Text Classification with fastText and machine learning (Udemy.com)

( 1 Reviews )

Created by: Green Heritage LLC

Produced in 2018

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Overall Score : 20 / 100

Course Description

Learn the text classification with the machine learning and fasttext. Build a strong foundation in Machine Learning with this tutorial.

Understanding of text classification
Leverage Machine Learning to classify text
Use fastText for training and prediction

A Powerful Skill at Your Fingertips Learning the fundamentals of text classification puts a powerful and very useful tool at your fingertips. fastText is free, easy to learn, has excellent documentation. Jobs in machine learning area are plentiful, and being able to learn document classification with machine learning will give you a strong edge. Machine Learning is becoming very popular. Alexa, Siri, IBM Deep Blue 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 learning will help you become a machine learning developer which is in high demand. Big companies like Google, Facebook, Microsoft, AirBnB and Linked In already using text classification with machine learning in information retrieval, content ranking, sentiment analysis and ad targeting in social platforms. They claimed that using Machine Learning and text classification has boosted productivity of entire company significantly.
Content and Overview This course teaches you on how to build document classification using open source fastText framework. You will work along with me step by step to build following answers Introduction to text classification. Introduction to Machine Learning Training fastText model using cooking recipe dataset Tune the accuracy of model Learn variation of model Learn use cases of fasttext
What am I going to get from this course?

Learn text classification with fasttext and Machine Learning programming from professional trainer from your own desk.
Over 10 lectures teaching you document classification programming
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 students to enable reinforcement of concepts. Also solutions are described to validate the challenges.

Who this course is for:

Beginner data scientist or machine learning ethusiasts

Time: 1.5h

Instructor Details

Green Heritage LLC

1.0 Rating
1 Reviews

Over 20 years of experience in programming applications in Fortune 500 companies. I have written 2 books on software design patterns and performance tuning that are published on kindle, nook and ibooks. So far I have taught react.js, nunit, Chatbot , several courses on machine learning and design patterns. I have also been working in machine learning area for many years. My passion is leverage my years of experience to teach students in a intuitive and enjoyable manner. I spent many years at Microsoft, Intuit and Accenture, developing and managing the technology that automatically delivers product recommendations to hundreds of millions of customers, all the time. I have started my own successful company, Green Heritage LLC Software in 2018, which focuses on online education. I am also available for technical consultation, resume screening and conducting technical interviews of candidates to expedite hiring.

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By Frank

This is just scratching the surface, you could as well achieve this by watching a 10 minute vid on youtube.

It is just parotting this one:

https://www.youtube.com/watch?v=TmfIcqxMdbc