[Udacity] Data Engineering Nanodegree v1.0.0

[Udacity] Data Engineering Nanodegree v1.0.0

[Udacity] Data Engineering Nanodegree v1.0.0

Change into a Information Engineer

Information Engineering is the muse for the brand new world of Massive Information. Enroll now to construct production-ready knowledge infrastructure, a necessary ability for advancing your knowledge profession.

  • ESTIMATED TIME, 5 Months

    At 5 hrs/week

  • ENROLL BY, August 14, 2019

    Get entry to classroom instantly on enrollment

  • PREREQUISITES
    Intermediate Python & SQL

    Intermediate Python programming information, of the type gained by the Programming for Information Science Nanodegree program, different introductory programming programs or packages, or extra real-world software program improvement expertise. Together with:

    • Strings, numbers, and variables; statements, operators, and expressions;
    • Lists, tuples, and dictionaries; Circumstances, loops;
    • Procedures, objects, modules, and libraries;
    • Troubleshooting and debugging; Analysis & documentation;
    • Downside fixing; Algorithms and knowledge buildings

    This content material can also be accessible within the Introduction to Python Programming course.

    Intermediate SQL information and linear algebra mastery, addressed within the Programming for Information Science Nanodegree program, together with:

    • Joins, Aggregations, and Subqueries
    • Desk definition and manipulation (Create, Replace, Insert, Alter)

    This content material can also be accessible within the SQL for Information Evaluation course.

BUILT IN COLLABORATION WITH

What You Will Study

DOWNLOAD SYLLABUS

SYLLABUS

Information Engineering

Study to design knowledge fashions, construct knowledge warehouses and knowledge lakes, automate knowledge pipelines, and work with huge datasets. On the finish of this system, you’ll mix your new expertise by finishing a capstone challenge.

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5 months to finish

PREREQUISITE KNOWLEDGE

To achieve success on this program, it is best to have intermediate Python and SQL expertise.See detailed necessities.

  • Information Modeling

    Study to create relational and NoSQL knowledge fashions to suit the varied wants of information customers. Use ETL to construct databases in PostgreSQL and Apache Cassandra.

    DATA MODELING WITH POSTGRESDATA MODELING WITH APACHE CASSANDRA

  • Cloud Information Warehouses

    Sharpen your knowledge warehousing expertise and deepen your understanding of information infrastructure. Create cloud-based knowledge warehouses on Amazon Net Companies (AWS).

    BUILD A CLOUD DATA WAREHOUSE

  • Spark and Information Lakes

    Perceive the massive knowledge ecosystem and how one can use Spark to work with huge datasets. Retailer massive knowledge in a knowledge lake and question it with Spark.

    BUILD A DATA LAKE

  • Information Pipelines with Airflow

    Schedule, automate, and monitor knowledge pipelines utilizing Apache Airflow. Run knowledge high quality checks, observe knowledge lineage, and work with knowledge pipelines in manufacturing.

    DATA PIPELINES WITH AIRFLOW

  • Capstone Venture

    Mix what you’ve realized all through this system to construct your individual knowledge engineering portfolio challenge.

    DATA ENGINEERING CAPSTONE

Study with one of the best

Amanda Moran

Amanda Moran

DEVELOPER ADVOCATE AT DATASTAX

Amanda is a developer Advocate for DataStax after spending the final 6 years as a Software program Engineer on four completely different distributed databases. Her ardour is bridging the hole between clients and engineering. She has levels from College of Washington and Santa Clara College.

Ben Goldberg

Ben Goldberg

STAFF ENGINEER AT SPOTHERO

In his profession as an engineer, Ben Goldberg has labored in fields starting from Laptop Imaginative and prescient to Pure Language Processing. At SpotHero, he based and constructed out their Information Engineering staff, utilizing Airflow as one of many key applied sciences.

Sameh El-Ansary

Sameh El-Ansary

CEO AT NOVELARI & ASSISTANT PROFESSOR AT NILE UNIVERSITY

Sameh is the CEO of Novelari, lecturer at Nile College, and the American College in Cairo (AUC) the place he lectured on safety, distributed programs, software program engineering, blockchain and BigData Engineering.

Olli Iivonen

Olli Iivonen

DATA ENGINEER AT WOLT

Olli works as a Information Engineer at Wolt. He has a number of years of expertise on constructing and managing knowledge pipelines on numerous knowledge warehousing environments and has been a fan and lively consumer of Apache Airflow since its first incarnations.

David Drummond

David Drummond

VP OF ENGINEERING AT INSIGHT

David is VP of Engineering at Perception the place he enjoys breaking down tough ideas and serving to others study knowledge engineering. David has a PhD in Physics from UC Riverside.

Judit Lantos

Judit Lantos

DATA ENGINEER AT SPLIT

Judit was previously an teacher at Perception Information Science serving to software program engineers and educational coders transition to DE roles. Presently, she is a Information Engineer at Cut up the place she works on the statistical engine of their full-stack experimentation platform.

Juno Lee

Juno Lee

CURRICULUM LEAD AT UDACITY

Juno is the curriculum lead for the College of Information Science. She has been sharing her ardour for knowledge and educating, constructing a number of programs at Udacity. As a knowledge scientist, she constructed advice engines, laptop imaginative and prescient and NLP fashions, and instruments to research consumer conduct.

GET STARTED WITH

Information Engineer Nanodegree Program

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LEARN
You’ll have entry to the Nanodegree program classroom and supplies, plus skilled challenge opinions.

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AVERAGE TIME
On common, profitable college students take 5 months to finish this Nanodegree program.

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BENEFITS INCLUDE
  • Actual-world initiatives from business consultants
  • 1-on-1 technical mentor
  • Private profession coach & profession providers

Dimension: 3.62 GB

Download Now

https://www.udacity.com/course/data-engineer-nanodegree–nd027.

 

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