Chevron Left
Zurück zu Distributed Computing with Spark SQL

Bewertung und Feedback des Lernenden für Distributed Computing with Spark SQL von University of California, Davis

4.5
Sterne
548 Bewertungen

Über den Kurs

This course is all about big data. It’s for students with SQL experience that want to take the next step on their data journey by learning distributed computing using Apache Spark. Students will gain a thorough understanding of this open-source standard for working with large datasets. Students will gain an understanding of the fundamentals of data analysis using SQL on Spark, setting the foundation for how to combine data with advanced analytics at scale and in production environments. The four modules build on one another and by the end of the course you will understand: the Spark architecture, queries within Spark, common ways to optimize Spark SQL, and how to build reliable data pipelines. The first module introduces Spark and the Databricks environment including how Spark distributes computation and Spark SQL. Module 2 covers the core concepts of Spark such as storage vs. compute, caching, partitions, and troubleshooting performance issues via the Spark UI. It also covers new features in Apache Spark 3.x such as Adaptive Query Execution. The third module focuses on Engineering Data Pipelines including connecting to databases, schemas and data types, file formats, and writing reliable data. The final module covers data lakes, data warehouses, and lakehouses. Students build production grade data pipelines by combining Spark with the open-source project Delta Lake. By the end of this course, students will hone their SQL and distributed computing skills to become more adept at advanced analysis and to set the stage for transitioning to more advanced analytics as Data Scientists....

Top-Bewertungen

GT

9. Juni 2020

I highly recommend this course for anyone in the BI and Data space interested in learning Spark. The course gives an easy to understand to the framework and applicable hands on examples.

KS

13. Mai 2020

Amazing course that really cuts through the fundamentals of using distributed computing power to analyze and manipulate data. Well organised structure on fundamentals

Filtern nach:

101 - 125 von 136 Bewertungen für Distributed Computing with Spark SQL

von Ashok k

•

13. Feb. 2021

von Виктор И

•

15. Juni 2022

von Praneeth P

•

22. Mai 2020

von Ahmed R

•

11. Sep. 2022

von Prajnita S

•

28. Jan. 2021

von samuel k

•

30. Mai 2022

von Nick C

•

4. Okt. 2020

von Wai K C

•

28. Juni 2021

von Snorri B A

•

15. Juli 2021

von Truong T T H

•

6. Juli 2020

von Michael S

•

25. Apr. 2021

von Gustavo M L A

•

16. Nov. 2020

von AVIJIT J

•

11. Apr. 2022

von Tuyên Đ

•

3. Nov. 2020

von Anggi F S

•

3. Okt. 2022

von Leonardo S

•

7. Jan. 2022

von Dr. H K A

•

13. Apr. 2020

von Anthony J V H

•

9. Sep. 2021

von Gabriel J N P

•

6. Feb. 2022

von Colleen

•

21. Dez. 2020

von Allyson D d L

•

5. Dez. 2021

von Luis A E E M

•

14. Nov. 2021

von k b

•

23. Dez. 2021

von Minh D

•

26. Sep. 2020

von Sizhe L

•

26. Okt. 2019

Coursera Footer

Starten oder fördern Sie Ihre Karriere

Beliebte Themen durchsuchen

Beliebte Kurse und Artikel

Abschluss oder Zertifikat online erwerben

Coursera

Community

Mehr

Überall lernen
Placeholder
Placeholder
Placeholder