YoVDO

Read CSV Files, Extract Dataset Scikit Learn & Simulate Data Using Python - Machine Learning

Offered By: The AI University via YouTube

Tags

scikit-learn Courses Machine Learning Courses Python Courses MySQL Courses Classification Courses Data Extraction Courses Clustering Courses

Course Description

Overview

Learn essential data handling techniques for machine learning in Python, including reading CSV files, extracting datasets with scikit-learn, and simulating data for various ML tasks. Master the process of loading data from MySQL databases and CSV files, explore data extraction methods using scikit-learn, and discover how to generate synthetic datasets for classification, regression, and clustering problems. Gain practical skills in data preparation and simulation to enhance your machine learning projects and experiments.

Syllabus

Load or Extract Data from MySQL DB or CSV file for ML | Extract Data using Sklearn Python for ML.
Simulate Machine Learning Classification Data | Data Simulation Technique using Python.
Simulate Machine Learning Regression & Clustering Data | Data Simulation Technique using Python.


Taught by

The AI University

Related Courses

Managing Big Data with MySQL
Duke University via Coursera
Database Management Essentials
University of Colorado System via Coursera
Business Metrics for Data-Driven Companies
Duke University via Coursera
Bases de données relationnelles : Comprendre pour maîtriser
Inria (French Institute for Research in Computer Science and Automation) via France Université Numerique
Базы данных (Databases)
Saint Petersburg State University via Coursera