At a Glance

Name: Build a Better Google with Semantic Search using Gen AI
Price: Free CAD
Rating: 4.6 (86 reviews)
Author: joseph_santarcangelo, ashutosh_sagar

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

Embark on a transformative journey through the world of semantic search with this hands-on guided project. You'll unlock the secrets of contextual data insights and learn to weave through the complexities of meaning within text. By the end of this course, you will:

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

Before embarking on this journey, ensure you're equipped with a foundational understanding of Python. All technical processes will be facilitated through accessible tools and platforms, requiring nothing more than an internet connection and a zeal for learning. Whether you're a complete novice or looking to refine your skills, this project is designed to cater to all levels of expertise.

Step into the role of a data scientist and experience the satisfaction of building a sophisticated semantic search engine from scratch. Your guided project is not just about learning; it's about applying knowledge to create something tangible and impactful. By the end of this course, you'll not only have gained valuable skills but also a prototype to demonstrate your newfound abilities.

Offered By: IBMSkillsNetwork

Build a Better Google with Semantic Search using Gen AI

At a Glance

A Look at the Project Ahead

What You'll Need

Upskill with exclusive learning resources