Machine Learning & Data Science Diploma | Arabic

Diploma in AI and Data Science Using Python: A Professional Program Guiding You to a Profound Understanding of Algorithm
4.47 (296 reviews)
Udemy
platform
العربية
language
Data Science
category
Mohammed Agoor
instructor
Machine Learning & Data Science Diploma | Arabic
5 936
students
40.5 hours
content
Dec 2023
last update
$109.99
regular price

What you will learn

Diploma Definition

Linear Algebra for ML

Data Exploration & Preparation

Probability & Statistics

NumPy Library

Pandas Library

Visualization Libraries (matplotlib, seaborn)

Intro to Machine Learning concepts

Numerical optimization

Linear & Polynomial Regression

End to End ML project

Regularization

Kaggle platform

Classification (binary, multiclass, metrics)

K-Nearest Neighbors

Niave Bayes

Logistic Regression

Support Vector Machines

Decision Trees

Ensemble Learning (bagging, boosting)

Hyperparameters Tuning

Course Gallery

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Related Topics

4707488
udemy ID
28/05/2022
course created date
03/06/2022
course indexed date
CIH99x
course submited by