Sample Video Lessons and Exercises (English)

Fundamental Big Data Terminology & Concepts

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, covers the most basic concepts of Big Data. Ideal for beginners. Topics covered include Datasets, Data Analysis, Analytics, Business Intelligence (BI) and Key Performance Indicators (KPIs).

This lesson is from the course BDSCP Module 1: Fundamental Big Data. This course is part of the Big Data Science Certified Professional (BDSCP) accreditation program. For more information, visit www.arcitura.com/bdscp.

Download Exercise 1.1

Understanding Big Data Analytics

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, provides an introductory overview of the primary types of analytics used in Big Data solutions. Topics covered include: Descriptive Analytics, Diagnostic Analytics, Predictive Analytics and Prescriptive Analytics.

Download Exercise 1.3

Understanding Cloud Computing / Cloud Characteristics

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, provides an overview of the six key characteristics of clouds to help explain how cloud environments are distinct and different from other IT environments. Topics covered include: On-Demand Usage, Ubiquitous Access, Multitenancy (and Resource Pooling), Elasticity, Measured Usage and Resilient Computing.

This lesson is from the course CCP Module 1: Fundamental Cloud Computing. This course is part of the Cloud Certified Professional (CCP) accreditation program. For more information, visit www.arcitura.com/ccp.

Download Exercise 1.2

Who Does What in a Cloud? / Cloud Computing Roles & Boundaries

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, provides a clear understanding of the different roles assumed by software programs and humans that interact and collaborate within a cloud environment, as well as the logical and physical boundaries they operate within. Topics covered include: Organizational Boundaries, Trust Boundaries, Service and Cloud Service Consumers, Cloud Consumers and Providers, Cloud Service Owners and Cloud Resource Administrators.

Download Exercise 1.3

Services, Microservices & APIs: A Short, Non-Technical Introduction

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, provides a gentle, non-technical introduction to services, microservices and service APIs. Ideal for those new to service technology. Topics covered include: Services in Real Life and Services in Business Automation, Services and Capabilities, Services and APIs and Microservices.

This lesson is from the course SOACP Module 1: Fundamental SOA, Services and Microservices. This course is part of the SOA Certified Professional (SOACP) accreditation program. For more information, visit www.arcitura.com/soacp.

Fundamental REST Properties & Constraints

This video lesson, taught by Arcitura Certified Trainer Ryan Chun, provides simple, straight-forward coverage of REST properties and constraints. Ideal for those new to the Representational State Transfer (REST) architectural style. Topics covered include: the Performance, Scalability, Simplicity, Modifiability, Visibility and Reliability REST Properties, as well as the Client-Server, Stateless, Cache, Layered System, Code-On-Demand and Uniform Contract/Interface REST Constraints.

This lesson is from the course SOACP Module 2: Service Technology Concepts. This course is part of the SOA Certified Professional (SOACP) accreditation program. For more information, visit www.arcitura.com/soacp.

Download Exercise 2.3

Sample Video Lessons and Exercises (Spanish)

Entender qué es Big Data / Terminología y Conceptos Fundamentales de Big Data

Esta lección en video, impartida por el Instructor Certificado por Arcitura Eric Barceló, proporciona una visión general fácil de entender de Big Data y cubre los conceptos más básicos de Big Data. Ideal para principiantes. Los temas tratados incluyen: Introducción a Big Data, Datos generados por humanos versus datos generados por máquinas, Conjuntos de datos, Análisis de datos, Analítica, Inteligencia de Negocios (BI) e Indicadores clave de desempeño (KPI).

Esta lección pertenece al curso BDSCP Módulo 1: Fundamentos de Big Data. Este curso forma parte del programa de acreditación Big Data Science Certified Professional (BDSCP). Para obtener más información, visita www.arcitura.com/bdscp.

Download Ejercicio 1.1

Tipos de Datos en los Entornos Big Data

Esta lección en video, impartida por el Instructor Certificado por Arcitura Eric Barceló, proporciona una visión general de los diferentes tipos de datos procesados en entornos de Big Data. Los temas tratados incluyen: Datos estructurados, Datos semiestructurados, Metadatos, Tipos de datos y Veracidad.

Download Ejercicio 1.2

Entender qué es Big Data Análisis, Analítica y Aprendizaje Automático

Esta lección en video, impartida por el Instructor Certificado por Arcitura Eric Barceló, proporciona una visión general introductoria de los principales tipos de análisis y analíticas utilizados en las soluciones de Big Data, así como una introducción al aprendizaje automático. Los temas tratados incluyen: Análisis cuantitativo, Análisis cualitativo, Minería de datos, Análisis descriptivo, Análisis diagnóstico, Análisis predictivo, Análisis prescriptivo, Aprendizaje automático, Aprendizaje supervisado, Aprendizaje no supervisado y Aprendizaje automático versus minería de datos.

Download Ejercicio 1.3

Inteligencia de Negocios y Visualización de Datos de Big Data

Esta lección en video, impartida por el Instructor Certificado por Arcitura Eric Barceló, proporciona una descripción general simple de inteligencia de negocios (BI) y visualización de datos en relación con Big Data. Los temas cubiertos incluyen: Informes y cuadros de mando ad hoc de BI, BI tradicional versus BI de Big Data y una descripción general de las características de visualización de datos, herramientas y analíticas asociadas.

Download Ejercicio 1.4