Machine Learning / AI

Dive deep into ML algorithms, neural networks, and AI applications using Python and TensorFlow.

16 weeks

1,800+ enrolled

Dr. James Park

Program Details

Duration:16 weeks

Level:Advanced

Students:1,800+

Rating:

4.9

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About This Program

Explore the fascinating world of artificial intelligence and machine learning. This advanced program covers supervised and unsupervised learning, deep learning, neural networks, and AI applications. You'll work with TensorFlow, PyTorch, and other cutting-edge tools to build intelligent systems that can learn and make decisions.

What You'll Learn

Build and train machine learning models

Implement deep learning solutions

Create computer vision applications

Develop natural language processing systems

Deploy AI models to production environments

Program Curriculum

Machine Learning Fundamentals & Algorithms

Supervised Learning: Classification & Regression

Unsupervised Learning: Clustering & Dimensionality Reduction

Deep Learning & Neural Networks

Computer Vision with CNNs

Natural Language Processing & Transformers

Reinforcement Learning Basics

TensorFlow & PyTorch Frameworks

Model Deployment & MLOps

AI Ethics & Responsible AI Development

Hands-on Projects

Project 1

Image Classification System

Project 2

Chatbot with Natural Language Understanding

Project 3

Recommendation Engine

Project 4

Autonomous Vehicle Simulation

Prerequisites

Strong Python skills, basic statistics, and linear algebra

Your Instructor

Dr. James Park

AI Research Scientist with PhD from MIT. Former Google Brain researcher with 50+ publications in top-tier AI conferences.

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