Tekoäly tutuksi: Koneoppiminen (Machine Learning) ja Tekoälyn (AI) perusteet
27.02.2019 - 28.02.2019 Paasitorni, Paasivuorenkatu 5, Helsinki 1 450 € + alv
Kouluttaja: Lasse Ruokolainen Lasse Liukkonen
Data Vault 2.0 Bootcamp + Certification
Kurssin toteutukset:
- 12.03.2019 - 14.03.2019 Paikka vahvistetaan myöhemmin 3 000 € + alv
Data Vault 2.0 Boot Camp and Private Certification –
CDVP2 is a three day in person course, with one full day (8 hours) of Computer Based Training, or self-paced learning. CDVP2 is the only sanctioned and authorized Data Vault Certification in the industry.
This Data Vault 2.0 course will be taught by Cynthia (Cindi) Meyersohn, one of Dan Linstedt’s Certified Authorized Instructors. Cindi has spent over 34 years working in the IT and data engineering fields. As an Authorized Data Vault 2.0 Instructor, she has spent the last 20 years focusing on data engineering, data warehousing, business intelligence, and analytics; and more specifically, in the last nearly 6 years she has concentrated on Data Vault 2.0 solutions implementations.
The agenda for the course is below, and highlights some of the major topics covered in the class.
Ensin luokkahuonekoulutusta edeltävänä:
Computer Based Training, On-Line
- What is Data Vault 2.0?
- DV1.0 Compared to DV2.0
- Issues Faced Today
- Data Vault 2.0 In Business
- Managed Self-Service BI
- Agile Delivery and DV2.0 Methodology
- Agile Requirements Gathering
- Technical Numbering
- Roles and Releases
- Architecture Components
Students will be registered for the video’s after registration for the course, and after the fees have been paid. Dan Linstedt will then register a student for the e-learning platform about 2 weeks before the course starts.
Laskutamme tämän koulutuksen ilmoittautumisen jälkeen, jotta maksun saatuamme voimme registeröidä osallistujan e-oppimisalustalle edellä mainittuja esitietoja varten. Osallistuja saa pääsyn e-oppimisalustalle noin 2 viikkoa ennen koulutuksen alkua. Materiaalit on erityisen suositeltavaa käydä huolella läpi ennen luokkahuonekoulutusta. Sertifiointiin valmistautumisessa nämä e-oppimisalustan videot ovat erityisen tarpeellisia.
Esitietona suosittelemme myös tutustumaan kirjaan Building a Scalable Data Warehouse with Data Vault 2.0. Tämän löydät mm. Amazonista.
Seuraavana luokkahuonekoulutuksen sisällöstä:
Agenda Day 1
- Data Vault 2.0 Overview / Review / Introduction
- Hadoop Overview (Cursory look)
- SMP vs MPP
- Data Vault at Lockheed Martin and Commonwealth Bank
- Business Vault
- Value of Data as an Asset
- Business Processes to Business Keys
- Hashing and Sequences
- Common Terminology
- Core DV Structures
Agenda Day 2
- Dependent Child (Data Modeling)
- Driving Key
- Link to Link Denormalization
- Link Unit Of Work
- Exploration Links
- Applying Links
- Non-Historized Link
- Satellites in Depth
- Reference Data
- Distribution and Co-Location
- Queries in Hadoop MPP / Hive
- Point-in-Time and Bridge Tables (Dashboards, analytical, virtual marts)
- Group Workshop
Agenda Day 3
- Workshop Review
- Data Vault in a Data Lake
- Record Source Tracking
- Applying Set Logic
- ELT / ETL Performance Tuning
- Loading Architecture
- Column Comparison and Hash Differences
- Zero Key Concept
- Staging Loads
- DV2.0 Loading Templates / Standards
- End-Dating Satellite Templates
- Real-Time Loading
- Dealing with Corrupted Data
The practitioner certification test is included as a part of the course. The test is offered privately on-line, usually two (2) weeks after the class completes. You will need to contact your instructor for further details. We highly recommend studying, as the test is not easy.
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