Machine Learning Applications

Explore the world of Machine Learning applications with a focus on text mining in this comprehensive video course. Gain a solid understanding of foundational concepts needed for text mining and other Machine Learning applications. Learn about various text mining techniques, challenges, and applications across multiple domains. Dive into practical aspects such as text transformations, working with raw text, using Count Vectorizer, and understanding TF/IDF. Conclude with model building using Logistic Regression. Perfect for professionals seeking to upgrade their skills in one of the fastest-growing technology domains.

Syllabus

Introduction.
Agenda.
Introduction to Text Mining.
Applications of Text Mining.
Various Text Mining techniques.
Challenges of Text Mining.
Understanding text transformations.
Working with raw text.
Using Count Vectorizer.
Understanding TF/IDF in Text Mining.
Model building using Logic Regression.
Summary.