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Course Details
Topic 1 Overview of Text Mining and Text Analytics
- Introduction to Natural Language Processing (NLP)
- Applications of Text Analytics and Text Mining for Business Intelligence
- Cross-Industry Standard Process for Data Mining (CRISP-DM)
Topic 2: Text Cleaning and Pre-processing
- Install Python NLTK Package
- 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 Python Scikit Learn Package
- Build a Machine Learning Model for Sentimental Analysis
- Model Evaluation
Topic 5: Text Summarization
- Summarize Sentiment Analysis
- Visualize Text Summarization
Course Info
Prerequisite:
This is a intermediate level course. The following prerequisite is assumed
Software Requirement
Pls download and install the following software prior to the class
- Python 3.x https://www.python.org/downloads/
- Sublime Text 3 https://www.sublimetext.com/3
- Pycharm https://www.jetbrains.com/pycharm/download/
HRDF Funding
Please refer to this video https://youtu.be/Kzpd-V1F9Xs
1- HRD Corp Grant Helper
How to submit grant applications for HRD Corp Claimable Courses
2- Employers are required to apply for the grant at least one week before training commences.
Employers must submit their applications with supporting documents, including invoices/quotations, trainer profiles, training schedule and course content.
3- First, Login to Employer’s e-TRIS account -https://etris.hrdcorp.gov.my
Second, Click Application
4- Click Grant on the left side under Applications
5- Click Apply Grant on the left side under Applications
6- Click Apply
7- Choose a Scheme Code and select HRD Corp Claimable Courses: Skim Bantuan Latihan Khas. Then, click Apply
8- Scheme Code represents all types of training that suit the requirements provided by HRD Corp. Below are the list of schemes offered by HRD Corp:
9- Select your Immediate Officer and click Next
10- Select a Training Provider, then click Next
11- Please select a training programme from the list, then key in all the required details and click Next
Select your desired training programme.
Give an explanation on why the participant is required to attend the training. E.g., related to their tasks/ career development, etc.
Explain the background and objective of this training.
Select a relevant focus area. For Employer-Specific Courses, select ‘Not Applicable’.
12- If the training programme is a micro-credential programme, you are required to complete these 3 fields. Save and click Next
Insert MiCAS Application number
13- Based on the nine (9) pillars listed below, HRD Corp Focus Area Courses are closely tied to support government initiatives towards nation building. As such, courses offered through the HRD Corp Focus Areas are designed to provide the workforce with skills required for current and future demands. Details of the focus areas are as follows:
14- Please select a Course Title and Type of Training
15- Select the correct type of training according to the actual type of training, or as mentioned in the training brochure:
16- Please key in the Training Location and click Next
17- Please select the Level of Certification and click Next
18- Please follow the instructions and key in trainee details
19- Click Add Batch, then click Save
20- Click Add Trainee Details
21- Please key in all the required details, then click Add
22- Click Add if there are more participants. Once done, click Save
23- Click Next
24- Please key in the course fees and allowance details, then click Save
25- Estimated cost includes the course fees/external trainer fees, allowances, and consumable training materials. Please comply with the HRD Corp Allowable Cost Matrix.
26- Select Upfront Payment to Training Provider and key in the percentage from 0% to 30%. Then, click Save and Next
27- Complete the declaration form and select a desired officer
28- Add all the required documents, then click Add Attachment. Then, click Save and Submit Application
29- Once the New Grant Application is successfully submitted, the Grant Officer will evaluate the application accordingly. The application may be queried if additional information is required.
The application status will be updated via the employer’s dashboard, email, and the e-TRiS inbox.
Job Roles
- Developers
- Programmers
- Data Scientists
- Data Analysts
Trainers
Raj R: Raj R has more than 10 years, experience in architecting solutions in , Big Data , Data Analytics, Data Science , Artificial Intelligence , Machine Learning, IoT, and system integration.He has being coaching SQL, No-SQL, distributed applications (cloud /on-premise) , software methodologies, and integration tools.
Dr. Nouar AlDahoul: Dr. Nouar AlDahoul is an AI researcher and developer with a PHD degree from IIUM Malaysia. She has +7 years of hands-on experience in machine learning including deep and reinforcement learning. She has been working as a researcher in many research centers such as UM, IIUM, MMU universities. She has published many papers in different journals and conferences. She has conducted more than 30 classes in Tertiary Malaysia Courses. Her research interests are: Deep learning, Reinforcement learning, computer vision, NLP, Data visualization and analysis, and IOT.
M513
Customer Reviews (7)
- Good teachers and good exlplanation Review by Course Participant/Trainee
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Please recommend only 1 software to install - we were ask to install 3 software and maybe recommend books to use1. 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
(Posted on 26/04/2021) - Will Recommend Review by Course Participant/Trainee
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. (Posted on 25/11/2018)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
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Training should come with Lunch to utilize the time. Nearest restaurants in weekend is NU sentral which is quite far. (Posted on 24/11/2018)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
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. (Posted on 02/09/2018)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 - Might Recommend Review by Course Participant/Trainee
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PROVIDE LAPTOPS , NOTES AND PENS FOR THE TRAINARES .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
NO FACILITIES LIKE PRAYER ROOM , RESTAURANTS (Posted on 24/03/2018) - Might Recommend Review by Course Participant/Trainee
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The place is far from restaurants1. 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
No place to pray
Chairs are not comfortable. (Posted on 24/03/2018) - Will Recommend Review by Course Participant/Trainee
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Make it a 2-day course (Posted on 17/01/2018)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
