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Nanodegree Program

Data Streaming

Learn the skills to take you into the next era of data engineering.
Build real-time applications to process big data at scale.
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  • DAYS
  • HRS
  • MIN
  • SEC
  • Estimated Time
    2 Months

    At 5-10 hours/week

  • Enroll by
    September 22, 2021

    Get access to the classroom immediately upon enrollment

  • Prerequisites
    Intermediate Python, SQL, and experience with ETL

What You Will Learn

Syllabus

Data Streaming

Learn how to process data in real-time by building fluency in modern data engineering tools, such as Apache Spark, Kafka, Spark Streaming, and Kafka Streaming. You’ll start by understanding the components of data streaming systems. You’ll then build a real-time analytics application. Students will also compile data and run analytics, as well as draw insights from reports generated by the streaming console.

Learn how to analyze data in real-time using Apache Kafka and Spark, and build applications to process live insights from data at scale.

Related Nanodegrees
Prerequisite Knowledge

To be successful in this program, you should have intermediate Python and SQL skills, as well as experience with ETL.

  • Foundations of Data Streaming

    Learn the fundamentals of stream processing, including how to work with the Apache Kafka ecosystem, data schemas, ApacheAvro, Kafka Connect and REST proxy, KSQL, and Faust Stream Processing.

  • Streaming API Development and Documentation

    The goal of this course is to grow your expertise in the components of streaming data systems, and build a real time analytics application. Specifically, you will be able to identify components of Spark Streaming (architecture and API), build a continuous application with Structured Streaming, consume and process data from Apache Kafka with Spark Structured Streaming (including setting up and running a Spark Cluster), create a DataFrame as an aggregation of source DataFrames, sink a composite DataFrame to Kafka, and visually inspect a data sink for accuracy.

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Data Engineer is one of the best jobs for 2019, with a base salary of $100k.

All Our Programs Include

Real-world projects from industry experts

Real-world projects from industry experts

With real world projects and immersive content built in partnership with top tier companies, you’ll master the tech skills companies want.
Technical mentor support

Technical mentor support

Our knowledgeable mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track.
Career Services

Career services

You’ll have access to resume support, Github portfolio review and LinkedIn profile optimization to help you advance your career and land a high-paying role.
Flexible learning program

Flexible learning program

Tailor a learning plan that fits your busy life. Learn at your own pace and reach your personal goals on the schedule that works best for you.
Program OfferingsFull list of offerings included:
Enrollment Includes:
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Succeed with Personalized Services
We provide services customized for your needs at every step of your learning journey to ensure your success!
Get timely feedback on your projects
Reviews By the numbers
1,400+ project reviewers
2.7M projects reviewed
88/100 reviewer rating
1.1 hours avg project review turnaround time
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  • Personalized feedback
  • Unlimited submissions and feedback loops
  • Practical tips and industry best practices
  • Additional suggested resources to improve
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Mentors by the numbers
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0.85 hours median response time
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  • Questions answered quickly by our team of technical mentors

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Data Streaming Nanodegree Program

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    Best Value
  • Learn

    Learn how to analyze data in real-time using Apache Kafka and Spark, and build applications to process live insights from data at scale.
  • Average Time

    On average, successful students take 2 months to complete this program.
  • Benefits include

    • Real-world projects from industry experts
    • Technical mentor support
    • Career services

Program Details

PROGRAM OVERVIEW - WHY SHOULD I TAKE THIS PROGRAM?
  • Why should I enroll?
    As businesses increasingly rely on applications that produce and process data in real-time, data streaming is an increasingly in-demand skill for data engineers. The Data Streaming Nanodegree program will prepare you for the cutting edge of data engineering as more and more companies look to derive live insights from data at scale.
    Students will learn how to process data in real-time by building fluency in modern data engineering tools, such as Apache Spark, Kafka, Spark Streaming, and Kafka Streaming.
    You’ll start by understanding the components of data streaming systems. You’ll then build a real-time analytics application. You will also compile data and run analytics, as well as draw insights from reports generated by the streaming console.
  • What jobs will this program prepare me for?
    This program is designed to upskill experienced Software Engineers and Data Engineers to learn the latest advancements in data processing, sending data records continuously to support live updating.
    The projects in the Data Streaming Nanodegree program will prepare you to develop systems and applications capable of interpreting data in real-time, and position you for roles in all industries that require live data processing for functions including big data, cloud computing, web personalization, fraud detection, sensor monitoring, anomaly detection, supply chain maintenance, location-based services, and much more.
  • How do I know if this program is right for me?
    This program is intended for software engineers looking to build real-time data processing proficiency, as well as data engineers looking to enhance their existing skill set with the next advancement in data engineering.
Enrollment and Admission
  • Do I need to apply? What are the admission criteria?
    There is no application. This Nanodegree program accepts everyone, regardless of experience and specific background.
  • What are the prerequisites for enrollment?
    The Data Streaming Nanodegree program is designed for students with intermediate Python and SQL skills, as well as experience with ETL. Basic familiarity with traditional batch processing and basic conceptual familiarity with traditional service architectures is desired, but not required.
    Intermediate Python programming knowledge, of the sort gained through the Programming for Data Science Nanodegree program, other introductory programming courses or programs, or additional real-world software development experience. Including:
    • Strings, numbers, and variables; statements, operators, and expressions;
    • Lists, tuples, and dictionaries; Conditions, loops;
    • Procedures, objects, modules, and libraries;
    • Troubleshooting and debugging; Research & documentation;
    • Problem solving; Algorithms and data structures

    Intermediate SQL knowledge and linear algebra mastery, addressed in the Programming for Data Science Nanodegree program, including:
    • Joins, Aggregations, and Subqueries
    • Table definition and manipulation (Create, Update, Insert, Alter)
  • If I do not meet the requirements to enroll, what should I do?
    Udacity’s Programming for Data Science with Python Nanodegree program is great preparation for the Data Engineer Nanodegree program. You’ll learn to code with Python and SQL.
    Similarly, the Data Engineering Nanodegree program is great preparation for the Data Streaming Nanodegree program.
Tuition and Term of Program
  • How is this Nanodegree program structured?
    The Data Streaming Nanodegree program is comprised of content and curriculum to support two projects. We estimate that students can complete the program in two months, working five to ten hours per week.
    Each project will be reviewed by the Udacity reviewer network. Feedback will be provided, and if you do not pass the project, you will be asked to resubmit the project until it passes.
  • How long is this Nanodegree program?
    You will have access to this Nanodegree program for as long as your subscription remains active. The estimated time to complete this program can be found on the webpage and in the syllabus, and is based on the average amount of time we project that it takes a student to complete the projects and coursework. See the Terms of Use and FAQs for other policies regarding the terms of access to our Nanodegree programs.
  • Can I switch my start date? Can I get a refund?
    Please see the Udacity Program Terms of Use and FAQs for policies on enrollment in our programs.
Software & Hardware
  • What software and versions will I need in this program?
    Students should have access to the Internet and a 64 bit computer. There are no additional software and version requirements to complete this program, all coursework and projects can be completed via Student Workspaces in the Udacity online classroom.

Data Streaming Nanodegree Program

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