Telecom Customer Churn Prediction in Apache Spark (ML)


Apache Spark Started as a evaluation endeavor on the School of California in 2009, Apache Spark is at current a few of the extensively used analytics engines. No marvel: it’ll in all probability course of data on an infinite scale, helps a variety of coding languages (it’s essential use Java, Scala, Python, R, and SQL) and runs by itself or within the cloud, along with on completely different packages (e.g., Hadoop or Kubernetes).

On this Apache Spark tutorial, I’ll introduce you to a few of the notable use circumstances of Apache Spark: machine finding out. In decrease than two hours, we’ll bear every step of a machine finding out endeavor that may current us with an appropriate telecom purchaser churn prediction within the prime. That’s going to be a very hands-on experience, so roll up your sleeves and put collectively to supply it your best!

At first, how does Apache Spark machine finding out work?

Sooner than you be taught Apache Spark, it’s good to comprehend it comes with a variety of inbuilt libraries. One amongst them often called MLlib. To put it merely, it permits the Spark Core to hold out machine finding out duties – and (as you’ll discover on this Apache Spark tutorial) does it in breathtaking velocity. On account of its potential to take care of vital portions of information, Apache Spark is good for duties related to machine finding out, as it’ll in all probability assure further appropriate outcomes when teaching algorithms.

Mastering Apache Spark machine finding out will even be a expertise extraordinarily wished by employers and headhunters: more and more companies get in making use of machine finding out choices for enterprise analytics, security, or buyer assist. Due to this fact, this wise Apache Spark tutorial can flip into your first step in path of a worthwhile career!

Research Apache Spark by making a endeavor from A to Z your self!

I’m a company believer that the most effective methods to be taught is by doing. That’s why I haven’t included any purely theoretical lectures on this Apache Spark tutorial: you’ll be taught all of the items on one of the simplest ways and be succesful to place it into apply instantly. Seeing one of the simplest ways each operate works will help you be taught Apache Spark machine finding out completely by coronary coronary heart.

I may even offer some provides in ZIP archives. Make sure that to acquire them initially of the course, as you received’t have the ability to proceed with the endeavor with out it.

And that’s not all you’re getting from this course – can you think about it?

Apart from Spark itself, I may even introduce you to Databricks – a platform that simplifies coping with and organizing info for Spark. It’s been primarily based by the an identical employees that initially started Spark, too. On this course, I’ll make clear how one can create an account on Databricks and use its Pocket e-book operate for writing and organizing your code.

After you finish my Apache Spark tutorial, you’ll have a very functioning telecom purchaser churn prediction endeavor. Take the course now, and have a quite a bit stronger grasp of machine finding out and data analytics in just a few hours!

Spark Machine Learning Endeavor (Telecom Buyer Churn Prediction) for rookies using Databricks Pocket e-book (Unofficial) (Group model Server)

On this Info Science Machine Learning endeavor, we’ll create Telecom Buyer Churn Prediction Endeavor using Classification Model Logistic Regression, Naive Bayes and One-vs-Leisure classifier few of the predictive fashions.

  • Uncover Apache Spark and Machine Learning on the Databricks platform.

  • Launching Spark Cluster

  • Create a Info Pipeline

  • Course of that info using a Machine Learning model (Spark ML Library)

  • Arms-on finding out

  • Precise time Use Case

  • Publish the Endeavor on Web to Impress your recruiter

  • Graphical  Illustration of Info using Databricks pocket e-book.

  • Rework structured info using SparkSQL and DataFrames

Telecom Buyer Churn Prediction a Precise time Use Case on Apache Spark

About Databricks:

Databricks lets you start writing Spark ML code instantly so it’s possible you’ll focus in your info points.



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