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Generative AI Applications and Popular Tools · LearnSpace
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Generative AI Applications and Popular Tools

Курс от Edureka
Начальный≈ 11.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the Generative AI Applications and Popular Tools course, your learning resource for actionable skills in chatbot technology including RASA, GPT-3, and OpenCV with an in-depth exploration of current Generative AI tools like MidJourney, GitHub Copilot, DALL·E, and more. Throughout this course, You will gain hands-on experience in building chatbots, using GPT-3 for advanced conversational AI, and developing image analysis projects with OpenCV. You will also discover how cutting-edge tools like MidJourney and DALL·E 2 transforms content creation, programming, and digital art. Ethical practices and real-world examples are included so you understand not just what these tools can achieve, but how to use them responsibly and effectively. Key outcomes include: - Build sophisticated chatbots with RASA and adapt them for real-life interaction scenarios. - Leverage GPT-3’s API to create dynamic conversational agents for various applications. - Apply OpenCV for practical image and video analysis tasks, including solutions for identification and detection. - Utilize popular tools like MidJourney, GitHub Copilot, DALL·E 2, Bard, and more, for next-level results in image generation, programming, and creative content automation. - Understand and apply ethical considerations for responsible use of Generative AI art and content technologies. This course is ideal for chatbot hobbyists, AI enthusiasts, developers, data scientists, and digital artists aiming to advance their real-world skills. The course content is approachable for beginners, while offering depth for experienced professionals. A basic understanding of programming and AI concepts is helpful, but not mandatory for success in this course. All learners are welcome, no matter your starting point, You will find clear pathways to apply these tools in your projects and career.

Навыки, которые вы освоите

Content CreationComputer Programming ToolsAI literacyPrompt Engineering ToolsLarge Language ModelingGoogle GeminiAI powered creativityResponsible AIGenerative AI Agents

Программа курса

6 модулей · 103 учебных материалов

01Building Chatbots21 материалов

Introduction to Chatbot

Course IntroductoryВидеоCourse OverviewЧтениеWhat Do You Know about Gen AI Apps & Tools?DIALOGUEIntroduction to ChatbotВидео

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Edureka

Преподаватель курса

Generative AI Applications and Popular Tools
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Обучение на Coursera

≈ 11.8 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Use Cases of ChatbotВидео
How to Build a ChatbotВидео
Tips for Building an engaging personatlity for ChatbotВидео
How to use Discussion Forums?Чтение
Challenges in creating a Chatbot Обсуждение
Knowledge Check: Introduction to ChatbotЗадание

RASA Chatbot

Introduction to RASA ChatbotВидеоRASA an open-source Machine Learning framework ЧтениеBuilding a Chatbot Using RASAВидеоAdvantages and Challenges of using RASA ОбсуждениеKnowledge Check: RASA ChatbotЗадание

Developing your own Chatbot using ChatGPT API

Developing your own Chatbot using ChatGPT APIВидеоWorking with ChatGPT APIВидеоImplementing ChatGPT API with Python ScriptЧтениеKnowledge Check: Developing your own Chatbot using ChatGPT APIЗадание

Module Wrap Up and Assessments

Summary and Consolidation of the ModuleЧтениеKnowledge Check: Introduction to ChatbotЗадание
02OpenCV13 материалов

Introduction to OpenCV

What is Object detection?ВидеоHow does Object detection works?Видео Image Recognition vs. Object DetectionВидео What is OpenCV?Видео Installation of OpenCV LibraryВидеоHow to load images using OpenCV?Видео Demo – Reshape , Resize and Gray Scale image ВидеоKnowledge Check: Introduction to OpenCVЗадание

Use cases of OpenCV

Why open CV is used ?ВидеоApplications of OpenCVВидеоKnowledge Check: Use cases of OpenCVЗадание

Module Wrap Up and Assessments

Summary and Consolidation of the ModuleЧтениеKnowledge Check : OpenCVЗадание
03Midjourney24 материалов

