Loan Approval Prediction using Machine Learning | Machine Learning Projects 2026 | Simplilearn

"️🔥 Michigan Engineering - Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=x2NrPeHSPU0&utm_medium=Comments&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=x2NrPeHSPU0&utm_medium=Comments&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=x2NrPeHSPU0&utm_medium=Comments&utm_source=Youtube ️️🔥 Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=x2NrPeHSPU0&utm_medium=Comments&utm_source=Youtube" 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 ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Machine Learning tutorial videos: https://bit.ly/3fFR4f4 #MachineLearningAlgorithms #MLAlgorithms #MachineLearning #ML #MLBasics #MachineLearningTutorial #MLTutorial #SimplilearnMachineLearning #MachineLearningPython #Simplilearn ➡️ About Artificial Intelligence Engineer This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers. ✅ Key Features - Add the IBM Advantage to your Learning - 25 Industry-relevant Projects and Integrated labs - Immersive Learning Experience - Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Tools Covered - ChatGPT - Flask - Matplotlib - django - Python - Numpy - Pandas - SciPy - Keras - OpenCV - And Many More… 👉 Learn more at: https://www.simplilearn.com/professional-aiml-program?utm_campaign=LoanApprovalPredectionUsingMachineLearningAlgorithms&utm_medium=Description&utm_source=youtube