Scala and Spark for Big Data and Machine Learning

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Payment
Обучение платное
Certificate
Сертификация бесплатная
Duration
10 часов курса
О курсе

Learn how to utilize some of the most valuable tech skills on the market today, Scala and Spark! In this course we will show you how to use Scala and Spark to analyze Big Data.

Scala and Spark are two of the most in demand skills right now, and with this course you can learn them quickly and easily! This course comes packed with content:

  • Crash Course in Scala Programming
  • Spark and Big Data Ecosystem Overview
  • Using Spark's MLlib for Machine Learning 
  • Scale up Spark jobs using Amazon Web Services
  • Learn how to use Databrick's Big Data Platform
  • and much more!

This course comes with full projects for you including topics such as analyzing financial data or using machine learning to classify Ecommerce customer behavior! We teach the latest methodologies of Spark 2.0 so you can learn how to use SparkSQL, Spark DataFrames, and Spark's MLlib!

After completing this course you will feel comfortable putting Scala and Spark on your resume!

Thanks and I will see you inside the course!

Программа
Course Introduction
Learn about this course and FAQs
Introduction
Welcome to the Course!
Course FAQs
FAQ for the course!
Scala and Spark Overview
Get an Overview of Scala and why it is one of the most in demand programming skills!
Scala IDE Options and Overview
Let's see various options for Scala Development Environments
ScalaIDE Overview
Get an overview of the IDE we choose for this course: ScalaIDE
Computer Set-up Time!
Let's get you set-up!
Windows Scala and Spark Set-up and Installation
Set up Scala and Spark on your computer!
Windows Introduction
Let's install Scala and Spark on your Windows Machine!
Quick note about Windows Installation.
Let's install Scala and Spark on your Windows Machine!
Windows Scala and Spark Installation
Let's install Scala and Spark on your Windows Machine!
Atom Windows Installation
Learn about various options for IDEs for Scala and Spark
Требования
  • Basic Programming Knowledge in some language
  • Basic Math Skills
  • English Language
Что Вы изучите?
  • Use Scala for Programming
  • Use Spark 2.0 DataFrames to read and manipulate data
  • Use Spark to Process Large Datasets
  • Understand hot to use Spark on AWS and DataBricks
Лекторы
Jose Portilla
Jose Portilla
Head of Data Science, Pierian Data Inc.

  Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science and programming. He has publications and patents in various fields such as microfluidics, materials science, and data science technologies. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Data Inc. and provides in-person data science and python programming training courses to employees working at top companies, including General Electric, Cigna, The New York Times, Credit Suisse, McKinsey and many more. Feel free to contact him on LinkedIn for more information on in-person training sessions or group training sessions in Las Vegas, NV.

Платформа
Udemy
Курсы Udemy подойдут для профессионального развития. Платформа устроена таким образом, что эксперты сами запускают курсы. Все материалы передаются в пожизненный доступ. На этой платформе можно найти курс, без преувеличений, на любую тему – начиная от тьюториала по какой-то камере и заканчивая теоретическим курсом по управлению финансовыми рисками. Язык и формат обучения устанавливается преподавателем, поэтому стоит внимательно изучить информацию о курсе перед покупкой.
126.99 $ 194.99 $
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