December 2021
Beginner to intermediate
327 pages
5h 26m
English
book
Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI Techniques
by Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni
Content preview from Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI TechniquesBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
A
Abstractive summarization
AI life cycle
business context
business problems
data cleaning and preprocessing
data collection and understanding
data science problems
deployment/productionization and model maintenance
exploratory data analysis
feature engineering and selection
model building, tuning and selection
model testing and validation
prediction and insights
scenarios
solution approach/architecture design
Amazon Web Services (AWS)
Artificial intelligence (AI)
concept
paradigm
Artificial neural network (ANN)
Attention mechanism
Autoencoders
Automated reporting
AutoNLP
Autosuggestion
B
Backpropagation
BART
Bidirectional encoder representations from transformers (BERT)
Bidirectional LSTM
Business context
C
Capsule networks
Chatbots
applications
context-based pretrained model ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.