2022 Natural Language Processing & Image Processing Projects

Text Embedding, Clustering, Classification | Image Clustering, Classification, Text to Image Search

4.17 (3 reviews)
Udemy
platform
English
language
Data Science
category
instructor
2022 Natural Language Processing & Image Processing Projects
637
students
5.5 hours
content
Jul 2022
last update
$19.99
regular price

What you will learn

Advanced NLP for Data Scientists

Advanced Image Processing

Text Data Processing

Text and Image Data Embeddings into the Same Vector Space

Implement Image Search like Google's Image Search

Cluster Text and Image Data

Description

This course teaches you an in-depth analysis of Text and Image data. We cover the theory and coding part together for better understanding. You will learn how to project text data into vector space along with the image data. Image and Text data is projected into the same vector space where we can search for a relevant image from text data.

This course covers advanced natural language processing and image processing projects which you can use in your organization.

After completing this course you will be able to:

  • Make a project on text to the image search

  • Image to Image search

  • Duplicated Image identification

  • Image clustering

  • Text clustering

  • Text Classification

  • Image Classification

By the end of this course, your confidence will boost in creating and analyzing the Image and Text Processing ML model in Python. You'll have a thorough understanding of how to use Text Data and Image Data modeling to create predictive models and solve real-world business problems.


How this course will help you?

This course will give you a very solid foundation in machine learning. You will be able to use the concepts of this course in other machine learning models. If you are a business manager or an executive or a student who wants to learn and excel in machine learning, this is the perfect course for you.


What makes us qualified to teach you?

I am a Ph.D. in Machine Learning and taught tens of thousands of students over the years through my classes at IIT and KGP Talkie YouTube channel. Few of my courses are part of Udemy's top 5000 courses collection and curated for Udemy Business. I promise you will not regret it.

Content

Introduction

Download Code Files

Natural Language Processing Projects

SBERT Sentence Transformers Introduction
SBERT Research Paper Review
BERT Transformers Introduction
Siamese Network in SBERT
Project 1- Sentence Embeddings and Similarity Part 1
Project 1- Sentence Embeddings and Similarity Part 2
Project 2- Semantic Search Introduction
Project 2- Semantic Search Coding
Project 3- K-Mean Clustering on Text Data
Project 3- Agglomerative Clustering on Text Data
Project 3- Fast Clustering on Quora Questions Set
Project 4- Build Quora Questions Auto-Complete Suggester - Part 1
Project 4- Build Quora Questions Auto-Complete Suggester - Part 2
Project 5- Similar Research Paper Recommendation System Part 1
Project 5- Similar Research Paper Recommendation System Part 2
Project 5- Similar Research Paper Recommendation System Part 3
Project 6- Question Answer Retrieval System using NLP Part 1
Project 6- Question Answer Retrieval System using NLP Part 2
Project 6- Question Answer Retrieval System using NLP Part 3
Project 7- Extractive Text Summarization Part 1
Project 7- Extractive Text Summarization Part 2

Image Processing Projects

Project 1- Text to Image Search Introduction
Project 1- Text to Image Search Coding Part 1
Project 1- Text to Image Search Coding Part 2
Project 2- Image Search from Hindi, Spanish, and French Text Data Part 1
Project 2- Image Search from Hindi, Spanish, and French Text Data Part 2
Project 3- Unsupervised Image Clustering Part 1
Project 3- Unsupervised Image Clustering Part 2
Project 3- Unsupervised Image Clustering Part 3
Project 4- Finding Duplicated Images and Near Duplicates
Project 5- Zero-Shot Image Classification

Charts

Price

2022 Natural Language Processing & Image Processing Projects - Price chart

Rating

2022 Natural Language Processing & Image Processing Projects - Ratings chart

Enrollment distribution

2022 Natural Language Processing & Image Processing Projects - Distribution chart

Coupons

DateDiscountStatus
6/18/2022100% OFF
expired
4726808
udemy ID
6/9/2022
course created date
6/18/2022
course indexed date
Bot
course submited by