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⭐️ Content Description ⭐️ In this video, I have explained about how to do machine learning project using pyspark in python. I have used loan prediction dataset for this project covering all the aspects of using pyspark. This is an end to end comprehensive guide of pyspark. Text-based Tutorial: https://www.hackersrealm.net/post/mas... GitHub Code Repo: http://bit.ly/mlcoderepo Dataset link: https://www.kaggle.com/altruistdelhit... 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/con... 📷 Instagram: / aswintechguy 🔣 Linkedin: / aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: • Mastering Machine Learning with PySpa... ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to PySpark 00:51 Install PySpark 03:23 Import Modules and Initialize Spark 06:33 Load the Dataset 09:31 Data Analysis 09:13 Perform SQL Operations 22:46 Data Cleaning (or) Preprocessing 35:46 Feature Engineering 49:29 Model Training & Testing 56:03 The End #pyspark #machinelearning #hackersrealm #loanprediction #deeplearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst