Обучающие видео » Компьютерные видеоуроки и обучающие интерактивные DVD » Machine/Deep Learning, Neural Networks
Certified Full Stack AI EngineerГод выпуска: 7/2026
Производитель: Udemy
Сайт производителя:
https://www.udemy.com/course/certified-full-stack-ai-engineer/Автор: JayTech AI Academy
Продолжительность: 7h 16m
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: This Fullstack AI Engineer Program teaches students how to build real AI-powered applications from the ground up by combining fullstack development with modern AI tools to solve practical business problems. The course covers frontend and backend development, APIs, databases, authentication, deployment, AI model integration, automation workflows, RAG systems, and AI-powered product development, showing how to build user-friendly web applications, connect them to models like OpenAI and Claude, manage data, create intelligent assistants, build document-based AI systems, and deploy complete solutions for real users. It is highly practical and project-focused, working through real-world use cases such as AI chatbots, customer support agents, content generation tools, business automation systems, AI dashboards, document assistants, and AI SaaS applications, so that by the end students have the confidence and skills to design, build, test, and deploy fullstack AI applications, along with portfolio-ready projects that can support job opportunities, freelance work, consulting, or launching their own AI products. Whether you are a beginner, aspiring developer, AI consultant, automation specialist, tech professional, entrepreneur, or career changer, this course will help you develop the skills needed to become a Fullstack AI Engineer in today's fast-growing AI economy.
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1 - Module 1 Foundations of AI Programming1 - Lesson 1 Python-for-AI-and-Backend-Development (12:08)
2 - Lesson 2 JavaScript-and-Modern-ES6 (12:04)
3 - Lesson 3 Data-Structures-and-Algorithms (11:57)
4 - Lesson 4 Git-and-Collaboration (16:30)
5 - Lesson 5 API-Fundamentals-The-Language-of-the-Web (07:06)
2 - Module 2 Frontend and Backend Development6 - Lesson 1 HTML-CSS-and-Responsive-Design (12:00)
7 - Lesson 2 Frontend-with-React-Nextjs (11:52)
8 - Lesson 3 Backend-with-Nodejs-Express (12:00)
9 - Lesson 4 Databases-SQL-vs-NoSQL (12:54)
10 - Lesson 5 Securing-Your-Digital-World (12:23)
3 - Module 3 Data Engineers and AI Foundations11 - Lesson 1 From-Messy-to-Meaningful (11:31)
12 - Lesson 2 APIs-and-Web-Scraping-Your-Gateway (11:02)
13 - Lesson 3 The-Data-Transformation-Journey (12:53)
14 - Lesson 4 Data-Storage-SQL-NoSQL-and-the-Rise-of-Vector (12:27)
15 - Lesson 5 Intro-to-Big-Data (12:37)
4 - Module 4 Core Machine Learning Concepts16 - Lesson 1 Supervised-Learning (11:35)
17 - Lesson 2 Unsupervised-Learning (12:03)
18 - Lesson 3 Model-Evaluation-and-Metrics (12:12)
19 - Lesson 4 Feature-Engineering (12:21)
20 - Lesson 5 Scikit-learn-End-to-End-Project (10:43)
5 - Module 5 Deep Learning Fundamentals21 - Lesson 1 Neural-Network-Fundamentals (13:24)
22 - Lesson 2 Neural-Networks (12:45)
23 - Lesson 3 Data-Structures-and-Algorithms-The-Unseen (11:57)
24 - Lesson 4 Transfer-Learning (12:36)
25 - Lesson 5 PyTorch-TensorFlow-Hands-on (12:23)
6 - Module 6 Generative AI & Large Language Models26 - Lesson 1 Unlocking-the-Magic (12:34)
27 - Lesson 2 Prompt-Engineering (12:42)
28 - Lesson 3 Retrieval-Augmented-Generation-RAG (14:22)
29 - Lesson 4 Fine-tuning-vs-Embeddings (14:11)
30 - Lesson 5 Using-AI-APIs-Powering-Your-Applications (13:25)
7 - Module 7 AI Systems Engineering & Deployment31 - Lesson 1 Building-AI-APIs (13:18)
32 - Lesson 2 Delivering-AI-at-Scale (13:29)
33 - Lesson 3 The-Speed-of-Data (12:33)
34 - Lesson 4 Unlocking-Asynchronous-Power (12:52)
35 - Lesson 5 Seeing-Inside-Your-Systems (13:26)
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Файлы примеров: не предусмотрены
Формат видео: MP4
Видео: AVC, 1920x1080, 16:9, 30fps, 994kbps
Аудио: AAC, 44.1Hz, 129kbps, stereo
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