 Classify different vector store options.en.srt
|
2.6 KB
|
|
003. 10.2 Classify different vector store options.mp4
|
6.1 MB
|
|
004. 10.3 Understand the importance of a chunking strategy.en.srt
|
5.2 KB
|
|
004. 10.3 Understand the importance of a chunking strategy.mp4
|
13.3 MB
|
|
005. 10.4 Describe LangChain4j's EmbeddingStore and Data Ingestion architecture.en.srt
|
3.8 KB
|
|
005. 10.4 Describe LangChain4j's EmbeddingStore and Data Ingestion architecture.mp4
|
12.0 MB
|
|
006. 10.5 Construct an index and search over it using embedding similarity.en.srt
|
14.1 KB
|
|
006. 10.5 Construct an index and search over it using embedding similarity.mp4
|
62.7 MB
|
|
/.../Lesson 11 - Understand the Basics of Agents/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.4 MB
|
|
002. 11.1 Identify what a Tool (function-calling) is.en.srt
|
3.8 KB
|
|
002. 11.1 Identify what a Tool (function-calling) is.mp4
|
11.4 MB
|
|
003. 11.2 Understand the relationship between reasoning models and tools.en.srt
|
6.4 KB
|
|
003. 11.2 Understand the relationship between reasoning models and tools.mp4
|
15.1 MB
|
|
004. 11.3 Demonstrate Tool use with AiService.en.srt
|
15.6 KB
|
|
004. 11.3 Demonstrate Tool use with AiService.mp4
|
42.2 MB
|
|
005. 11.4 Define what an Agent is.en.srt
|
7.4 KB
|
|
005. 11.4 Define what an Agent is.mp4
|
15.8 MB
|
|
006. 11.5 Describe current frameworks and the state of the art of Agents.en.srt
|
1.4 KB
|
|
006. 11.5 Describe current frameworks and the state of the art of Agents.mp4
|
4.0 MB
|
|
/.../Lesson 12 - Recap and Next Steps/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.3 MB
|
|
002. 12.1 Summarize major concepts from each chapter.en.srt
|
3.2 KB
|
|
002. 12.1 Summarize major concepts from each chapter.mp4
|
9.9 MB
|
|
003. 12.2 List tools, libraries, and resources used in the course.en.srt
|
1.0 KB
|
|
003. 12.2 List tools, libraries, and resources used in the course.mp4
|
4.6 MB
|
|
004. 12.3 Reflect on where GenAI best fits into Java development workflows.en.srt
|
1.3 KB
|
|
004. 12.3 Reflect on where GenAI best fits into Java development workflows.mp4
|
4.3 MB
|
|
005. 12.4 Identify advanced areas for deeper study.en.srt
|
2.9 KB
|
|
005. 12.4 Identify advanced areas for deeper study.mp4
|
7.8 MB
|
|
/.../Lesson 2 - Learn about Neural Networks, Weights, and LLMs/
|
|
001. Learning objectives.en.srt
|
0.7 KB
|
|
001. Learning objectives.mp4
|
4.6 MB
|
|
002. 2.1 Illustrate the structure of a basic neural network.en.srt
|
0.5 KB
|
|
002. 2.1 Illustrate the structure of a basic neural network.mp4
|
2.2 MB
|
|
003. 2.2 Explain the role of weights in the learning process.en.srt
|
2.3 KB
|
|
003. 2.2 Explain the role of weights in the learning process.mp4
|
8.1 MB
|
|
004. 2.3 Define basic GenAI terminology.en.srt
|
5.8 KB
|
|
004. 2.3 Define basic GenAI terminology.mp4
|
16.2 MB
|
|
005. 2.4 Describe the training process and the stochastic nature of GenAI models.en.srt
|
1.7 KB
|
|
005. 2.4 Describe the training process and the stochastic nature of GenAI models.mp4
|
6.0 MB
|
|
006. 2.5 Compare traditional deterministic programming to probabilistic GenAI models.en.srt
|
4.3 KB
|
|
006. 2.5 Compare traditional deterministic programming to probabilistic GenAI models.mp4
|
9.1 MB
|
|
/.../Lesson 3 - Use Prompt _Engineering_ and Context/
|
|
001. Learning objectives.en.srt
|
0.7 KB
|
|
001. Learning objectives.mp4
|
4.8 MB
|
|
002. 3.1 Design effective prompts using zero-shot, few-shot, and chain-of-thought techniques.en.srt
|
11.9 KB
|
