Complete Generative AI Course With Langchain and Huggingface
>_ What You'll Learn
- Learn to create advanced generative AI applications leveraging the Langchain framework and Huggingface's state-of-the-art models.
- Understand the architecture and design patterns for building robust generative AI systems.
- Gain hands-on experience in deploying generative AI models to various environments, including cloud platforms and on-premise servers.
- Explore different deployment strategies, ensuring scalability and reliability of AI applications.
- Develop Retrieval-Augmented Generation (RAG) pipelines to enhance the performance and accuracy of generative models by integrating retrieval mechanisms.
- Learn to seamlessly incorporate Huggingface's pre-trained models into Langchain applications, leveraging their powerful NLP capabilities.
- Customize and fine-tune Huggingface models to fit specific application requirements and use cases.
- Work on real-world projects that illustrate the application of generative AI in various domains, such as chatbots, content generation, and data augmentation.
>_ Requirements
- Familiarity with Python programming language, including basic syntax, data structures, and functions.
- Basic understanding of machine learning concepts, including supervised and unsupervised learning, and fundamental AI principles.
- Basic knowledge of deep learning concepts and frameworks (e.g., TensorFlow or PyTorch) is advantageous but not strictly required.
- Understanding of APIs and how to interact with them, as the course will involve integrating various APIs for model deployment and usage.
- Ability to navigate and execute commands in a command line interface (CLI) or terminal.
/ Course Details & Curriculum
Author and Instructor
Krish Naik, KRISHAI Technologies Private Limited
Expert at Udemy
With years of hands-on experience in Development, Krish Naik, KRISHAI Technologies Private Limited has dedicated thousands of hours to teaching and mentorship. This course is the culmination of industry best practices and a proven curriculum that has helped thousands of students transition into professional roles.
Community Feedback
Michael Chen
Verified Enrollment
"This Complete Generative AI Course With Langchain and Huggingface course was exactly what I needed. The instructor explains complex Development concepts clearly. Highly recommended!"
Sarah Johnson
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"I've taken many Udemy courses on Development, but this one stands out. The practical examples helped me land a job."
David Smith
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"Great value for money. The section on Generative AI (GenAI) was particularly helpful."
Emily Davis
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"Excellent structure and pacing. I went from zero to hero in Development thanks to this course. Lifetime access is a huge plus."
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