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Full-Stack AI and Mastering AI Agents Bootcamp · LearnSpace
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Full-Stack AI and Mastering AI Agents Bootcamp

Курс от Packt
Средний≈ 10.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! 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. In this bootcamp, you’ll learn full-stack AI development, starting with setting up Ollama and building your first AI models. Explore AI for text processing, including content generation, grammar checking, and text summarization with NLP and large language models. You’ll also build AI-powered conversational bots and assistants, and create real-world applications like web scrapers and document readers. Integrate memory, voice recognition, and web interfaces to develop complex AI agents. This course is ideal for developers and aspiring AI engineers looking to deepen their skills in AI agent development. Prerequisites include basic knowledge of Python and AI concepts. By the end, you’ll have hands-on experience creating and deploying advanced AI models and systems for real-world projects.

Навыки, которые вы освоите

Generative AI AgentsLarge Language ModelingAI IntegrationsSoftware InstallationAI WorkflowsAgentic Workflows

Программа курса

7 модулей · 58 учебных материалов

01Full Stack AI: Quick Start - Setting Up Ollama & First AI Model6 материалов

Full Stack AI: Quick Start - Setting Up Ollama & First AI Model

Introduction to Section: Quick Start - Setting Up Ollama & First AI ModelВидеоFull Course ResourcesЧтениеIntroduction to OllamaВидеоInstalling & Setting Up OllamaВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Full-Stack AI and Mastering AI Agents Bootcamp
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Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.6 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
Up and Running with PythonВидео
Your First AI Project: AI Chat AssistantВидео
02Full Stack AI: AI for Text Processing (NLP & LLMs)9 материалов

Full Stack AI: AI for Text Processing (NLP & LLMs)

Introduction to Section AI for Text Processing (NLP & LLMs)ВидеоAI-Powered Text Summarizer using Mistral AI ModelВидеоAI Blog & Content Writer using LLaMA 3 AI ModelВидеоAI Code Generator & Debugger using CodeLlama AI ModelВидеоGrammar & Spell Checker using Deepseek R1 AI ModelВидеоAI Legal Document Analyzer using Phi-2 AI ModelВидеоReal-Time AI News Summarizer using Qwen 2.5 AI ModelВидеоBuilding AI-Powered NLP Tools with LLMs and FastAPIDIALOGUEFull Stack AI: AI for Text Processing (NLP & LLMs) - AssessmentЗадание
03Full Stack AI: AI for Conversational Bots & Assistants7 материалов

Full Stack AI: AI for Conversational Bots & Assistants

Introduction to Section AI for Conversational Bots & AssistantsВидеоCustomer Support Chatbot - QWQ AI ModelВидеоAI-Powered Virtual Assistant - LLaMA 2ВидеоMedical AI Symptom Checker - MedLLaMA 2ВидеоE-Commerce AI Product Recommender - Granite 3.2ВидеоUnderstanding and Building AI ChatbotsDIALOGUEFull Stack AI: AI for Conversational Bots & Assistants - AssessmentЗадание
04AI Agents Bootcamp: Introduction to AI Agents & Tools11 материалов

AI Agents Bootcamp: Introduction to AI Agents & Tools

Goals for Day 1: Introduction to AI Agents & ToolsВидеоWhat are AI Agents?ВидеоWhy Use Ollama for AI Agents?ВидеоSetting Up OllamaВидеоDownload a Model for AI AgentsВидеоPython Basics for AI (Optional)ВидеоBuild a Simple AI AgentВидеоAdding Memory to the AI AgentВидеоBuilding a Web UI for the AI AgentВидеоSetting Up Your First Local AI Agent in PythonDIALOGUEAI Agents Bootcamp: Introduction to AI Agents & Tools - AssessmentЗадание
05AI Agents Bootcamp: Building a Personal AI Assistant8 материалов

AI Agents Bootcamp: Building a Personal AI Assistant

Goals for Day 2: Building a Personal AI AssistantВидеоInstall DependenciesВидеоBuild the AI Voice AssistantВидеоHow the AI Assistant WorksВидеоRunning the AI AssistantВидеоCreate a Web-Based AI Voice AssistantВидеоBuilding a Python Voice-Controlled AI AssistantDIALOGUEAI Agents Bootcamp: Building a Personal AI Assistant - AssessmentЗадание
06AI Agents Bootcamp: AI-Powered Web Scraper Agent8 материалов

AI Agents Bootcamp: AI-Powered Web Scraper Agent

Goals for Day 3: AI-Powered Web Scraper AgentВидеоInstall DependenciesВидеоBuild the AI Web ScraperВидеоHow the AI Web Scraper WorksВидеоRunning the AI Web ScraperВидеоStore Scraped Data in a Vector DatabaseВидеоUnderstanding the Request and Response Cycle in a Web Scraper Python AppDIALOGUEAI Agents Bootcamp: AI-Powered Web Scraper Agent - AssessmentЗадание
07AI Agents Bootcamp: AI-Powered Document Reader & Q&A Bot9 материалов

AI Agents Bootcamp: AI-Powered Document Reader & Q&A Bot

Goals for Day 4: AI-Powered Document Reader & Q&A BotВидеоInstall DependenciesВидеоBuild the AI Document ReaderВидеоHow the AI Document Reader WorksВидеоRunning the AI Document ReaderВидеоEnable File Download of AI-Summarized ReportsВидеоAI Agents Bootcamp: AI-Powered Document Reader & Q&A Bot - AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание