Best seller

Taming Big Data with Apache Spark and Python – Hands On!

Udemy
Deal Score+4
Deal Score+4
Taming Big Data with Apache Spark and Python - Hands On! Udemy Coupon

Taming Big Data with Apache Spark and Python – Hands On!

PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

Created by Sundog Education by Frank Kane, Sundog Education Team, Frank Kane | 7 hours on-demand video course

Update - 2024New! Updated for Spark 3, more hands-on exercises, and a stronger focus on DataFrames and Structured Streaming.

“Big data” analysis is a hot and highly valuable skill – and this Taming Big Data with Apache Spark and Python – Hands On! course will teach you the hottest technology in big data: Apache Spark and specifically PySpark. Employers including Amazon, EBay, NASA JPL, and Yahoo all use Spark to quickly extract meaning from massive data sets across a fault-tolerant Hadoop cluster. You’ll learn those same techniques, using your own Windows system right at home. It’s easier than you might think.

Learn and master the art of framing data analysis problems as Spark problems through over 20 hands-on examples, and then scale them up to run on cloud computing services in this course. You’ll be learning from an ex-engineer and senior manager from Amazon and IMDb.

What you’ll learn

  • Use DataFrames and Structured Streaming in Spark 3
  • Use the MLLib machine learning library to answer common data mining questions
  • Understand how Spark Streaming lets your process continuous streams of data in real time
  • Frame big data analysis problems as Spark problems
  • Use Amazon’s Elastic MapReduce service to run your job on a cluster with Hadoop YARN
  • Install and run Apache Spark on a desktop computer or on a cluster
  • Use Spark’s Resilient Distributed Datasets to process and analyze large data sets across many CPU’s
  • Implement iterative algorithms such as breadth-first-search using Spark
  • Understand how Spark SQL lets you work with structured data
  • Tune and troubleshoot large jobs running on a cluster
  • Share information between nodes on a Spark cluster using broadcast variables and accumulators
  • Understand how the GraphX library helps with network analysis problems

Machine Learning, Data Science and Generative AI with Python

Machine Learning, Data Science and Generative AI with Python Complete hands-on machine learning and AI tutorial …

AWS Certified Data Analytics Specialty 2024 – Hands On! Best seller

AWS Certified Data Analytics Specialty 2024 – Hands On! Practice exam included! AWS DAS-C01 certification prep …

Building Recommender Systems with Machine Learning and AI Best seller

Building Recommender Systems with Machine Learning and AI How to create machine learning recommendation systems …

Elasticsearch 8 and the Elastic Stack: In Depth and Hands On Best seller

Elasticsearch 8 and the Elastic Stack: In Depth and Hands On Complete Elastic search tutorial – search, …

Taming Big Data with MapReduce and Hadoop – Hands On!

Taming Big Data with MapReduce and Hadoop – Hands On! Learn MapReduce fast by building over 10 real examples, …

Who this course is for:

  • People with some software development background who want to learn the hottest technology in big data analysis will want to check this out. This course focuses on Spark from a software development standpoint; we introduce some machine learning and data mining concepts along the way, but that’s not the focus. If you want to learn how to use Spark to carve up huge datasets and extract meaning from them, then this course is for you.
  • If you’ve never written a computer program or a script before, this course isn’t for you – yet. I suggest starting with a Python course first, if programming is new to you.
  • If your software development job involves, or will involve, processing large amounts of data, you need to know about Spark.
  • If you’re training for a new career in data science or big data, Spark is an important part of it.

Affiliate Disclosure: Thank you for visiting Udemy Coupons ME. We want to let you know that some of the links on our website are affiliate links. By clicking on these links and making a purchase, we may receive a small commission. This is at no extra cost to you. Our content, including the guidance we provide on education choices, is created with integrity and based on the practical assessment and feedback from our community of users. We focus on helping you find the best online courses to meet your needs, while the affiliate commissions we earn are reinvested into enhancing our platform. We appreciate your support and trust in our recommendations!

Josh Smith
Josh Smith

The Couponos team has over ten years of experience finding free and 100%-off Udemy Coupons. We add over 200 coupons daily and verify them constantly to ensure that we only offer fully working coupon codes. We are experts in finding new offers as soon as they become available. They're usually only offered for a limited usage period, so you must act quickly.