Description
Data Mining for Business Intelligence and Data Science in Python is a data mining training course for business intelligence in Python published by the online academy Udemy. In this tutorial, you will be introduced to different types of patterns that will enable you to harness the full potential of Python in data mining for business intelligence. In this course you will learn models without focusing too much on mathematics. You will understand the logic model and the underlying assumptions behind it. In this training course, you will learn the most effective data mining techniques for data science and business intelligence.
In this course, you will learn about topics such as Machine Learning, Survival Analysis, Cox Proportional Hazards Regression, Cluster Analysis – Gaussian Mixture Model, XGBoost and SHAP and much more. In this course, you will be exposed to various exercises and hands-on projects that will help you gain hands-on experience with Python for Data Mining for Business Intelligence and use it to its full potential. do. There is an assignment at the end of each section. The goal is to immediately apply what you learn. This training course is recommended for professionals who want to learn data mining algorithms and business analysts who want to learn algorithms.
What you will learn in the Data Mining course for Business Intelligence and Data Science in Python:
- Data mining for fast data analysis and interpretation
- Principles underlying various algorithms
- Implementation of cluster analysis, dimensionality reduction and association rules learning.
- Survival analysis, Cox proportional hazards regression and CHAID
- AND…
Course characteristics
Publisher: Udemy
Instructors: Diogo Alves de Resende
English language
Level: from introductory to advanced
Number of lessons: 140
Duration: 9 hours
course topics
Data Mining for Business Intelligence and Data Science in Python
Statistics – Linear and Logistic Regression
Basic Python
Images
Data Mining for Business Intelligence and Data Science in Python, Introductory Video
installation instructions
Once extracted, watch on your favorite player.
English subtitles
Quality: 720p
Download link
File password(s): free download software
size
1.9 GB