About This Course
Data Science was ranked the #1 highest-paid profession by Glassdoor. At WELLS ICT HUB, our Data Science & AI course equips you with the skills to collect, analyse, and interpret complex data to drive business decisions.
You will work with industry-standard tools including Python, NumPy, Pandas, Matplotlib, SQL, and Machine Learning frameworks. Our instructors guide you through real datasets and projects that mirror what you'll encounter in the workplace.
Whether you want to work in banking, healthcare, government, or tech startups, data science skills are universally in demand. Start your journey today.
Course Curriculum
Module 1: Foundations
Getting Started with Data Science & AI
Introduction to Data Science
Introduction to Databases
Data Methodology
Statistics for Data Science
Introduction to Machine Learning
Module 2: Python for Data Science
Python Programming Fundamentals
NumPy — Numerical Computing
Pandas — Data Manipulation
Matplotlib & Seaborn — Visualisation
SQL for Data Science
NoSQL Databases
Module 3: Machine Learning
Data Pre-processing & Feature Engineering
Regression Analysis
Classification Analysis
Clustering Analysis
Model Evaluation & Tuning
Scikit-learn Framework
Module 4: AI & Capstone
Introduction to Deep Learning
Neural Networks Basics
Natural Language Processing (NLP)
AI Applications & Use Cases
Capstone Project
Portfolio & Career Prep
What You Will Achieve
Analyse and interpret complex datasets
Build predictive machine learning models
Create compelling data visualisations
Work with Python, SQL, and ML libraries
Solve real business problems with data
Land a high-paying data science role