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Claude API for Developers - Build Intelligent Applications · LearnSpace
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Claude API for Developers - Build Intelligent Applications

Курс от Packt
Средний≈ 5.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Build practical AI-powered applications using the Claude API and modern LLM engineering techniques. You will learn how to integrate Claude models into Python applications, manage multi-turn conversations, implement memory systems, stream responses, and create structured outputs for production-ready intelligent applications. The journey begins with an in-depth exploration of the Claude model family and the Anthropic API ecosystem. You will set up API access, make your first Python requests, and progressively implement advanced conversational AI features such as chatbot memory, system prompts, streaming responses, and structured response handling. This course is designed for Python developers, AI enthusiasts, software engineers, and technical professionals who want to build intelligent applications using modern LLM APIs. Learners should have basic Python programming knowledge and familiarity with APIs. The course is best suited for intermediate learners looking to expand into AI application development and generative AI engineering. By the end of the course, you will be able to integrate the Claude API into Python applications, build memory-enabled AI chatbots, implement advanced tool-calling systems, create structured AI workflows, and develop complete RAG-powered intelligent applications using embeddings, vector databases, and contextual retrieval pipelines.

Навыки, которые вы освоите

Retrieval-Augmented GenerationEmbeddingsLangChainVector DatabasesAnthropic ClaudePrompt EngineeringDocument ManagementContext ManagementTool CallingLarge Language ModelingAgentic WorkflowsReal Time DataClaude CodeAI OrchestrationAI WorkflowsLLM ApplicationPython ProgrammingGenerative AI AgentsAI IntegrationsApplication Programming Interface (API)

Программа курса

4 модулей · 34 учебных материалов

01Introduction2 материалов

Introduction

Full Course ResourcesЧтениеIntroductionВидео
02Claude API and Model Family Deep Dive11 материалов

Claude API and Model Family Deep Dive

Claude Model FamilyВидео

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Packt - Course Instructors

Преподаватель курса

Claude API for Developers - Build Intelligent Applications
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Обучение на Coursera

≈ 5.6 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Accessing Claude API and How Claude API and Clients Work - OverviewВидео
Getting the Anthropic API KeyВидео
Hands-on - Making a Request to Claude API in PythonВидео
Hands-on - Implementing Memory for Multi-turn ConversationВидео
Hands-on - Build a Simple ChatBot with MemoryВидео
Hands-on - System Prompt - Part 1Видео
Hands-on - Streaming ResponsesВидео
Hands-on - Structured OutputВидео
Selecting and Using Claude Models with the Anthropic APIDIALOGUE
Claude API and Model Family Deep DiveЗадание
03Tools Usage with Claude API9 материалов

Tools Usage with Claude API

Tool-Calling Use IntroductionВидеоHands-on - Creating the Tool - Function and TestingВидеоHands-on - Creating a Schema and Calling the Tool with Claude APIВидеоHands-on - Enhanced Tool-calling - Interactive Console ChatbotВидеоHands-on - Calling Multiple ToolsВидеоHands-on - Tool Calling and Structured OutputВидеоHands-on - Claude Websearch Tool-callВидеоTool Use and Schema for Dynamic LLM ApplicationsDIALOGUETools Usage with Claude APIЗадание
04RAG - Retrieval-Augmented Generation - with the Claude API12 материалов

RAG - Retrieval-Augmented Generation - with the Claude API

RAG and Embeddings - A Crash CourseВидеоGenerating Embeddings with the VoyageAI Embedding ModelВидеоLangChain Introduction and the DocLoader SetupВидеоHands-on - Text Splitters and Chunk Sizes DemoВидеоHands-on - Load Chunks and EmbeddingsВидеоIntroduction to ChromaDB and Quick ImplementationВидеоHands-on Saving Embeddings to a ChromaDB and Retrieving Relevant DocumentsВидеоDistance vs SimilarityВидеоThe Full RAG System Workflow: Claude to Craft the Final Relevant ResponseВидеоRAG - Retrieval-Augmented Generation - with the Claude APIЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание