Big Data with Apache Spark 3 and Python: From Zero to Expert

Complete bootcamp to learn PySpark, Databricks, Spark Machine Learning, Advanced Analytics, Koalas and Spark Streaming

4.57 (113 reviews)
Udemy
platform
English
language
Other
category
instructor
Big Data with Apache Spark 3 and Python: From Zero to Expert
1,268
students
5.5 hours
content
Feb 2024
last update
$64.99
regular price

What you will learn

Introduction to Big Data and Apache Spark Fundamentals

Spark RDDs, Dataframes and Spark Koalas

Machine Learning with Spark

Advanced features with Apache Spark

Advanced analytics and data visualization toold

Spark in cloud with Azure and Databricks

Spark Streaming and GraphX

Databricks

Machine learning in Databricks

Why take this course?

If you are looking for a hands-on, complete and advanced course to learn Big Data with Apache Spark and Python, you have come to the right place.


This course is designed to cover the complete skillset of Apache Spark, from RDDs, Spark SQL, Dataframes, and Spark Streaming, to Machine Learning with Spark ML, Advanced Analytics, data visualization, Spark Koalas, and Databricks.


With lessons, downloadable study guides, hands-on exercises, and real-world use cases, this is the only course you'll need to learn Apache Spark.

Apache Spark has become the reference tool for Big Data, surpassing Hadoop MapReduce. Spark works up to 100 times faster than Hadoop MapReduce and has a complete ecosystem of functionalities for machine learning and data analytics. This makes Apache Spark one of the most in-demand skills for data engineers, data scientists, etc. Big Data is one of the most valuable skills today. So this course will teach you everything you need to position yourself in the Big Data job market.

In this course we will teach you the complete skillset of Apache Spark and PySpark. Starting from the basics to the most advanced features. We will use visual presentations in Power Point, sharing clear explanations and useful professional advice.


This course has the following sections:

  • Introduction to big data and fundamentals of Apache Spark

  • Installation of Apache Spark and libraries such as Anaconda, Java, etc.

  • Spark RDDs

  • Spark Dataframes

  • Advanced features with Apache Spark

  • Advanced analytics and data visualization

  • Spark Koalas

  • Machine Learning with Spark

  • Spark Streaming

  • Spark GraphX

  • Databricks

  • Spark in the cloud (Azure)


If you're ready to sharpen your skills, increase your career opportunities, and become a Big Data expert, join today and get immediate and lifetime access to:

• Complete guide to Apache Spark (PDF e-book)

• Downloadable Spark project files and code

• Hands-on exercises and quizzes

• Spark resources like: Cheatsheets and Summaries

• 1 to 1 expert support

• Course question and answer forum

• 30 days money back guarantee



See you there!

Screenshots

Big Data with Apache Spark 3 and Python: From Zero to Expert - Screenshot_01Big Data with Apache Spark 3 and Python: From Zero to Expert - Screenshot_02Big Data with Apache Spark 3 and Python: From Zero to Expert - Screenshot_03Big Data with Apache Spark 3 and Python: From Zero to Expert - Screenshot_04

Reviews

Milanes
July 31, 2023
The little of the course that has been completed, I find it very confortable to assimilate the concepts. In my opinion this course is very well explained and is covering my objectives.
Jan
May 30, 2023
My rating is not "This is the truth", my rating is based on the fact how well the course works for me. So, low score does not necessarily mean the course is bad, it just doesn't work for me. I definitely don't agree with the tile - zero to expert. If anything, this is a basic introduction course. Also, the fact that the voice is generated leaves me in doubt. On one hand, I prefer a voice without a thick accent. On the other hand, not all the terms are pronounced properly. For example, things like "sep" in code functions that actually mean "separator", are pronounced as september.
Axer
January 15, 2023
Learned a lot about Spark and how to use it for various use cases. Thank you for this wonderful course.
Jonathan
December 26, 2022
Pros: Overall well structured, very updated, teaches what you need. Cons: Missing important files, a video in Spanish in the middle. Also, it is obvious the narration is generated by GAN (AI speech). Least you could do is get someone from fiverr to read that text. Sometimes the AI mixes up terms and makes them hard to follow (like saying "mel" instead of "em-el" when referring to ML). However, if the files issue will be fixed, which is the heart of the course: the exercises, the course does deserve 5 stars.
Ainara
November 15, 2022
very good training, with the latest Spark technologies such as Databricks and Koalas. The most updated course I have

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4964724
udemy ID
11/6/2022
course created date
11/11/2022
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