Loan Eligibility Prediction Tutorial | Python Projects For Data Science | Python Training | Edureka
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This Edureka video on "Loan Eligibility Prediction Tutorial” will provide you with comprehensive and detailed knowledge of Data Science concepts with a hands-on project where you will learn to develop a Loan Eligibility Prediction model using Python. In the process you will learn popular Machine Learning Algorithms and explore numerous Python Libraries. Following pointers will be covered in this Loan Eligibility Tutorial video:
00:00:00 Introduction
00:01:00 What is Loan Eligibility Prediction?
00:01:52 What is Data Science?
00:02:15 What is Machine Learning?
00:02:46 Types of Machine Learning Algorithms
00:03:44 Supervised Learning Algorithms
00:04:57 Algorithms For Loan Eligibility Prediction Project
00:05:02 Decision Tree Algorithm
00:07:23 Naive Bayes Theorem & Naive Bayes Classification
00:08:52 Why Python?
00:09:38 Python Libraries (NumPy, Pandas, Scikit learn, Matplotlib)
00:11:08 Project Implementation
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