|
002. 3.1 Design effective prompts using zero-shot, few-shot, and chain-of-thought techniques.mp4
|
32.5 MB
|
|
003. 3.2 Explain the importance of context in prompt success and result consistency.en.srt
|
3.9 KB
|
|
003. 3.2 Explain the importance of context in prompt success and result consistency.mp4
|
13.1 MB
|
|
004. 3.3 Explain Context Window and the stateless nature of an LLM connection.en.srt
|
1.8 KB
|
|
004. 3.3 Explain Context Window and the stateless nature of an LLM connection.mp4
|
3.9 MB
|
|
005. 3.4 Compare various message roles - System, User, and Assistant.en.srt
|
4.3 KB
|
|
005. 3.4 Compare various message roles - System, User, and Assistant.mp4
|
11.4 MB
|
|
006. 3.5 Describe a useful abstraction for context.en.srt
|
6.1 KB
|
|
006. 3.5 Describe a useful abstraction for context.mp4
|
16.0 MB
|
|
/.../Lesson 4 - Learn GenAI APIs for Java Developers _ REST and Java APIs/
|
|
001. Learning objectives.en.srt
|
0.5 KB
|
|
001. Learning objectives.mp4
|
3.8 MB
|
|
002. 4.1 Describe various types of programmatic access to GenAI services.en.srt
|
2.1 KB
|
|
002. 4.1 Describe various types of programmatic access to GenAI services.mp4
|
6.8 MB
|
|
003. 4.2 Compare various REST calls from popular GenAI providers.en.srt
|
3.0 KB
|
|
003. 4.2 Compare various REST calls from popular GenAI providers.mp4
|
8.9 MB
|
|
004. 4.3 Demonstrate REST calls and message components.en.srt
|
3.3 KB
|
|
004. 4.3 Demonstrate REST calls and message components.mp4
|
11.8 MB
|
|
005. 4.4 Explain the history of LangChain4j.en.srt
|
1.9 KB
|
|
005. 4.4 Explain the history of LangChain4j.mp4
|
7.3 MB
|
|
006. 4.5 Identify why an abstract API is useful for Java developers.en.srt
|
0.7 KB
|
|
006. 4.5 Identify why an abstract API is useful for Java developers.mp4
|
2.5 MB
|
|
007. 4.6 Demonstrate simple LangChain4j examples.en.srt
|
5.9 KB
|
|
007. 4.6 Demonstrate simple LangChain4j examples.mp4
|
21.2 MB
|
|
/.../Lesson 5 - Discover LangChain4j Basics/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.3 MB
|
|
002. 5.1 Define core components of LangChain4j.en.srt
|
2.0 KB
|
|
002. 5.1 Define core components of LangChain4j.mp4
|
4.4 MB
|
|
003. 5.2 Install and configure LangChain4j in a Java project using GradleMaven.en.srt
|
1.0 KB
|
|
003. 5.2 Install and configure LangChain4j in a Java project using GradleMaven.mp4
|
2.8 MB
|
|
004. 5.3 Demonstrate how to send UserMessages and SystemMessages to an LLM.en.srt
|
6.0 KB
|
|
004. 5.3 Demonstrate how to send UserMessages and SystemMessages to an LLM.mp4
|
22.7 MB
|
|
005. 5.4 Implement a basic chatbot with prompt context.en.srt
|
2.2 KB
|
|
005. 5.4 Implement a basic chatbot with prompt context.mp4
|
9.6 MB
|
|
006. 5.5 Demonstrate incorporating external data as context for the chatbot.en.srt
|
2.6 KB
|
|
006. 5.5 Demonstrate incorporating external data as context for the chatbot.mp4
|
14.7 MB
|
|
007. 5.6 Apply memory to retain conversation state.en.srt
|
4.9 KB
|
|
007. 5.6 Apply memory to retain conversation state.mp4
|
12.4 MB
|
|
008. 5.7 Implement a basic chatbot using ChatMemory.en.srt
|
6.7 KB
|
|
008. 5.7 Implement a basic chatbot using ChatMemory.mp4
|
19.6 MB
|
|
/.../Lesson 6 - Use Prompt Templates/
|
|
001. Learning objectives.en.srt
|
0.7 KB
|
|
001. Learning objectives.mp4
|
4.8 MB
|
|
002. 6.1 Identify why templates are useful.en.srt
|
3.3 KB
|
|
002. 6.1 Identify why templates are useful.mp4
|
8.6 MB
|
|
003. 6.2 Create reusable prompt templates using LangChain4j.en.srt
|
4.0 KB
|
|
