Course Details
Topic 1 Get Started on Python
- Overview of Python
- Setup Python
- Code Your First Python Script
Topic 2: Data Types
- Number
- String
- List
- Tuple
- Dictionary
- Set
Topic 3 Operators
- Arithmetic Operators
- Compound Operators
- Comparison Operators
- Membership Operators
- Logical Operators
Topic 4 Control Structure, Loop and Comprehension
- Conditional
- Loop
- Iterating Over Multiple Sequences
- Comprehension
Topic 5 Function
- Function Syntax
- Return Values
- Default Arguments
- Variable Arguments
- Lambda, Map, Filter
Topic 6 Modules & Packages
- Import Modules and Packages
- Python Standard Packages
- Third Party Packages
Topic 7 Finance Data Preparation
- Data Analytics with Pandas
- Pandas DataFrame and Series
- Import and Export Finance Data
- Filter and Slice Finance Data
- Clean Missing Data
Topic 8 Finance Data Transformation
- Create Computed Data Column
- Join Finance Data with Concat, Append and Merge
- Aggregate Data with Groupby and Pivot Table
Topic 9 Finance Data Visualization
- Visualize Time Series Data with Line Plot
- Visualize Statistical Relationships with Scatter Plot
- Visualize Categorical Data with Bar Plot and Pie Plot
- Visualize Variation with Box Plot
- Visualize Distribution with Histogram
Topic 10 Finance Data Analysis
- Descriptive Statistics
- Rolling Window Average Analysis
- Covariance and Correlation
- Apply
- Data Piping
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
- Aspiring Software Developer
- Data Analyst
- Web Developer
- Automation Engineer
- Data Scientist
- System Administrator
- Bioinformatics Specialist
- Research Scientist
- Finance Professional
- Machine Learning Enthusiast
- GIS (Geographic Information System) Specialist
- IT Consultant
- Network Engineer
- Database Administrator
- Tech Entrepreneur.
Trainers
Ghazaleh Babanejad: Ghazaleh Babanejad has received her Ph.D from University Putra Malaysia in Faculty of Computer Science and Information Technology. She is working on recommender systems in the the field of skyline queries over Dynamic and Incomplete databases for her Ph.D. thesis. She is also working on the Data Science field as a trainer and Data Scientist. She worked on Machine Learning and Process Mining projects. She also has several international certificates in Practical Machine Learning (John Hopkins University) Mining Massive Datasets (Stanford University), Process Mining (Eindhoven University), Hadoop (University of San Diego), MongoDB for DBAs (MongoDB Inc) and some other certificates. She has more than 5 years of experience as a lecturer and database administrator.
Ghoncheh Babanejad: Ghoncheh Babanejad is a PhD student at Faculty of Computer Science & Information Technology at Universiti Putra Malaysia. She is working on recommender systems in the field of Skyline evaluation for a group of mobile users for her Ph.D. thesis. She is also working on PHP, HTML, Adobe Photoshop, Cpanel, Rational Rose, MS Visio, Microsoft Project, MySQL, Dream Weaver, Word Press. She received several certificates in Web Site Preliminary Design(Jihad Daneshgahi), Client-Side Web Programming(Jihad Daneshgahi) and MongoDB for DBAs (MongoDB Inc). She has more than 5 years experience in IT Department And Project Control Department of ACP (Amin Chemical Processes) company
Saeid Alizadeh: Saeid Alizadeh is a technopreneur specialized in field of IOT (Internet of things), Building Management System (BMS), Building Automation System (BAS), Automotive Hydroponics Systems, and generally sense, monitor and control mechanical and electrical equipment such as ventilation, lighting, power systems, fire systems, and security systems.
Saeid’s past experience on IoT application include:
- Smart Building System
- Energy Monitoring, Controlling and Saving
- Environmental Monitoring
- Flood detection and prediction system based on IoT and big data
- Online Weather Station Based on IoT
- Smart Farming System (Long Range Wireless Sensor Networks)
- Smart Hydroponic System Based on IoT
- IP TV and Digital Signage System
- RFID Solution
- GPS Tracking System
- Remote Sensing
Lee Cheong Loong: Lee Cheong Loong is a manager with an EMBA – 21 years working experience indifference role/ Dept. (Sales, Logistic, IT, Online Store, Internal Trainer, and Customer services), involved in multiple IT project (Server P2V upgrade, Network infra upgrade, and ERP system Deployment). He has switched career to Project management role, Big - data / Data scientist related project, with Professional Certification Big Data & Analytics, Professional Certificate in Tableau, & Pass the HRDF Certified Trainer Programme. He also involves in AI chatbot and application development to help small-medium practitioner (accounting industry).
Customer Reviews (13)
- will recommend Review by Course Participant/Trainee
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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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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
Maybe show how python is integrated in a project or show where python stands/contributes/useful in a myriad of data/project (Posted on 03/01/2023) - will recommend Review by Course Participant/Trainee
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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 - Very interesting course, Review by Course Participant/Trainee
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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
Very interesting course, might be useful for for work if we can really learn and understand the course (Posted on 06/11/2021) - It's very good course and should introduce more to youngster through fb, insta, tiktok, social media. Review by Course Participant/Trainee
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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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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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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 consider Review by Course Participant/Trainee
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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 consider Review by Course Participant/Trainee
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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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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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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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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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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