Udemy - Understanding Algorithmic Foundations of AI and ML torrent

Understanding Algorithmic Foundations of AI & ML

https://DevCourseWeb.com

Published 3/2024
Created by Richard Aragon
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 9 Lectures ( 2h 32m ) | Size: 2.52 GB

How To Understand The Algorithms That Make Machines Learn

What you'll learn:
Differentiate between Core Algorithm Types: Explain the distinctions between supervised, unsupervised, and reinforcement learning algorithms.
mplement Regression and Classification: Design and implement algorithms for regression and classification tasks.
Utilize Decision Trees and Random Forests: Construct decision trees and random forests.
Explain Neural Network Concepts: Describe the key components of neural networks (layers, neurons, activation functions.
Evaluate and Optimize Algorithms: Apply performance metrics (e.g., accuracy, precision, F1-score) to evaluate algorithms.

Requirements:
Familiarity with Python is highly encouraged.