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

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #googlecolab #deeplearning #neuralnetworks 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/ Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== 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 Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 LinkedIn: https://in.linkedin.com/company/codersarts Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online