Customer Churn | Machine Learning Project | Kaggle Dataset | Jupyter Notebook скачать в хорошем качестве

Customer Churn | Machine Learning Project | Kaggle Dataset | Jupyter Notebook

In this video, I take you through a complete machine learning workflow using the Customer Churn Kaggle dataset. Whether you're a beginner or an intermediate ML enthusiast, this step-by-step guide will help you understand the entire process, from data preprocessing to model evaluation. 🔹 Topics Covered: ✅ Importing & loading the dataset ✅ Data manipulation & preprocessing ✅ Data visualization for insights ✅ Handling missing & categorical data ✅ Transforming categorical data into numerical format ✅ Standardizing data for better model performance ✅ Applying ML classifiers (e.g., Logistic Regression, Decision Tree, Random Forest, etc.) ✅ Calculating accuracy & evaluating model performance 💡 Why Watch This Video? This video is a hands-on tutorial where I explain everything in detail while coding, making it easy to follow. Whether you are preparing for a project, learning data science, or improving your ML skills, this video will be valuable for you! 📌 Kaggle Dataset Link: https://tinyurl.com/mwjm4yje How to add kaggle dataset in Google Colab:    • Add Kaggle dataset to Colab | Kaggle | Goo...   Here are some related search titles: 1. Customer Churn Prediction Using Machine Learning | Full Project Tutorial 2. Machine Learning Project: Customer Churn Prediction with Python 3. Customer Churn Analysis with Machine Learning | Step-by-Step Guide 4. End-to-End Machine Learning Project | Customer Churn Prediction 5. How to Predict Customer Churn Using Python | Machine Learning Explained 6. Customer Churn Prediction with Kaggle Dataset | ML Project 7. Complete Machine Learning Workflow for Customer Churn Analysis 8. Data Preprocessing to Model Accuracy | Customer Churn ML Project 9. Customer Churn Prediction using Logistic Regression, Random Forest & More 10. Machine Learning for Beginners: Customer Churn Prediction from Scratch 11. Data Handling, Visualization & Classification | ML Project on Customer Churn 12. Predicting Customer Churn Step-by-Step | Python ML Tutorial 13. How to Train a Machine Learning Model for Customer Churn Analysis 14. Customer Retention Prediction with Machine Learning | Full Guide 15. Python Machine Learning Project | Customer Churn Analysis & Prediction 👉 Don't forget to like, comment, and subscribe for more ML tutorials! 🔥 #MachineLearning #CustomerChurn #Python #DataScience #MLProject #KaggleDataset #AI