You have no items in your shopping cart.
Course Details
Topic 1 Overview of Text Mining and Text Analytics
- Introduction to Text Mining and Text Analytics
- Applications of Text Mining and Text Analytics for Business Intelligence
- Cross-Industry Standard Process for Data Mining (CRISP-DM)
Topic 2: Text Cleaning and Pre-processing
- Install R Text Mining Packages
- Read In Text Corpus
- Remove Punctuation and Stop Words
- Pre-process Text using Tokenization, Stemming, Lemmatization
- Vectorize Text using Term Frequency (TF) Vectorization, N-gram and Inverse-Document Frequency (TF-IDF)
Topic 3 Text Analytics
- Part of Speech (POS) Tagging
- Name Entity Recognition (NER)
- Text Link Analysis and Feature Engineering
Topic 4: Sentimental Analysis
- Overview of Machine Learning
- Install R Machine Learning package
- Build a Machine Learning Model for Sentimental Analysis
- Model Evaluation
Topic 5: Text Summarization
- Summarize Sentiment Analysis
- Visualize Text Summarization
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 21-65 years old
Minimum Software/Hardware Requirement
Software:
You can download and install the following software:
Hardware: Windows and Mac Laptops
SSG Training Grant
SSG TG is $15 per pax. Net fee after SSG TG is $309.82. Absentee Payroll is not eligible.
Steps to Apply Skills Future Claim
- The staff will send you an invoice with the fee breakdown.
- Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
- Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
- Upload your invoice and click ‘Submit’
Get Additional Course Fee Support Up to $500 under UTAP
The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).
For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)
Steps to Apply UTAP
- Log in to your U Portal account to submit your UTAP application upon completion of the course.
Note
- SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
- All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
- An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
- UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
- UTAP support amount will be paid to training provider first and claimed after end of class by learner.
Job Roles
- Data Scientist
- Natural Language Processing Engineer
- Text Mining Specialist
- Machine Learning Engineer (focused on text data)
- Content Analyst
- Big Data Analyst
- Sentiment Analysis Specialist
- Information Retrieval Engineer
- Computational Linguist
- Data Journalist (with coding skills)
- SEO Specialist (using text analytics for insights)
- Digital Marketing Analyst
- Knowledge Engineer
- Chatbot Developer
- Content Recommendation System Developer.
Trainers
Dwight Nuwan Fonseka: Dwight Nuwan Fonseka is a ACLP certified trainer. He have a degree in Biotechnology from NUS, Advanced diploma in Pharmaceutical management from MDIS and Masters in Education from NTU. He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.
Dr. Alvin Ang: Dr. Alvin Ang is a ACTA certified trainer. Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.
Customer Reviews (11)
- will recommend Review by Course Participant/Trainee
-
trainer was knowledgeable and able to explain concepts clearly based on my training needs (Posted on 4/2/2021)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
. (Posted on 10/12/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
. (Posted on 4/6/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
. (Posted on 4/6/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Might Recommend Review by Course Participant/Trainee
-
. (Posted on 4/6/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Might Reecommend Review by Course Participant/Trainee
-
Venue of the course was cosy although it can be improved in terms of lighting. (Posted on 10/29/2018)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Helps to address real life situation Review by Course Participant/Trainee
-
Dwight is friendly and helpful and helps to adjust code to suit company's needs. (Posted on 8/22/2018)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
Nil (Posted on 3/29/2018)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
The trainer is excellent. He was able to communicate the knowledge effectively at a fast pace, whilst still ensuring that all the trainees kept up with the progress. (Posted on 3/29/2018)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
Nil (Posted on 1/23/2018)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
-
Do you conduct Microsoft R server course ? (Posted on 10/27/2017)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
Write Your Own Review
You May Be Interested In These Courses
WSQ - R Fundamental and Statistical Analysis for Beginners
$750.00 (GST-exclusive)
$817.50
(GST-inclusive)
WSQ - Pattern Recognition and Machine Learning with R
$750.00 (GST-exclusive)
$817.50
(GST-inclusive)
WSQ - Python Text Mining and Analytics: Transforming Text into Insights
$720.00 (GST-exclusive)
$784.80
(GST-inclusive)
