Mastering Generative AI: From Basics to Advanced Applications
Applied Skills
2 modules
Lifetime access
Unlock the power of generative AI and create limitless possibilities!
Overview
This comprehensive course will take you from understanding the basics of generative AI to mastering advanced applications. You will learn the fundamental concepts, techniques, and tools used in generative artificial intelligence, and explore cutting-edge applications in various fields.
Key Highlights
Learn fundamental concepts of generative AI
Master advanced generative AI techniques
Explore cutting-edge applications in AI
What you will learn
Gain a deep understanding of generative AI principles
Learn the foundational concepts and theories behind generative artificial intelligence.
Master advanced generative AI techniques
Explore advanced algorithms and methods used in generative AI to create realistic outputs.
Apply generative AI in real-world scenarios
Dive into practical applications of generative AI across industries such as art, music, and more.
Modules
Introduction to NLP [ Optional ]
13 attachments • 2 hrs
What is NLP
Text input : How to formulate given problem into ML/DL Problem
Why to convert input text into vector or numerical form
why pre-processing needed before vectorization
What is Bag of Word : Vectorization technique - I
What is TF-IDF : Vectorization technique-2
Hands-on : Text preprocessing
Code_Text_preprocessing
what is unigram bigram and n gram in depth
What is word2vec and other variation for vectorization
Mini Project : Amazon review Sentiment Analysis
Code: Amazon review Sentiment Analysis
Problem Statement : What problem we are solving to learn NLP
Introduction to basic AI/ML
3 attachments
Introduction to AI and Machine Learning
Basics of Deep Learning
Introduction to Generative AI
FAQs
How can I enrol in a course?
Enrolling in a course is simple! Just browse through our website, select the course you're interested in, and click on the "Enrol Now" button. Follow the prompts to complete the enrolment process, and you'll gain immediate access to the course materials.
Can I access the course materials on any device?
Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Applied Skills
Computer Engineer with a passion for Data Science, specializing in building tools from scratch. Over 10 years of experience teaching Applied Mathematics for IIT-JEE, GATE, and 5+ years in data science.
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