Data Science, Apache Spark & Python Analysiere echte Daten!

Bo0mB0oma · March 22, 2019

Data Science, Apache Spark & Python: Analysiere echte Daten!

.MP4 | Video: 1280x720, 30 fps® | Audio: AAC, 48000 Hz, 2ch | 1.38 GB

Duration: 7.5 hours | Genre: eLearning Video | Language: English

Experience Spark by analyzing real data - birth statistics, glacier data, taxi orders, ...

What you'll learn

Analyze huge amounts of data with a few lines of code in Apache Spark

Values "big data" with simple python code

Analyze real data not only on your computer, but (optionally) on a whole computing cluster

Use the example code of the course for your own projects

Rent countless computers in the Amazon cloud, and evaluate even larger data masses (optional)

Challenge yourself with practice exercises and playfully consolidate your knowledge

Create systematic evaluations that have the potential to optimize your business

Requirements

You need your own computer. In the course, I'll show you how to install all the tools you need on Windows, but the examples work 1: 1 on Mac and Linux

You should have already programmed something. Some programming language is enough - at the beginning of the course there is a small Python crash course where you can repeat the most important features of Python again.

description

New: For Spark 2.1!

Evaluations of "big data" are becoming increasingly important, experts are desperately sought. In this course you will learn the hottest technology, Apache Spark. This is already being used by countless companies, including Amazon, eBay, Groupon, TripAdvisor! Learn Apache Spark now - easily on your own computer.

In this course, you are evaluating real data. Not only does this course make a lot of fun, the examples are also very vivid and prepare you perfectly - be it because you want to evaluate some data yourself, or you want to apply for a job as a Data Scientist!

✓ Understand the Spark Basics: The Resilient Distributed Dataset

✓ Develop Spark programs in Python

✓ Challenge yourself with exercises and consolidate your knowledge

✓ Analyze huge amounts of data on your computer with a few lines of code in Apache Spark

✓ Run a real Spark cluster on the Amazon Cloud (Elastic Map Reduce) (optional)

✓ Modify the sample code from this course and analyze your own data even faster

After completing this course, data sets can evaluate and visualize independently - and have done so many times. You analyzed glacier statistics, visualized taxi - data, frequency of words in an ebook, as well as birth statistics of the USA evaluated. As a result, you are perfectly prepared for independent evaluations, and you can, for example, impress your boss with meaningful analyzes!

Who this course is for:

Software developers who want to learn more and evaluate large amounts of data

If you've never programmed anything, this course is not for you yet. Look then, for example my python course!

If you need to process more data in the job, Spark is simply the best tool for you. Take a look at this course!

If you want to prepare for a career as a data scientist, this course is a good workout for it

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