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Machine Learning with Apache Spark 3.0 using Scala

2 months ago

Machine Learning with Apache Spark 3.0 using Scala with Examples and 4 Projects

Free USD $19.99

Created by: Bigdata Engineer

Expired Coupon

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Machine Learning with Apache Spark 3.0 using Scala with Examples and 4 Projects

Published en 22 Jul 2024

Udemy UK

What you'll learn

  • Fundamental knowledge on Machine Learning with Apache Spark using Scala
  • Learn and master the art of Machine Learning through hands-on projects, and then execute them up to run on Databricks cloud computing services
  • You will Build Apache Spark Machine Learning Projects (Total 4 Projects)
  • Explore Apache Spark and Machine Learning on the Databricks platform.
  • Launching Spark Cluster
  • Create a Data Pipeline
  • Process that data using a Machine Learning model (Spark ML Library)
  • Hands-on learning
  • Real-time Use Case

Requirements

  • Some programming experience is required and Scala fundamental knowledge is also required.
  • Fundamental Spark Knowledge mandatory

Description

Machine Learning with Apache Spark 3.0 using Scala with Examples and Project


“Big data" analysis is a hot and highly valuable skill – and this course will teach you the hottest technology in big data: Apache Spark. Employers including Amazon, eBay, NASA, Yahoo, and many more. All are using Spark to quickly extract meaning from massive data sets across a fault-tolerant Hadoop cluster. You'll learn those same techniques, using your own Operating system right at home.


So, What are we going to cover in this course then?

Learn and master the art of Machine Learning through hands-on projects, and then execute them up to run on Databricks cloud computing services (Free Service) in this course. Well, the course is covering topics: 


1) Overview

2) What is Spark ML

3) Types of Machine Learning

4) Steps Involved in the Machine learning program

5) Basic Statics

6) Data Sources

7) Pipelines

8) Extracting, transforming and selecting features

9) Classification and Regression

10) Clustering


Projects:

1) Will it Rain Tomorrow in Australia

2) Railway train arrival delay prediction

3) Predict the class of the Iris flower based on available attributes

4) Mall Customer Segmentation (K-means) Cluster


In order to get started with the course And to do that you're going to have to set up your environment.

So, the first thing you're going to need is a web browser that can be (Google Chrome or Firefox, or Safari, or Microsoft Edge (Latest version)) on Windows, Linux, and macOS desktop

This is completely Hands-on Learning with the Databricks environment.

Who this course is for:

  • Apache Spark Beginners, Beginner Apache Spark Developer, Bigdata Engineers or Developers, Software Developer, Machine Learning Engineer, Data Scientist

You should keep in mind that the Coupons last a maximum of 4 days or until 1000 registrations are exhausted, but it can expire anytime. Get the course with coupon by clicking on the following button:

(Coupon valid for the first 1000 registrations): 78256B60DE461231B26B
Udemy UK
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