Microsoft Fabric - Apache Spark and Notebooks

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Randy Minder

4:43:14

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1. Introduction

1. Introduction.mp4

02:59

2. Important! You May Not Need to Purchase This Course!.mp4

01:49

2. Introduction to Microsoft Fabric Notebooks

1. What are they.mp4

09:35

2. A Quick Tour - Part 1.mp4

14:06

3.1 Player Batting.zip

3. A Quick Tour - Part 2.mp4

17:32

3. Apache Spark and Notebooks

1. Before Getting Started.mp4

03:27

2. Introduction to Apache Spark.mp4

08:54

3. Spark Libraries.mp4

03:46

4. Dataframe Basics - Part 1.mp4

09:47

5.1 OnlineSales.zip

5. Dataframe Basics - Part 2.mp4

19:20

6. Dataframe Basics - Part 3.mp4

10:39

7. Common Operations with Dataframes.mp4

15:16

8.1 Customers.csv

8. Filtering Data.mp4

22:21

9. Aggregating Data.mp4

15:20

10. Joining Dataframes.mp4

08:33

11. Working with Dates.mp4

11:38

12. SQL Statements and Spark.mp4

08:56

13. Microsoft Fabric 1.1. Spark Runtime.mp4

05:54

14. Spark Configuration.mp4

10:43

15. Spark Autotuning.mp4

04:25

4. Data Wrangler

1. Data Wrangler - Part 1.mp4

07:54

2.1 Notebook Code.txt

2. Data Wrangler - Part 2.mp4

10:59

3. Data Wrangler - Part 3.mp4

09:55

5. Test Your Knowledge

1. Exercise #1.mp4

05:11

2.1 Contoso.zip

2. Exercise #2.mp4

16:59

3. Question #1.mp4

00:33

4. Question #2.mp4

00:38

5. Exercise #3.mp4

10:20

6. Exercise #4.mp4

06:33

7. Question #3 and #4.mp4

00:39

8. Exercise #5.mp4

08:33

Description

Learn the Microsoft Fabric Spark environment, notebooks, dataframes, filtering, aggregating, joining dataframes and more

What You'll Learn?

Apache Spark and Notebook Integration into Microsoft Fabric
Overview of the Microsoft Fabric Notebooks Environment
Dataframe Basics
Common Operations with Dataframes
Filtering data using Dataframes
Aggregating data using Dataframes
Joining Dataframes
Spark Libraries
Working with Dates
SQL Statements and Spark
Spark Configuration and Tuning
Exercises and Questions for Practice

Who is this for?

Anyone wanting to learn how Apache Spark and Notebooks are integrated into Microsoft Fabric

What You Need to Know?

Some working experience with Microsoft Fabric and Spark would be useful but not absolutely necessary

More details

Description
This course takes you into the Microsoft Fabric experience of Apache Spark and Notebooks, where the power of distributed computing meets the elegance and fun of interactive coding in Python, R, Scala or SQL.
In this comprehensive course, you will be introduced to Spark's pyspark library, empowering you to tackle common data challenges with remarkable ease. You will wrangle data in pandas dataframes and learn the most common dataframe operations. In short, you will acquire the skills necessary to manipulate your data in many different ways.
As you move deeper into Spark, you will master the art of filtering data, joining dataframes, and manipulating dates and times with ease. You will also be exposed to using SQL in Spark, allowing you to use SQL queries to extract data from Delta Parquet files and storing them in dataframes.
This course will also equip you with the knowledge you need to optimize Spark performance through effective configuration and autotuning. You will learn that there is very little you have to do to fully optimize the Spark environment in which your notebooks run.
The course consists of over 30 lectures, complemented by hands-on practice exercises that will challenge your understanding of the concepts being taught and perhaps your research ability. By the end of this course, you will be a confident and proficient Spark notebook user, capable of harnessing its immense power to solve real-world data scenarios.
Here are just some of the compelling benefits you will gain from this course:

Master the fundamentals of Spark libraries, dataframes, and SQL
Learn to how to filter, aggregate, and join data using dataframes
Gain expertise in manipulating dates and times
Data Wrangling
Learn how to optimize Spark performance through configuration and autotuning
Solve real-world data scenarios with Spark notebooks
Enhance your resume with in-demand Fabric Spark notebook skills
Position yourself for success in the booming field of Big Data
If you are ready to take your data skills to the next level, then enroll in this course today and learn how you can use Apache Spark and notebooks, integrated in Microsoft Fabric, in your day-to-day work.
Who this course is for:
Anyone wanting to learn how Apache Spark and Notebooks are integrated into Microsoft Fabric

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Apache Spark

Randy Minder

Instructor's Courses

Microsoft Certified Professional:Exam 70-778: Analyzing and Visualizing Data with Microsoft Power BI (January 2019 - 80% score)Snowflake Core Certification Exam (April 2021 - 90% score)Seasoned database engineer (OLTP, data warehouses, operational data stores), tabular modeling, business intelligence. Power BI, Snowflake and KQL. 20 years of software development using a variety of Microsoft technologies, mostly C#. 2016 Nominee for the First Solar Business Enablement CEO Award for Analytics Tools & Methods Infrastructure.StackOverflow reputation of 45,000 (top 1%)

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