| 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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