EMC - Firebrand's training for EMC's Data Science Associate (EMCDSA)

Varighet

Varighet:

Bare 5 dager

Metode

Metode:

klasserommet / på nett / Hybrid

Neste dato

Neste dato:

7/2/2022 (Mandag)

Overview

On this Firebrand course, you'll get the knowledge and skills you need to participate in your businesses big data and analytics projects.

In just five days, you'll get practical foundation-level training, including an introduction to big data analytics technology and tools. Firebrand's unique Lab | Lecture | Review approach means you'll get hands on experience of how these methods are applied to real world business challenges by a practicing data scientist.

The course takes an "Open", technology-neutral approach. This includes a final lab which addresses a big data analytics challenge by applying the concepts taught in the course in the context of the Data Analytics Lifecycle.

Firebrand's training for EMC's Data Science Associate certification will teach you how to use advanced analytic methods and big data analytics tools like MapReduce and Hadoop. After completing this course, you'll have the skills to:

  • Become an immediate contributor on a data science team
  • Assist re-framing a business challenge as an analytics challenge
  • Deploy a structured lifecycle approach to data analytics problems
  • Apply appropriate analytic techniques and tools to analyse big data
  • Tell a compelling story with the data to drive business action
  • Use open source tools such as R, Hadoop, and Postgres
  • Prepare for EMC Proven™ Professional Data Scientist certification

You will also have knowledge of the following areas:

  • Deploying the Data Analytics Lifecycle to address big data analytics projects
  • Reframing a business challenge as an analytics challenge
  • Applying appropriate analytic techniques and tools to analyse big data, create statistical models, and identify insights that can lead to actionable results
  • Selecting appropriate data visualisations to clearly communicate analytic insights to business sponsors and analytic audiences
  • Use tools such as: R and RStudio, MapReduce/Hadoop, in-database analytics, Window and MADlib functions

This course is ideal for anyone who wants to build an understanding of Data Science, including managers of business intelligence teams, data and database professionals and current business/data analysts.

Firebrand's course will prepare you for for the Proven™ Professional Data Scientist Associate (EMCDSA) Certification Exam - which you'll take during the course. This is covered by your Certification Guarantee.

Her er 8 grunner til hvorfor du skal gjennomføre ditt Data Science Associate hos Firebrand Training:

  1. Du blir utdannet og sertifisert på bare 5 dager. Hos oss får du din utdanning og sertifisering på rekordtid, en sertifisering du også gjennomfører der og da som en integrert del av den intensive, akselererte utdanningen.
  2. Alt er inkludert. Et engangsbeløp dekker alt kursmaterial, eksamen, kost og losji og tilbyr den mest kostnadseffektive måten å gjennomføre ditt Data Science Associate kurs og sertifisering på. Og dette uten noen uannonserte ytterligere kostnader.
  3. Du klarer sertifiseringen første gangen eller kan gå kurset om igjen kostnadsfritt. Det er vår garanti. Vi er sikre på at du vil klare din Data Science Associate sertifisering første gangen. Men skulle du mot formodning ikke gjøre det kan du innen et år komme tilbake og kun betale for eventuelle overnattinger og din eksamen. Alt annet er gratis.
  4. Du lærer deg mer.Tradisjonelle utdanningsdager varer fra kl. 09.00 til 16.00 med lange lunsj- og kaffepauser. Hos Firebrand Training får du minst 12 timers effektiv og fokusert kvalitetsutdanning hver dag sammen med din instruktør, uten private eller arbeidsrelaterte, forstyrrende momenter.
  5. Du lærer deg Data Science Associate raskere. Vi kombinerer de tre innlæringsmetodene (Presentasjon |Øving| Diskusjon) slik at vi gjennomfører kurset på en måte som sikrer at du lærer deg raskere og lettere.
  6. Du er i sikre hender.Vi har utdannet og sertifisert 111.290 personer, vi er partner med alle de store navn i bransjen og vi har vunnet atskillige utmerkelser, bla. a. "Årets Learning Partner 2010, 2011, 2012, 2013 og 2015” fra Microsoft Danmark og med en vekst på 1430 % siden 2009 er vi årets Gazelle prisvinner på Sjælland, Danmark.
  7. Du lærer deg ikke bare teorien. Vi har videreutviklet Data Science Associate kursen og tilbyr flere praktiske øvelser og sikrer på den måten, at du kan bruke dine ferdigheter for å løse daglige praktiske problemstillinger.
  8. Du lærer av de beste. Våre instruktører på Data Science Associate er de beste i bransjen og tilbyr en helt unik blanding av kunnskap, praktisk erfaring og pasjon for å lære bort.

