Offered By: IBMSkillsNetwork
Build a Better Google with Semantic Search using Gen AI
Learn how to create a smarter search engine like Google using Generative AI! Dive into Python, ML, NLP, and data processing techniques for semantic search that thinks beyond keywords to understand queries . Perfect for enthusiasts eager to delve into Generative AI-powered search technologies, this experience will equip you with the skills to innovate in fields like healthcare, law, and beyond. Join us and transform data into meaningful insights!
Continue readingGuided Project
Artificial Intelligence
418 EnrolledAt a Glance
Learn how to create a smarter search engine like Google using Generative AI! Dive into Python, ML, NLP, and data processing techniques for semantic search that thinks beyond keywords to understand queries . Perfect for enthusiasts eager to delve into Generative AI-powered search technologies, this experience will equip you with the skills to innovate in fields like healthcare, law, and beyond. Join us and transform data into meaningful insights!
A Look at the Project Ahead
- Gain a deep understanding of semantic search principles and why they're revolutionizing the way we interact with data.
- Learn to process and analyze textual information, transcending beyond keywords to uncover the true intent behind searches.
- Master the art of vectorizing text using the Universal Sentence Encoder, capturing the nuances that traditional methods miss.
- Develop proficiency in FAISS, a library for efficient similarity search, to index and query large datasets with speed and precision.
- Apply your skills to construct a semantic search engine, capable of servicing industries like healthcare, legal, and insurance with remarkable accuracy.
Source: Generated by AI
What You'll Need
Estimated Effort
1 Hour
Level
Beginner
Skills You Will Learn
Data Processing, Information Retrieval, Machine Learning, Natural Language Processing, Python, Vector Space Modelling
Language
English
Course Code
GPXX0KUVEN