The Complete Course: Artificial Intelligence From Scratch
Learn the Essential Concepts of the AI like Neural Networks, Classification, Regression and Optimization Using Python.
3.61 (53 reviews)
3,625
students
14.5 hours
content
Dec 2018
last update
$39.99
regular price
What you will learn
Learn the basic of Artificial Intelligence from scratch.
Learn how Neural Networks work.
Program Multilayer Perceptron Network from scratch in python.
You'll know how recurrent neural networks work.
You'll learn how to create LSTM networks using python and Keras
You'll know how to forecast Google stock price with high accuracy
Use k Nearest Neighbor classification method to classify datasets.
Classify datasets by using Support Vector Machine method
Understand main concept behind Support Vector Machine method.
Classify Handwritten Images by Logistic classification method
You'll know how Linear Regression work.
You'll know how Multi Linear Regression work using sklearn and Python.
Program Logistic Regression from scratch in python.
Build Model to Predict CO2 and Global Temperature by Polynomial Regression.
You'll know the ideas behind Genetic Algorithm.
You'll know the ideas behind Particle Swarm Optimization Method.
You'll know how to find optimum point for complicated Trigonometric functions.
You'll learn how to solve well known problems like Travelling Salesman Problem (TSP).
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2102798
udemy ID
12/23/2018
course created date
8/18/2019
course indexed date
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