teaching
my classes, workshops, and teaching materials.
My Teaching philosophy: I am a passionate educator who fosters active student participation throughout the teaching and learning process by applying Active Learning
and Outcome Based Education
approaches. I am experienced in teaching small and large groups while cultivating positive relationships
with students to create an engaging and supportive learning environment.
metrics
Universiti Teknologi PETRONAS
Business Intelligence
Hands-on Lab
Lab Instructor for Jan 21, Sep 21, Jan 22, Sep 22
- Data analysis, cleansing, and preparation
- Data visualization, Pivot tables and charts
- Preparation of an Excel dashboard
- Install, design, and deploy Power BI dashboard: video
- DAX query, forecasting, and Python on Power BI: video
- Datasets: Sales, HR Data, Superstore, Votes
Big Data Analytics
Hands-on Lab
Lab Instructor for Jan 21, Sep 21, Sep 22, Jan 23
- Environment setup
- Big data systems: HDFS, Mapreduce, Hive, Spark
- Unstructured database: Hbase and NoSql
- Setting up Python environment and IDE
- Data cleansing and preparation
- Data visualization
- Fundamental of machine learning using Python
- Run machine learning models
- Generate reports
- Python cheat sheet
IT/IS Project Management
Tutorial
Tutor for May 22, Jan 23, May 23
- Create Work Breakdown Structure (WBS) and Gantt chart using ProjectLibre: video
- Managing resources: Setup and assign resources to tasks using ProjectLibre
- Create a project network diagram using ADM and Critical Path Analysis (CPA/CPM)
- CPA using Precedence Diagramming Method (PDM)
- Project management tool: SWOT analysis
Universiti Tun Hussein Onn Malaysia
courses and workshops conducted
- Business Analytics using Power BI for Management and Humanities Department, UTP (July 2022).
- KPT-PENJANA 3.0: Master the Basics of Big Data, AI, and ML for Tomorrow's Workforce (May 2022).
- KPT-PENJANA 1.0: Digital Transformation for the Future of Works: Big Data, AI and ML (Jan-Feb 2022).
- BDA Using Power BI for Lembaga TH (Mar 2021).
- SKO: Power BI for Finance (Mar 2021).
- BDA for Oil & Gas Using Power BI (Feb 2021).
- Big Data Analytics for Business and Beyond (Oct 2020).
- BDA for PMA Beginner Level (Oct 2020).
- BDA Course with PETRONAS Staff (Mar 2020).