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AI & Machine Learning

Master cutting-edge AI technologies and machine learning algorithms from industry experts.

Program Overview

This comprehensive program is designed for professionals who want to master artificial intelligence and machine learning technologies. You'll learn from industry experts and work on real-world projects that prepare you for roles in AI development, data science, and machine learning engineering.

Program Details

Duration:

6 months

Format:

Online

Level:

Intermediate to Advanced

What You'll Learn

  • Understand fundamental concepts of artificial intelligence and machine learning
  • Build and deploy machine learning models using popular frameworks
  • Implement deep learning solutions for complex problems
  • Apply AI techniques to real-world business challenges
  • Develop expertise in neural networks, natural language processing, and computer vision

Curriculum

Module 1

Introduction to AI & Machine Learning

  • AI Fundamentals
  • ML Basics
  • Python for ML
Module 2

Supervised Learning

  • Regression
  • Classification
  • Model Evaluation
Module 3

Unsupervised Learning

  • Clustering
  • Dimensionality Reduction
  • Association Rules
Module 4

Deep Learning

  • Neural Networks
  • CNN
  • RNN
  • Transfer Learning
Module 5

Natural Language Processing

  • Text Processing
  • Sentiment Analysis
  • Language Models
Module 6

Computer Vision

  • Image Processing
  • Object Detection
  • Image Classification
Module 7

MLOps & Deployment

  • Model Deployment
  • ML Pipelines
  • Monitoring
Module 8

Capstone Project

  • Real-world AI Project
  • Portfolio Development

Prerequisites

Basic programming knowledge (Python recommended), familiarity with statistics and linear algebra

Program Information

Duration

6 months

Format

Online

Level

Intermediate to Advanced

Program Fee

$4,500

Flexible payment plans available