Gen AI Art with MidJourney

Generative AI vs. Discriminative ModelsВидеоDemysting MidjourneyВидеоMidJourney's origins and developmentВидеоKnowledge Check: Gen AI Art with MidJourneyЗадание

Getting Started with MidJourney

MidJourney Account SetupВидеоA Beginner's Guide to DiscordЧтениеMidJourney SubscriptionВидеоMidJourney Version Explained - Part 1ВидеоMidJourney Version Explained - Part 2ВидеоMidJourney Version Explained - Part 3ВидеоMidJourney Version Explained - Part 4ВидеоKnowledge Check: Getting Started with MidJourneyЗадание

MidJourney Interface

Working with MidJourney - Command GuideВидеоDemonstration of Commands in MidJourneyВидеоWorking with MidJourney - Parameters GuideВидеоDemonstration of Parameters in MidJourneyВидеоWorking with MidJourney - Modifying ImagesВидеоKnowledge Check: MidJourney InterfaceЗадание

Creating Visuals with MidJourney

Demonstration - Concept ArtВидеоEthical Considerations for Using MidJourneyВидеоUtilization of MidJourneyОбсуждениеKnowledge Check: Creating Visuals with MidJourneyЗадание

Module Wrap Up and Assessments

Comprehensive Overview of MidJourney and Generative AIЧтениеKnowledge Check: MidjourneyЗадание
04GitHub Copilot26 материалов

GitHub Copilot: Overview, Installation, and Setup

Overview of GitHub CopilotВидеоChatGPT vs GitHub CopilotВидеоInstallation and Setup: PyCharmВидеоKey features of GitHub CopilotЧтениеConcept of GitHub CopilotОбсуждениеKnowledge Check: GitHub Copilot-Overview, Installation, and SetupЗадание

GitHub Copilot: Enhancing Developer Productivity

User Interface and FeaturesВидеоDemonstration - User Interface and FeaturesВидеоWorking of GitHub CopilotВидеоCollaboration and Version ControlВидеоTips and TricksВидеоChallenges and LimitationsВидео

Use Cases, Troubleshooting, and Recap

Use Cases and ExamplesВидеоEnhancing Coding EfficiencyВидеоGitHub Copilot in Debugging: Enhancing Error ResolutionЧтениеCustomizing GitHub Copilot: Tailoring AI to Your Coding StyleЧтениеGitHub Copilot Suggestions: Navigating AI AssistanceЧтениеGitHub Copilot Through Context-Aware CommentsЧтение

Module Wrap Up and Assessments

Summary: Overview and Utilization of GitHub CopilotЧтениеKnowledge Check: Github CopilotЗадание
05Popular Gen AI Tools15 материалов

Popular Gen AI Tools

Dall-E 2ВидеоBardВидеоHugging FaceВидеоInterface of Hugging FaceВидеоNLG CloudВидеоCopy.aiВидеоTomeВидеоCodeiumВидеоWriteSonicВидеоProducts of WriteSonicВидеоInterface of WriteSonicВидеоAI-generated Content PlatformsОбсуждениеKnowledge Check: Popular Gen AI ToolsЗадание

Module Wrap-up and Assessments

Summary: Overview of Gen AI ToolsЧтениеKnowledge Check: Popular Gen AI ToolsЗадание
06Course Wrap-up and Assessments4 материалов
Practice Project: Criminal Identification and Detection AppЧтениеFinal Checkpoint: Reflecting on Gen AI Apps & ToolsDIALOGUEEnd Course Knowledge CheckЗаданиеCourse Completion VideoВидео
Integration of GitHub Copilot with GitОбсуждение
Knowledge Check: GitHub Copilot- Enhancing Developer ProductivityЗадание
Troubleshooting TipsВидео
Recap and SummarizationВидео
Utilizing GitHub Copilot's SuggestionsОбсуждение
Knowledge Check: Use Cases, Troubleshooting, and RecapЗадание