Udemy – Data Mining for Business Analytics & Data Analysis in Python 2025-3

Data Mining for Business Analytics & Data Analysis in Python is a training course on data mining for business analysis in Python, published by Udemy Online Academy. In this training course, you will get to know different types of patterns that will allow you to use all the potential of Python in data mining for business analysis. In this course you will learn models without focusing too much on math. You will understand the logic model and the basic assumptions behind it. In this training course, you will learn the most effective data mining techniques for data science and business analysis.

In this course, you will learn about topics such as machine learning, survival analysis, Cox proportional hazard regression, cluster analysis – Gaussian mixture model, XGBoost and SHAP, and more. In this course, you will be exposed to a variety of exercises and practical projects that will help you gain practical experience in Python for data mining for business analysis and be able to use it to its full potential. do. At the end of each section there is a challenge. The goal is to immediately apply what you’ve learned. This training course is recommended to professionals who are looking to learn data mining algorithms and business analysts looking to learn algorithms.

What you will learn in Data Mining for Business Analytics & Data Analysis in Python:

• Value data mining for quick analysis and interpretation of data
• Principles behind different algorithms
• Implementation of cluster analysis, dimensionality reduction, and learning associative rules
• Survival analysis, Cox proportional hazard regression and CHAID
• And …

Course specifications

Publisher: Udemy
Instructors: Diogo Alves de Resende
Language: English
Level: Introductory to Advanced
Number of Lessons: 140
Duration: 9 hours

Course topics

Data Mining for Business Analytics & Data Analysis in Python Prerequisites

Statistics – Linear and Logistic Regression
Basic Python

Pictures

Data Mining for Business Analytics & Data Analysis in Python introduction video

Installation guide

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

The 2025/3 version has not changed in terms of the number of lessons and time compared to 2023/12, but it has been updated after 2 years.

Download link

Download Part 1 – 1 GB

Download Part 2 – 837 MB

Size

1.8 GB