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2021 Edition – Spark Scala coding framework , best practices and unit testing with ScalaTest

This course will bridge the gap between your academic and real world knowledge and prepare you for an entry level Big Data Spark Scala developer role. You wi...
3.8
3.8/5
(4 reviews)
45 students
Created by

9.3

Classbaze Grade®

9.0

Freshness

9.3

Popularity

9.1

Material

This course will bridge the gap between your academic and real world knowledge and prepare you for an entry level Big Data Spark Scala developer role. You wi...
Platform: Skillshare
Video: 2h 56m
Language: English
Next start: On Demand

Best Apache Spark classes:

Classbaze Rating

Classbaze Grade®

9.3 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness

9.0 / 10
This course was last updated on 12/2020.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Popularity

9.3 / 10
We analyzed factors such as the rating (3.8/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Material

9.1 / 10
Video Score: 8.0 / 10
The course includes 2h 56m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
The average video length is 6 hours 47 minutes of 113 Apache Spark courses on Skillshare.
Detail Score: 9.2 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 10.0 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

0 article.
0 resource.
0 exercise.
0 tests or quizzes.

In this page

About the course

This course will bridge the gap between your academic and real world knowledge and prepare you for an entry level Big Data Spark Scala developer role. You will learn the following

  • Spark Scala coding best practices

  • Logging – log4j, slf4

  • Exception Handling

  • Configuration using Typesafe config

  • Doing development work using IntelliJ, Maven

  • Using your local environment as a Hadoop Hive environment

  • Reading and writing to a Postgres database using Spark

  • Unit Testing Spark Scala using JUnit , ScalaTest, FlatSpec & Assertion
  • Building a data pipeline using Hadoop , Spark and Postgres

Prerequisites :

  • Basic programming skills

  • Basic database knowledge

  • Big Data and Spark entry level knowledge

What can you learn from this course?

A bank wants to get insights from their Customer data.  Build a data pipeline using Hive , Spark and Postgres that will allow the bank to road data, apply all transformation and load it to a relational database from where it can be picked up by the Analytics team. Build your project following the steps mentioned below
1. Setup a Hadoop Hive environment on your local Machine
2. Install PostgreSQL Database on your local environment
3. Configure IntelliJ to have required dependency for Spark, Hive and Postgres
4. Load data into Hive table and Read Data from Hive Table
5. Apply transformation to replace Null Values in the data fetched from the Hive table
6. Store the transformed data into a PostgreSQL table

Ensure following coding best practices are followed

1. Logging – Try to implement Log4J and SLF4J
2. Error Handling – Ensure all errors are caught including System Error and Network Error
3. Managing Configuration with properties file – Capture all Transformation logic in a Config File, Capture all DB credentials in a public file 
Once you have successfully built the project please share it in the Student Gallery.  If you have implemented any other best practices related to non-functional requirement please feel free to share.

What you need to start the course?

There is no prerequisite, anyone can begin this course.. This course is also great for beginners without any Apache Spark knowledge.

Who is this course is made for?

This course is suitable for beginners.

Are there coupons or discounts for 2021 Edition - Spark Scala coding framework , best practices and unit testing with ScalaTest ? What is the current price?

You can enrol in this course with a Skillshare subscription that costs $8/month, but you start with a FREE 7-day trial. You can also enrol in thousands of courses on a variety of topics with your subscription, including several Apache Spark courses.
The average price is $17.1 of 113 Apache Spark courses. So this course is -100% more expensive than the average Apache Spark course on Skillshare.

Will I be refunded if I'm not satisfied with the 2021 Edition - Spark Scala coding framework , best practices and unit testing with ScalaTest course?

There is no money-back guarantee with Skillshare, but you can start with a free one-week trial to learn without risk. With the subscription, you can download classes to your tablet or phone using the Skillshare app.

Are there any financial aid for this course?

At the moment we couldn't find any available scholarship for2021 Edition - Spark Scala coding framework , best practices and unit testing with ScalaTest, but you can access more than 30 thousand classes for $8/month on Skillshare, including this one!

Who will teach this course? Can I trust Engineering Tech?

Engineering Tech has created 11 courses that got 13 reviews which are generally positive. Engineering Tech has taught 284 students and received a 4.4 average review out of 13 reviews. Depending on the information available, we think that Engineering Tech is an instructor that you can trust.
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Big Data, Cloud and AI Solution Architec
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9.3

Classbaze Grade®

9.0

Freshness

9.3

Popularity

9.1

Material

Platform: Skillshare
Video: 2h 56m
Language: English
Next start: On Demand

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