Apache Spark 3 Programming | Databricks Certification Python

欢迎大家参加关于 Apache Spark 3.0 编程和 Databricks Associate Developer Certification 的课程，使用 Python。在本课程中，您将学习如何使用 Python（通常称为 PySpark）使用 Apache Spark 3.0 进行编程，并从零开始以有趣且简单的方式为使用 Python 的 Databricks 认证做好准备。

本课程要求对 PySpark 零知识，在本课程结束时，它将带您进入 PySpark 的高级用户级别。在本课程中，我们将仅使用 Python 语言。使用 Python 开始使用 Apache Spark 的人也可以学习本课程。

本课程重点介绍 Apache Spark 3.0 最重要的方面，而不会涉及 Spark 框架的深奥方面。因此，在本课程的帮助下，您将在几个小时内使用 PySpark。此外，本课程涵盖使用 Python 语言进行 Databricks 认证所需的所有主题。

本课程还附带两个使用 PySpark 进行机器学习的奖励项目。在这些视频中，我将讨论如何准备您的数据，以便为应用机器学习算法做好准备，以及一些来自 PySpark 机器学习框架的机器学习算法的实践。我已经考虑了非常温和的例子来说明 PySpark 机器学习的力量，所以它会很容易跟随。

如果您是一个绝对的初学者或拥有不到两年 PySpark 经验的人，或者如果您希望获得 Databricks 认证的 Apache Spark 3.0 助理开发人员的认证，那么本课程是理想的选择。经验丰富的专业人士也可以使用本课程来快速掌握 PySpark 的基础知识。

在硬件要求方面，您只需要一台可以连接互联网的计算机。我们将使用免费的 Databricks 集群来练习这里的问题，因此您也无需担心任何复杂的安装。这对许多专业人士也很有帮助，因为我们几乎总是没有对计算机的管理员访问权限，也无法在计算机上安装任何软件。在本课程中，我将教您如何使用 Databricks 云平台。

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 32 lectures (2h 33m) | Size: 650.3 MB
Become zero to hero in Apache PySpark 3.0 programming in a fun and easy way. Fastest way to prepare for Databricks exam

What you’ll learn:
This course is for students who are wishing to start their journey towards learning PySpark 3.0 in a fun and easy way from ground zero.
This course covers topics for Databricks Certified Associate Developer for Apache Spark 3.0 certification using Python therefore, any student who wishes to appear for the certification (using Python) can also

Requirements
This course has been designed for absolute beginners therefore, this course assumes no previous knowledge on Apache Spark.
No previous knowledge on Data Engineering is required.
A basic knowledge of Python will be helpful but not necessary.

Description
Hello Students,

I welcome you all to this course on Apache Spark 3.0 Programming and Databricks Associate Developer Certification using Python. In this course, you will learn about programming using Apache Spark 3.0 using Python, usually referred as PySpark, along with preparing you for the Databricks certification using Python in a fun and easy way from ground zero.

This course requires zero knowledge on PySpark, and it will take you to an advanced user level of PySpark by the end of this course. We will be only using Python language here, in this course. This course can also be taken by someone who is starting their journey with Apache Spark using Python.

This course focuses on the most important aspects of Apache Spark 3.0 without going into the esoteric side of the Spark framework. Therefore, you will be productive with PySpark with the help of this course in a couple of hours. Additionally, this course covers all the topics required for Databricks certification using Python language.

This course also comes with two bonus projects on Machine learning using PySpark. In those videos, I will talk about how to prepare your data so that it is ready for applying machine learning algorithms along with some hands-on on some machine learning algorithm from the PySpark machine learning framework. I have considered very gentle examples to illustrate the power of PySpark’s machine learning, so it will be very easy to follow along.

This course is ideal if you are an absolute beginner or someone with less than two years of experience with PySpark or if you wish to get certified as a Databricks Certified Associate Developer for Apache Spark 3.0. This course can also be used by experienced professionals to quickly brush up their basics in PySpark.

In terms of hardware requirements, you just need a computer with an internet connection. We will be using a free Databricks cluster to practice the problems here, so you also don’t need to worry about any complicated installations. This is also helpful for many professionals because almost always, we do not have admin access to the computer and we cannot install any software on the computer. I will be teaching you how to use Databricks cloud platform for this course.

Who this course is for
Any student who wishes to learn Apache PySpark from ground zero to a professional level will gain benefit from this course.
Any student wishing to appear for Databricks Certified Associate Developer for Apache Spark 3.0 certification using Python will also gain benefit from this course.