AI/ML Bootcamp

Learn the principles of user-centered design, wireframing, prototyping, and building functional interfaces with tools like Figma. Perfect for aspiring product designers.

Introduction

This intensive AI & Machine Learning Bootcamp equips you with the skills, tools, and hands-on experience to solve real-world problems using data and algorithms. From the fundamentals of Python and data preprocessing to building and deploying ML models—you’ll gain the knowledge needed to kickstart a career in AI, data science, or machine learning engineering.

Course Highlights

Course Overview

1.1 Introduction to AI & Machine Learning

Understand the core principles of AI, machine learning, and how they’re used in real-world applications. Set up your Python environment and dive into your first simple model.

1.2 Python for Machine Learning

Learn Python fundamentals, data types, loops, functions, and libraries like NumPy and Pandas that are essential for data science and ML.

1.3 Data Cleaning & Visualization

Discover how to prepare messy datasets, handle missing values, and visualize trends using tools like Matplotlib and Seaborn.

1.4 Supervised Learning

Train models for regression and classification tasks using Scikit-learn. Explore concepts like training/testing data, accuracy, and confusion matrices.

1.5 Unsupervised Learning

Learn clustering techniques such as K-Means and Hierarchical Clustering. Use them to identify patterns in unlabeled data.

1.6 Deep Learning Foundations

Get introduced to neural networks using TensorFlow and Keras. Build simple feedforward networks for tasks like image recognition.

1.7 Model Evaluation & Optimization

Learn how to measure model performance using precision, recall, and F1 score. Improve your models using cross-validation and hyperparameter tuning.

1.8 Capstone Project: Real-World AI Challenge

Apply everything you’ve learned to a real-world problem—like building a movie recommendation system, spam filter, or customer churn predictor. Present your project to mentors and peers.

Course Fee

MYR2,200

~~MYR4,400~~

Malaysia Citizens

USD500

~~USD1,000~~

International Students

Next Intake: 19 October 2025

This bootcamp includes:

Ashly Markose

AI/ML Coach