Text Mining with R
R, basic statistics.
R
3 months
4 weeks
Text Mining with R
CURRICULUM
The course contains 7 modules.
Most students are able to complete all modules in 4 weeks or less
CASE STUDIES COVERED
Every case study gives you a chance to work on large, real-life business data sets in the advanced Jigsaw lab.
The Big Apple beckons.
Gain insights by cleaning, pre-processing, and building word clouds from New York Times text data.
How to judge a book by its cover.
Analyze text data by applying regular expressions in R on a book review dataset.
Finding emotions through words.
Use various machine learning techniques (SVM, random forest, Naïve Bayes) to build a sentiment classification model for:
Amazon reviews for Sony watches
Tweets about Obama
It’s time for networking.
Build various layouts of a network model with New York Times text data, and analyze the results.
Politics is more difficult than physics. – Albert Einstein
Build an LDA based topic model using text data about the US Congress, and analyze the results.
What are people talking about you?
Through digital analysis, see what words your visitors are using to land on your website using K-means clustering.
Yes we can – analyze.
Using tweets about Obama in a given time period, build hierarchical cluster models to understand groups of words.
WHAT YOU GET
Faculty & Technical Support
Ticketing system for faculty and technical support
Mobile App Access
Learn on the go, wherever you are with mobile access to Jigsaw's course videos.
Case Studies
Multiple, industry relevant data sets and case studies across different industries
FINAL OUTCOME
After completing the course, you would be a specialist in analyzing unstructured text data. You would also be proficient in R, and be well suited to enter the exciting world of startups.
testimonials
I've been associated with Jigsaw for over a year now. I've had the best experience until now. I enrolled for 3 courses and completed them.My experience with the Text Mining course - top class content - will run you through Machine Learning Techniques and give you a rigorous hands-on experience. It will make you a thorough analytics professional. I would highly recommend it.
Karthik Chandramohan
Real life case studies help in understanding the concepts very easily and this is what makes Jigsaw Academy the best among other institutes.
Sukhen Waghmare
If you need clarity on how online training works, please visit
Or if you have any other questions, please visit the
In case you still have any unanswered questions, we encourage you to register for an upcoming webinar.
