Description
Mastering Generative AI: Foundations to Advanced Application. This comprehensive course is designed for AI professionals and enthusiasts to gain the fundamental and advanced skills needed to build, improve, and deploy content-generating AI systems. Covering a wide range of capabilities, the program guides learners through building, optimizing, and evaluating systems capable of generating, analyzing, and modifying text, images, and audio. Using advanced frameworks such as LangChain, Llama Index, and Hugging Face, participants will gain hands-on experience with core techniques including retrieval-enhanced production, image classification, vector embeddings, and model fine-tuning. Throughout the course, topics such as determining operational policies, ensuring model alignment, and managing multiple large language models in a single application are explored. Each module combines theory with practical projects, enabling the application of skills to real-world tasks such as document analysis, interacting with SQL databases through natural language, and voice simulation. These multifaceted exercises will provide you with a deep understanding of the practical applications of AI and equip you with the skills to design, implement, and innovate in this field. By the end of this course, you will be able to harness the full potential of generative AI across industries and develop effective solutions in today’s technology landscape.
What you will learn
- Master the fundamentals of generative AI: Gain proficiency in frameworks like LangChain and Hugging Face, and develop a strong foundation in core AI principles and tools.
- Building Multimodal Apps: Learn to build AI that processes text, audio, and images, including chatbots and document-based interactions using PDF, Excel, and SQL.
- Advanced Image/Text Manipulation Application: Use AI for Image Upscaling, Recoloring, Generative Filling, and RAG to enhance and transform multimedia content.
- Multi-Agent Systems Development: Design AI systems with multi-agent collaboration, LLM Guardrails, API management, and optimal agent configuration.
This course is suitable for people who:
- Passionate AI developers.
- Data scientists and machine learning engineers.
- Artificial intelligence enthusiasts and hobbyists.
- Product managers or entrepreneurs.
- Artificial intelligence researchers or students.
- Professionals looking to change careers to the field of artificial intelligence.
Course details
- Publisher: Udemy
- Instructor: Alpharithm Technologies Private Limited
- Training level: Beginner to advanced
- Training duration: 18 hours and 3 minutes
- Number of lessons: 40
Course syllabus as of 2025/4
Prerequisites for the Mastering Generative AI: Foundations to Advanced Applications course
- Basic Python Knowledge: Understanding Python fundamentals is essential for working with AI scripts.
- Familiarity with AI/ML Concepts: A basic understanding of large language models, data preprocessing will help in understanding Generative AI techniques.
Course images
Sample course video
Installation Guide
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Subtitles: None
Quality: 1080p
Download link
Downloadly
Rapidgator link
File(s) password: www.downloadly.ir
File size
9.6 GB
