Artificial Intelligence and Machine Learning: Complete Guide
Do you want to study AI and don't know where to start? You will learn everything you need to know in theory and practice
4.64 (285 reviews)
3 177
students
22.5 hours
content
Feb 2025
last update
$19.99
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What you will learn
The theoretical and practical basis of the main Artificial Intelligence algorithms
Implement Artificial Intelligence algorithms from scratch and using pre-defined libraries
Learn the intuition and practice about machine learning algorithms for classification, regression, association rules, and clustering
Learn Machine Learning without knowing a single line of code
Use Orange visual tool to create, analyze and test algorithms
Use Python programming language to create Artificial Intelligence algorithms
Learn the basics of programming in Python
Use greedy search and A* (A Star) algorithms to find the shortest path between cities
Implement optimization algorithms for minimization and maximization problems
Implement an AI to predict the amount of tip to be given in a restaurant, using fuzzy logic
Use data exploration techniques applied to a COVID-19 disease database
Create a reinforcement learning agent to simulate a taxi that needs to learn how to pick up and drop off passengers
Implement artificial neural networks and convolutional neural networks to classify images of the characters Homer and Bart, from the Simpsons cartoon
Learn natural language processing techniques and create a sentiment classifier
Detect and recognize faces using computer vision techniques
Track objects in video using computer vision
Generate new images that do not exist in the real world using Artificial Intelligence
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5536934
udemy ID
02/09/2023
course created date
18/09/2023
course indexed date
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