Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Table Question-Answering with TAPAS in Python

James Briggs via YouTube

Start learning Write review
CodeSignal Ad

Learn the Skills Netflix, Meta, and Capital One Actually Hire For

Learn More → Coursera Ad

Learn AI, Data Science & Business — Earn Certificates That Get You Hired

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course demonstrates how to build a table question-answering system in Python using Hugging Face Transformers, an MPNet retriever, Pinecone, and TAPAS. It covers retrieving relevant tables and answering direct, sum, and average questions over their data.

Syllabus

Intro
Table QA process
Getting the code
Colab GPU and prerequisites
Dataset download and preprocessing
Table QA retrieval pipeline
First test, can it retrieve tables?
TAPAS model for table QA
Asking more table QA questions
Asking advanced aggregation questions to TAPAS
Final thoughts

Taught by

James Briggs

Reviews

Start your review of Table Question-Answering with TAPAS in Python

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.