003. 6.2 Create reusable prompt templates using LangChain4j.mp4
|
14.2 MB
|
|
004. 6.3 Demonstrate dynamic prompt composition using Java variables.en.srt
|
9.3 KB
|
|
004. 6.3 Demonstrate dynamic prompt composition using Java variables.mp4
|
46.9 MB
|
|
005. 6.4 Identify the advantages and disadvantages of prompt templates.en.srt
|
2.9 KB
|
|
005. 6.4 Identify the advantages and disadvantages of prompt templates.mp4
|
10.2 MB
|
|
/.../Lesson 7 - Understand Chatbot Architecture/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.6 MB
|
|
002. 7.1 Diagram the structure of a chatbot architecture.en.srt
|
3.6 KB
|
|
002. 7.1 Diagram the structure of a chatbot architecture.mp4
|
9.7 MB
|
|
003. 7.2 Identify the roles of System, User, and Assistant messages with a chatbot.en.srt
|
1.2 KB
|
|
003. 7.2 Identify the roles of System, User, and Assistant messages with a chatbot.mp4
|
3.6 MB
|
|
004. 7.3 Explain the use of LangChain4j s AiService.en.srt
|
14.1 KB
|
|
004. 7.3 Explain the use of LangChain4j s AiService.mp4
|
42.5 MB
|
|
005. 7.4 Assess chatbot context and costs.en.srt
|
2.8 KB
|
|
005. 7.4 Assess chatbot context and costs.mp4
|
7.1 MB
|
|
006. 7.5 Demonstrate a chatbot that maintains conversational context.en.srt
|
1.9 KB
|
|
006. 7.5 Demonstrate a chatbot that maintains conversational context.mp4
|
10.1 MB
|
|
/.../Lesson 8 - Learn Retrieval Augmented Generation (RAG)/
|
|
001. Learning objectives.en.srt
|
0.6 KB
|
|
001. Learning objectives.mp4
|
4.1 MB
|
|
002. 8.1 Understand basic ways to get an LLM to return a useful result.en.srt
|
7.4 KB
|
|
002. 8.1 Understand basic ways to get an LLM to return a useful result.mp4
|
18.2 MB
|
|
003. 8.2 Explain the motivation and architecture behind RAG.en.srt
|
10.1 KB
|
|
003. 8.2 Explain the motivation and architecture behind RAG.mp4
|
24.3 MB
|
|
004. 8.3 Illustrate the document retrieval and injection pipeline.en.srt
|
7.8 KB
|
|
004. 8.3 Illustrate the document retrieval and injection pipeline.mp4
|
25.2 MB
|
|
005. 8.4 Identify the advantages of a RAG-based system.en.srt
|
2.3 KB
|
|
005. 8.4 Identify the advantages of a RAG-based system.mp4
|
5.6 MB
|
|
006. 8.5 Identify potential issues and failure modes of retrieval-based systems.en.srt
|
4.9 KB
|
|
006. 8.5 Identify potential issues and failure modes of retrieval-based systems.mp4
|
16.9 MB
|
|
/.../Lesson 9 - Understand Embedding Vectors and Similarity/
|
|
001. Learning objectives.en.srt
|
0.8 KB
|
|
001. Learning objectives.mp4
|
5.1 MB
|
|
002. 9.1 Understand why similarity is needed for GenAI.en.srt
|
2.2 KB
|
|
002. 9.1 Understand why similarity is needed for GenAI.mp4
|
8.1 MB
|
|
003. 9.2 Define embeddings and their mathematical representation.en.srt
|
8.0 KB
|
|
003. 9.2 Define embeddings and their mathematical representation.mp4
|
20.5 MB
|
|
004. 9.3 Compare 2d, 3d, and N-d embeddings.en.srt
|
5.8 KB
|
|
004. 9.3 Compare 2d, 3d, and N-d embeddings.mp4
|
16.7 MB
|
|
005. 9.4 Demonstrate how to generate a text embedding.en.srt
|
2.4 KB
|
|
005. 9.4 Demonstrate how to generate a text embedding.mp4
|
14.9 MB
|
|
006. 9.5 Describe LangChain4j s EmbeddingModel.en.srt
|
2.1 KB
|
|
006. 9.5 Describe LangChain4j s EmbeddingModel.mp4
|
7.3 MB
|
|
007. 9.6 Compute similarity between vectors to rank text relevance.en.srt
|
9.7 KB
|
|
007. 9.6 Compute similarity between vectors to rank text relevance.mp4
|
25.7 MB
|
|
/Summary/
|
|
001. GenAI for Busy Java Developers - Summary.en.srt
|
1.5 KB
|
|
001. GenAI for Busy Java Developers - Summary.mp4
|
10.0 MB
|
|
Total files 150
|
