1. Office Suites:
Microsoft Office (Word, Excel, PowerPoint, Outlook)
Google Workspace (Google Docs, Sheets, Slides, Gmail)
2. Programming and Development:
Jupyter Notebook (Interactive computing)
3. Data management and Analysis :
MySQL Workbench
Google Cloud Big query
4. Data Analysis and Visualization:
Microsoft Power BI: Data visualization
Excel VBA Automation
Tableau: Data visualization
EViews: Econometric analysis
R: Statistical computing and graphics
IBM SPSS: Statistical analysis
Weka: Machine learning and data mining
Canva: Data visualization
5. Computer Hardware & Maintenance:
PC assembly & disassembly
Preventive maintenance (cleaning, dusting, thermal paste)
Hardware troubleshooting
Replacing and upgrading components (RAM, HDD, PSU, etc.)
6. Networking & Configuration:
Basic LAN cabling and crimping
Network setup (IP configuration, DHCP, DNS)
Router and switch configuration
Network troubleshooting
7. Tools & Diagnostics:
Using diagnostic software (BIOS tools, system info tools)
Using hardware tools (multimeter, cable tester)
Troubleshooting using POST codes and beeps
Bootable recovery tools
8. Operating System & Software:
Installing operating systems (Windows, Linux)
Installing and configuring drivers
Installing application software
System updates and patching
9.Cybersecurity & Safety
Basic cybersecurity practices (passwords, firewalls)
Safe handling of components (ESD precautions)
Data backup and recovery basics
User access control (account setup & permissions)
Python
- NumPy: For numerical computing and working with arrays.
- Pandas: For data manipulation and analysis.
- Matplotlib: For creating static, interactive, and animated visualizations in Python.
-Seaborn: A statistical data visualization library based on Matplotlib.
R
Data Science and Machine Learning:
- Scikit-Learn: Simple and efficient tools for predictive data analysis using Python.
- StatsModels: A library for estimating and interpreting models for many different types of statistical data.
Database and Data Storage:
-MySQL: The world's most popular open-source database
Malay: Native English:Intermediate Mandarin:Basic
MUET
English For Employability Level 3
HSK level 1
HSK level 2
Conversational Mandarin Level 1