Dwight Nuwan Fonseka is Head of Data Science at Plano Pte. Ltd. and an ACLP-certified trainer with deep expertise in data analytics, machine learning, and AI applications. He has extensive hands-on experience developing predictive models, RShiny dashboards, and deep learning solutions using R, Python, TensorFlow, and Keras. With a strong professional background in healthcare, finance, and customer analytics, Dwight brings an applied perspective to teaching AI, focusing on both the opportunities and risks of emerging technologies.
Course Details
Course Details
What You'll Learn
Topic 1: Creating Network Graphs
Install sna and igraph packages
Format data for social network
Create a graph from existing data
Create sample graphs
Topic 2: Analyzing Network Graphs
Measure connectedness of points
Measure betweenness of points
Identify cliques in a graph
Find components in a graph
Random walk in a graph
Topic 3: Visualizing a Network
Visualize a network
Change edge and vertex colors
Write out a graph
Topic 4: Analyzing Social Media
Analyze Twitter tweets
Analyze Facebook graphs of friends
Analyze Youtube video statistics
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: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Information Security Analyst
- Cybersecurity Consultant
- Chief Information Security Officer (CISO)
- Security Systems Engineer
- IT Security Manager
- Security Architect
- Network Security Manager
- Security Auditor
- Cybersecurity Engineer
- Risk Management Analyst
- Compliance and Control Analyst
- Forensic Computer Analyst
- Incident Response Analyst
- Security Software Developer
- Penetration Tester
- Vulnerability Assessor
- Security Trainer
- Information Security Director
- Data Privacy Officer
- Governance and Policy Analyst