Document classification using Machine Learning

Course details

Course Description

Learn the document classification with the machine learning and popular programming language Python.

Build a strong foundation in Machine Learningwith this tutorial for beginners.

• Understanding of document classification

• Leverage Machine Learning to classify documents

• User Jupyter Notebook for programming

• Use Latent Dirichlet Allocation Machine Learning Algorithm for document classification

A Powerful Skill at Your FingertipsLearning the fundamentals of socument classification puts a powerful and very useful tool at your fingertips. Python and Jupyter are free, easy to learn, has excellent documentation.

Jobs in machine learning area are plentiful, and being able to learn document classification with machine learningwill give you a strong edge.

Machine Learning is becoming very popular. Alexa, Siri, IBMDeepBlue and Watson are some famous example of Machine Learning application. Document classification is vital in information retrieval, sentiment analysis and document annotation. Learning document classification with machine learningwill help you become a machine learning developer which is in high demand.

Big companies like Google, Facebook, Microsoft, AirBnB and Linked Inalready using document classification with machine learningin information retrieval and social platforms. They claimed that using Machine Learning and document classification has boosted productivity of entire company significantly.

Content and Overview

This course teaches you on how to build document classification using open source Python and Jupyterframework. You will work along with me step by step to build following answers

Introduction to document classification.

Introduction to Machine Learning

Build an application step by step using LDA to classify documents

Tune the accuracy of LDAmodel

Learn variation of LDAmodel

Learn use cases of LDA model

What am I going to get from this course?

• Learn document classification and Machine Learning programming from professional trainer from your own desk.

• Over 10lecturesteaching you document classificationprogramming

• Suitable for beginner programmers and ideal for users who learn faster when shown.

• Visual training method, offering users increased retention and accelerated learning.

• Breaks even the most complex applications down into simplistic steps.

• Offers challenges to studentsto enable reinforcement of concepts. Also solutions are described to validate the challenges.