Modeling in PySpark using Spark ML on Colab | Python
In this video, I will show you how to do modeling in PySpark using SparkML on Google Colab. Below are the contents of this video:
1. Preprocessing data using SparkML
2. Modeling using SparkML
3. Prediction on Test data
4. Evaluation of predictions
Link to the playlist "Getting started with PySpark" : • Getting started with PySpark
Link to "Setting up the PySpark environment on Google Colab" video: • Setting up the PySpark environment on Goog...
Link to the GitHub repo: https://github.com/Abhishekmamidi123/...
Check out my "Data Science guide for freshers and enthusiasts" playlist: • My path to becoming a Data Scientist | Abh...
I have put my 3 years of learning experience into this playlist.
Contents of this video:
00:00 - Contents
00:30 - Setting up the PySpark environment
01:03 - Initialize Spark Session object
01:08 - Read data from UCI
01:29 - Preprocessing data
05:18 - Modeling using SparkML
07:20 - Prediction on test data
08:32 - Summary and Subscribe :)
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abhishek mamidi, data science, machine learning, deep learning, artificial intelligence, internship, career, college, job, experience, krish naik, ai engineering, fresher, data science enthusiasts, pyspark, apache spark, python, pysparkling