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In this video, we are going to cover how to implement a loan approval prediction system using Python. This video will help you to understand what is a loan approval prediction system, after which will do a hands-on lab demo to implement a loan approval prediction system using python.

⏺ Loan Approval Prediction using Machine Learning -
01:52 what is a loan prediction system
04:53 Hands-on lab demo

What is a loan prediction system?
A mechanism called the Loan Prediction System allows you to apply for loans and receive notifications when they are approved. By the data provided by the applicant, the system notifies the applicant of the loan's availability.

What is Numpy?
NumPy is a Python library used for working with arrays.It also has functions for working in the domain of linear algebra and matrices. It is an open-source project and you can use it freely. NumPy stands for Numerical Python.

What is Pandas?
Pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series.

What is Matplotlib?
Python scripts can be used to create 2D graphs and plots using the Matplotlib module. With features to control line styles, font attributes, formatting axes, and other features, it offers a module called plot that makes things simple for plotting.

⏹ Link for the dataset : https://drive.google.com/drive/folders/1cQHa3FngeeDsJHDS3rgPm5HWy7KTN37A?usp=sharing

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️ About Post Graduate Program In AI And Machine Learning
This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

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