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.
What you’ll 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
- Basic programming of ML is desired
- Experience in Python programming
- Desire to learn
Who this course is for:
- Who have basic knowledge of ML
- Who want to skill up
- Who want to boost their career