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Big Data Architecture Workshop

4.6 out of 5 rating Last updated 13/12/2024   English

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Duration

3 Days

18 CPD hours

Overview

More specifically, BDAW addresses advanced big data architecture topics, including, data formats, transformation, real-time, batch and machine learning processing, scalability, fault tolerance, security and privacy, minimizing the risk of an unsound architecture and technology selection.

Description

Big Data Architecture Workshop (BDAW) is a learning event that addresses advanced big data architecture topics. BDAW brings together technical contributors into a group setting to design and architect solutions to a challenging business problem. The workshop addresses big data architecture problems in general, and then applies them to the design of a challenging system. Throughout the highly interactive workshop, students apply concepts to real-world examples resulting in detailed synergistic discussions. The workshop is conducive for students to learn techniques for architecting big data systems, not only from Cloudera's experience but also from the experiences of fellow students.

Workshop Application Use Cases
  • Oz Metropolitan
  • Architectural questions
  • Team activity: Analyze Metroz Application Use Cases
Application Vertical Slice
  • Definition
  • Minimizing risk of an unsound architecture
  • Selecting a vertical slice
  • Team activity: Identify an initial vertical slice for Metroz
Application Processing
  • Real time, near real time processing
  • Batch processing
  • Data access patterns
  • Delivery and processing guarantees
  • Machine Learning pipelines
  • Team activity: identify delivery and processing patterns in Metroz, characterize response time requirements, identify Machine Learning pipelines
Application Data
  • Three Vs of Big Data
  • Data Lifecycle
  • Data Formats
  • Transforming Data
  • Team activity: Metroz Data Requirements
Scalable Applications
  • Scale up, scale out, scale to X
    Determining if an application will scale
    Poll: scalable airport terminal designs
    Hadoop and Spark Scalability
    Team activity: Scaling Metroz
Fault Tolerant Distributed Systems
  • Principles
    Transparency
    Hardware vs. Software redundancy
    Tolerating disasters
    Stateless functional fault tolerance
    Stateful fault tolerance
    Replication and group consistency
    Fault tolerance in Spark and Map Reduce
    Application tolerance for failures
    Team activity: Identify Metroz component failures and requirements
Security and Privacy
  • Principles
  • Privacy
  • Threats
  • Technologies
  • Team activity: identify threats and security mechanisms in Metroz
Deployment
  • Cluster sizing and evolution
  • On-premise vs. Cloud
  • Edge computing
  • Team activity: select deployment for Metroz
Technology Selection
  • HDFS
  • HBase
  • Kudu
  • Relational Database Management Systems
  • Map Reduce
  • Spark, including streaming, SparkSQL and SparkML
  • Hive
  • Impala
  • Cloudera Search
  • Data Sets and Formats
  • Team activity: technologies relevant to Metroz
Software Architecture
  • Architecture artifacts
  • One platform or multiple, lambda architecture
  • Team activity: produce high level architecture, selected technologies, revisit vertical slice
  • Vertical Slice demonstration
Additional course details:

Nexus Humans Big Data Architecture Workshop training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the Big Data Architecture Workshop course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Big Data Architecture Workshop Course

Available Delivery Options for the Big Data Architecture Workshop training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Big Data Architecture Workshop training provide?

The 3 day. Big Data Architecture Workshop training course give you up to 18 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

What is the correct audience for the Big Data Architecture Workshop training?

Senior Executives
CIOs and CTOs
Business Intelligence Executives
Marketing Executives
Data & Business Analytics Specialists
Innovation Specialists & Entrepreneurs
Academics, and other people interested in Big Data

Do you provide training for the Big Data Architecture Workshop.

Yes we provide corporate training, dedicated training and closed classes for the Big Data Architecture Workshop. This can take place anywhere in Ireland including, Dublin, Cork, Galway, Northern Ireland or live online allowing you to have your teams from across Ireland or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Big Data Architecture Workshop program.

The Big Data Architecture Workshop training takes place over 3 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the Big Data Architecture Workshop?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for Ireland on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Big Data Architecture Workshop training.

Yes, the discount code PENPAL5 is currently available for the Big Data Architecture Workshop training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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