ZERO to HERO: AI & ML Starter Course with Hands-On Projects

 

ZERO to HERO: AI & ML Starter Course with Hands-On Projects

Learn Artificial Intelligence & Machine Learning with Hands-On Projects

Sure! Here’s an article about ZERO to HERO: AI & ML Starter Course with Hands-On Projects on Udemy 1. This course aims to provide you with an overview of Artificial Intelligence (AI) & Machine Learning (ML) using simplified explanations and hands-on projects. The course covers the following topics:

• Introduction to Artificial Intelligence (AI) & Neural Networks
• Difference between AI & ML
• Types of Machine Learning
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• ML Model Evaluation Method - Confusion Matrix, Error, Recall, Precision, Accuracy
• ML Model Optimization Method - Learning Rate, Epoch, Batch Size
• ML Model Training - Using Open-Source Tools
• Hands-On Project 1 - Build a Machine Learning model using Healthcare Dataset
• Hands-On Project 2 - Build a Machine Learning model using Agriculture Dataset

What you'll learn

• Basics of Human Brain & Artificial Neural Network - Biological Neurons & Artificial Neurons
• Difference between Artificial Intelligence, Machine Learning & Deep Learning
• 3 Machine Learning Techniques - Supervised Learning, Unsupervised Learning, Reinforcement Learning with examples
• Learn how to train, evaluate and optimize a Machine Learning model
• Day in a life of an AI/ML Engineer
• ML Model Evaluation Method - Confusion Matrix, Error, Recall, Precision, Accuracy
• ML Model Optimization Method - Learning Rate, Epoch, Batch Size
• ML Model Training - Using Open-Source Tools
• Hands-On Project 1 - Build a Machine Learning model using Healthcare Dataset
• Hands-On Project 2 - Build a Machine Learning model using Agriculture Dataset

Frequently Bought Together

• Python for Machine Learning: The Complete Beginner's Course
• Python for Data Science & Machine Learning: Zero to Hero

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