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Loan Eligibility Prediction Tutorial | Python Projects For Data Science | Python Training | Edureka
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🔥 Post Graduate Diploma in Artificial Intelligence by E&ICT Academy
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
----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠𝐬-----------
----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐬𝐭𝐞𝐫𝐬 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------
-----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------
🌕Post Graduate Diploma in Artificial Intelligence Course offered by E&ICT Academy
#edureka #edurekadatascience #datascienceproject #loanelibilityprediction #pythonprojects #datasciencetutorial #datasciencetraining #pythontutorial #pythonlibraries #decisiontreealgorithm #naivebayestheorem
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About the Master's Program
This program follows a set structure with 6 core courses and 8 electives spread across 26 weeks. It makes you an expert in key technologies related to Data Science. At the end of each core course, you will be working on a real-time project to gain hands-on expertise. By the end of the program, you will be ready for seasoned Data Science job roles.
----------------------------------------------------
Why should I enroll for Masters Program?
Data Scientist Masters Program has been curated after thorough research and recommendations from industry experts. It will help you master concepts of Data Management, Statistics, Machine Learning and Big Data together with hands-on experience of tools & systems used by Data Scientists including Data Visualisation using Tableau. Edureka will be by your side throughout the learning journey - We’re Ridiculously Committed.
----------------------------------------------------
What are the prerequisites for enrollment?
There are no prerequisites for enrollment to the Masters Program. Whether you are an experienced professional working in the IT industry, or an aspirant planning to enter the world of Data Scientist, Masters Program is designed and developed to accommodate various professional backgrounds.
----------------------------------------------------
How long will it take me to be a Certified Data Science professional?
The recommended duration to complete this program is 34 weeks, however, it is up to the individual to complete this program as per their own pace
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
----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠𝐬-----------
----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐬𝐭𝐞𝐫𝐬 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------
-----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------
🌕Post Graduate Diploma in Artificial Intelligence Course offered by E&ICT Academy
#edureka #edurekadatascience #datascienceproject #loanelibilityprediction #pythonprojects #datasciencetutorial #datasciencetraining #pythontutorial #pythonlibraries #decisiontreealgorithm #naivebayestheorem
---------------------------------------------------
About the Master's Program
This program follows a set structure with 6 core courses and 8 electives spread across 26 weeks. It makes you an expert in key technologies related to Data Science. At the end of each core course, you will be working on a real-time project to gain hands-on expertise. By the end of the program, you will be ready for seasoned Data Science job roles.
----------------------------------------------------
Why should I enroll for Masters Program?
Data Scientist Masters Program has been curated after thorough research and recommendations from industry experts. It will help you master concepts of Data Management, Statistics, Machine Learning and Big Data together with hands-on experience of tools & systems used by Data Scientists including Data Visualisation using Tableau. Edureka will be by your side throughout the learning journey - We’re Ridiculously Committed.
----------------------------------------------------
What are the prerequisites for enrollment?
There are no prerequisites for enrollment to the Masters Program. Whether you are an experienced professional working in the IT industry, or an aspirant planning to enter the world of Data Scientist, Masters Program is designed and developed to accommodate various professional backgrounds.
----------------------------------------------------
How long will it take me to be a Certified Data Science professional?
The recommended duration to complete this program is 34 weeks, however, it is up to the individual to complete this program as per their own pace
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