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

如果您正在寻找使用 Apache Spark 和 Python 学习大数据的实践、完整和高级课程，那么您来对地方了。

本课程旨在涵盖 Apache Spark 的完整技能集，从 RDD、Spark SQL、Dataframes 和 Spark Streaming，到使用 Spark ML 进行机器学习、高级分析、数据可视化、Spark Koalas 和 Databricks。

通过课程、可下载的学习指南、动手练习和实际用例，这是您学习 Apache Spark 所需的唯一课程。

Apache Spark 已超越 Hadoop MapReduce，成为大数据的参考工具。Spark 的运行速度比 Hadoop MapReduce 快 100 倍，并且拥有完整的机器学习和数据分析功能生态系统。这使得 Apache Spark 成为数据工程师、数据科学家等最需要的技能之一。大数据是当今最有价值的技能之一。因此，本课程将教您在大数据就业市场中定位自己所需的一切。

在本课程中，我们将教您完整的 Apache Spark 和 PySpark 技能。从基础到最高级的功能。我们将在 Power Point 中使用视觉演示，分享清晰的解释和有用的专业建议。

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

Published 11/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 76 lectures (4h 20m) | Size: 1.81 GB

What you’ll 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

Requirements

Python

Description

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!

Who this course is for
Anyone who wants to learn advanced big data skills
Anyone who knows Python and wants to adquire Big Data processing skills
Anyone that want to make a career as a data engineer, data analyst or data scientist
Anyone interested in learning Apache Spark and Pyspark for Big Data analysis
Anyone that want to learn cutting-edge technology in Big Data