Name: Program AI 2 – Artificial Intelligence, Machine Learning, & Computer Vision
Rating: 4.8 (38 reviews)

This program provides a comprehensive understanding of AI and machine learning, including supervised and unsupervised learning, computer vision, and natural language processing.

Key Learning Outcomes

Generative AI
Implement generative AI models
Creative AI
Build creative AI applications

Program AI 2 – Artificial Intelligence, Machine Learning, & Computer Vision

About This Course

Key Learning Outcomes

Course Modules

Course Curriculum

1AI Fundamentals & Ethics

1.1Introduction to AI

1.2Machine Learning Basics

1.3ML Process & Data Preparation

1.4Regression & Instagram Analysis

2Machine Learning Foundations

2.1Classification Algorithms

2.2Titanic Survivors Project

2.3Clustering & K-Means

2.4Mall Customer Segmentation

3Advanced ML & NLP

3.1NLP & Text Processing

3.2Building a Chatbot

3.3Streamlit for AI

3.4Quiz 1

4Computer Vision Basics

4.1Computer Vision & OpenCV

4.2Image Processing & Drawing

4.3Face Detection

4.4Object Detection with YOLOv8

5Deep Learning & CNNs

5.1Custom Object Detection

5.2Deep Learning Fundamentals

5.3Quiz 2

5.4Project Proposal Part 1

6Final Project Development

6.1Project Proposal Part 2

6.2Project Prototype

6.3Presentation Preparation

6.4Final Presentation

Key Benefits

Generative AI expertise

Creative AI applications

Deployment knowledge

Course Details