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This is the second part of the BANK CUSTOMER EXIT PREDICTION Project where we create a complete project on Kaggle Community Platform regarding prediction of exit chances of customers of a bank based on their credentials. We use data cleaning, Artificial Neural Network from Keras and Sequential models for getting the best prediction accuracy. This is a Deep Learning algorithm that we have used here for prediction of the requirements.

Artificial Neural Networks work like the human brain with many functionalities that can be extended using Keras. In the next part we Deploy the model and the project so look up to that as well.

Chapters:
00:00 Getting Started With Bank Customers Exit Prediction
02:50 Libraries
07:50 Dataset Loading
12:35 Train test Split Data
19:12 Artificial Neural Network
37:04 Prediction
39:47 Save Model
43:44 Plotting curves

See you in the next video with project deployment. Below are the mentioned links:
Code of Project: https://www.kaggle.com/code/shivamagarwal29/bankexit
Code of Deployment: https://colab.research.google.com/drive/1o2Xly4iqWRfecvwP_ZYbPRbybdIiskFQ?usp=sharing
Dataset : https://www.kaggle.com/datasets/filippoo/deep-learning-az-ann
Kaggle platform : https://kaggle.com
Google Colab : https://colab.research.google.com
Documentation Mentioned : https://keras.io/api/optimizers/

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Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8
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Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT
Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr
Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm-
Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ
Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh
Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A

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Bank Customers Exit Prediction In Python EP1 | Solution with Source Code | Machine Learning Project

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