Benefits

Curriculum

  • Introduction and the Course Agenda
  • Introduction to Big Data Analytics
    • Big Data Overview
    • State of the Practice in Analytics
    • The Data Scientist
    • Big Data Analytics in industry verticals
  • The Data Analytics Lifecycle
    • Discovery
    • Data Preparation
    • Model Planning
    • Model Building
    • Communicating results
    • Operationalising
  • Review of Basic Data Analytic methods Using R
    • Introduction to R
    • Analysing and Exploring the Data
    • Statistics for Model Building and Evaluation
  • Advanced Analytics - Theory and Methods
    • K-Means Clustering
    • Association Rules
    • Linear Regression
    • Logistic Regression
    • Naïve Bayesian Classifier
    • Decision Trees
    • Time Series Analysis
    • Text Analysis
    • Advanced Analytics - Technologies and Tools
    • Analytics for Unstructured Data: MapReduce and Hadoop
    • The Hadoop Ecosystem
    • In-database Analytics - SQL Essentials
    • Advanced SQL and MADlib for In-database Analytics
  • The Endgame, or Putting it All Together
    • Operationalizing an Analytics Project
    • Creating the Final Deliverables
    • Data Visualization Techniques
    • Final Lab Exercise on Big Data Analytics

Exam Track

You'll sit the following exam at the Firebrand Training Centre, covered by your Certification Guarantee:

  • DEA-7TT2 Associate - Data Science and Big Data Analytics v2 Exam

Exam details:

  • Duration: 90 minutes
  • 60 questions
  • Passing score: 60%

This exam is a qualifying exam for the Data Science Associate (EMCDSA) certification.

What's Included

  • Student Material Folder
  • Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data, EMC Education Services, ISBN: 978-1118876138

Please note: Firebrand's EMCDSA course does not follow an accelerated schedule. Training days are from 9 to 6. However, delegates have access to our labs for self study after the teaching hours. Our instructor will be there to assist with any questions and reviews.

Prerequisites

You should possess:

  • A strong quantitative background with a solid understanding of statistics
  • Experience with a scripting language, like Java, Perl, Python or R
  • Experience with SQL

Anmeldelser

Vi har lært opp 111.290 personer på 12 år. Vi ba dem om å anmelde vår akselererte opplæring. Akkurat nå har 96,66% angitt at Firebrand overgikk forventningene:

"A great experience training with Firebrand, considering this had to be done remotely due to COVID-19. Interactive and approachable. "
Anonym (29/6/2020 (Mandag) til 3/7/2020 (Fredag))

"Firebrand are a fantastic organisation dedicated to ensuring each and every student goes away with the knowledge and credentials to progress their career. From the Mentors, to the Tutors, to the team at the training centers, Everyone really cares about making sure you have the best possible experience and learn everything you could possibly need to progress in your field. "
Jay Cooper, Bourne Leisure. (11/11/2019 (Mandag) til 15/11/2019 (Fredag))

"Good pace, detailed explanation of course content, clear delivery."
Anonymous. (17/12/2018 (Mandag) til 20/12/2018 (Torsdag))

"A good, very fast paced course. It gave me a good idea of what a MSc in data science/statistics would entail."
N.L.. (17/12/2018 (Mandag) til 20/12/2018 (Torsdag))

"As always, great experience. Lots of material covered. It will be key to put it into practice in the upcoming months."
Jason Verhaeghe, CPU BVBA. (17/12/2018 (Mandag) til 20/12/2018 (Torsdag))

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23/8/2021 (Mandag)

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