Udemy – 0. Machine Learning Preparation Projects

File Name:	0. Machine Learning Preparation Projects
Content Source:	https://www.udemy.com/course/0-machine-learning-preparation-projects/?couponCode=LETSLEARNNOW
Genre / Category:	Other Tutorials
File Size :	10.2 GB
Publisher:	Aaron Sanchez
Updated and Published:	July 10, 2025

This course is a curated collection of both Supervised and Unsupervised Machine Learning content.

IMPORTANT: This course reuses material from two previous courses available on my Udemy profile. If you have already taken them, note that this is a combined and reorganized version, designed to offer a unified learning experience without switching between separate courses.

Project 1: A/B Testing on Web Traffic

In this project, you’ll work with real web traffic data from a company to evaluate the impact of two page versions on user conversion rates. You will learn to:

• Clean and explore traffic data using Pandas.
• Apply statistical tests like the t-test and hypothesis testing to compare conversion rates.
• Visualize results and make data-driven decisions.
• Create a report with actionable insights to optimize website performance.

Project 2: Bank Data Exploration for Machine Learning

In this practical case, you’ll analyze a financial dataset containing bank client information to detect patterns and prepare data for future Machine Learning models. You’ll focus on:

• Data cleaning and transformation using Pandas and NumPy.
• Visual exploration with Seaborn to identify trends and correlations.
• Using descriptive statistics to understand client behavior.
• Preparing the dataset for predictive modeling.

Who this course is for:

• The course is intended for anyone who is interested in data science.

DOWNLOAD LINK: 0. Machine Learning Preparation Projects

0._Machine_Learning_Preparation_Projects.part01.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part02.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part03.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part04.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part05.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part06.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part07.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part08.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part09.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part10.rar – 1000.0 MB
0._Machine_Learning_Preparation_Projects.part11.rar – 267.0 MB

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