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Big Data Architect eLearning Kit
Big Data Architect eLearning Kit

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USD $749.75 to $1,125.82

Overview
Big Data is big business. There are quintillion bytes of data being generated every day. While companies are using Big Data Science to sift through this avalanche of data and find the information that is relevant to the needs of the company, it is the role of the IT Professionals to build the architecture that supports this process. In this course, you will learn the mechanisms, approaches and design patterns that are used to architect Big Data solutions.


 

Intended for
IT Professionals, Solution Architects, Enterprise Architects, Big Data specialists


 

Pre-requisites
An understanding of IT concepts and IT architecture is required for this course.


 

Learning Outcomes

A comprehensive understanding of the approaches, design patterns and the mechanisms that are essential for architecting Big Data systems. Some of the topics covered include:

  • Fundamental Terminology and Concepts
  • Basic Big Data Analytics
  • Big Data and Traditional Business Intelligence and Data Warehouses
  • Common Analysis and Analytics Techniques
  • Automated Recommendation, Classification, Clustering
  • Machine Language, Natural Language, Semantics
  • Big Data Technology Mechanisms
  • Big Data Storage (Query Workload, Sharding, Replication, CAP, ACID, BASE)
  • Big Data Processing
  • New Big Data Mechanisms
  • Enterprise Data Warehouse and Big Data Integration Approaches
  • Architectural Big Data Environments
  • Cloud Computing & Big Data Architectural Considerations
  • Big Data Solution Architectural Layers
  • Big Data Solution Design Patterns
  • Big Data Architectural Compound Patterns

And more


 In the Details tab you can find more information about this eLearning Kit

 

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


Big Data Engineer eLearning Kit
Big Data Engineer eLearning Kit

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USD $749.75 to $1,125.82

Overview
What is Big Data? It is data that your current systems and techniques are unable to process. Processing this data requires new techniques that also adds to the processing and storage demands of your IT systems. In this 5-day course you’ll learn the patterns, mechanisms and approaches that will enable you to Engineer Big Data solutions.


 

Intended for
Intended for architects and IT Professionals that are responsible for the engineering Big Data solutions as well as Solution Architects, Enterprise Architects, Data Architects, BI Specialists.


Learning Outcomes

A comprehensive understanding of the approaches, design patterns and the mechanisms that are essential for architecting Big Data systems. Some of the topics covered include:

  • Fundamental Terminology and Concepts
  • Basic Big Data Analytics
  • Big Data and Traditional Business Intelligence and Data Warehouses
  • Common Analysis and Analytics Techniques
  • Automated Recommendation, Classification, Clustering
  • Machine Language, Natural Language, Semantics
  • Big Data Technology Mechanisms
  • Big Data Storage Terminologies (including sharding, replication, CAP theorem, ACID, BASE)
  • Big Data Storage Requirements
  • Introduction to NoSQL – NewSQL
  • NoSQL Database Types (including key-value, document, column-family and graph databases)
  • Big Data Processing Requirements
  • MapReduce Explained (including map, combine, partition, shuffle and sort, and reduce)
  • Advanced Big Data Engineering Mechanisms (including serialization & compression engines)
  • In-Memory Storage Devices, In-Memory Data Grids & In-Memory Databases
  • Read-Through, Read-Ahead, Write-Through & Write-Behind Integration Approaches
  • Polyglot Persistence (including Explanation, Issues & Recommendations)
  • Realtime Big Data Processing Concepts (including Speed Consistency Volume (SCV), Event Stream Processing (ESP) & Complex Event Processing (CEP))
  • General Realtime Big Data Processing & Realtime Big Data Processing & MapReduce
  • Bulk Synchronous Parallel (BSP) Processing Engine & BSP vs. MapReduce
  • Big Data Solutions (including Characteristics, Design Considerations & Design Process)

And more…


 

In the Details tab you can find more information about this eLearning Kit.

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


Big Data Scientist eLearning Kit
Big Data Scientist eLearning Kit

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USD $749.75 to $1,125.82

Overview
There are quintillion bytes of data being generated every day. Big Data Science techniques provide the necessary approaches to sift through this avalanche of data and find the information that is relevant to the needs of your organisation. In this course, you will learn the algorithms, mathematical and statistical techniques and application of analytics to process Big Data.


Intended for
Data Scientists, BI Specialists, Business Analysts, Data Architects and other IT Professionals that are responsible for the creating the algorithms and approaches that will be used to analyse Big Data.


Pre-requisites
An understanding of Data Analytics or analytical mathematics and IT systems is recommended.


Learning Outcomes
A solid understanding of Big Data and the techniques and approaches required to analyse it will be gained throughout this course. Some of the topics include:

  • Fundamental Terminology and Concepts
  • Big Data and Traditional Business Intelligence and Data Warehouses
  • Common Analysis and Analytics Techniques
  • Automated Recommendation, Classification, Clustering
  • Machine Language, Natural Language, Semantics
  • Data Visualization and Visual Analysis
  • Assessing Hierarchies, Part-to-Whole Relationships
  • Plotting Connections and Relationships, Mapping Geo-Spatial Data
  • Data Science, Data Mining & Data Modeling
  • Exploratory Data Analysis (EDA)
  • Statistics Analysis (including descriptive, inferential, correlation, covariance & hypothesis testing)
  • Data Munging & Machine Learning
  • Statistical Measures & Statistical Inference
  • Distributions & Data Processing Techniques
  • Data Discretization, Binning, Clustering
  • Visualization Techniques & Numerical Summaries
  • Machine Learning Algorithms, Pattern Identification
  • Advanced Statistical Techniques
  • Linear Regression & Logistic Regression for Big Data
  • Decision Trees for Big Data
  • Classification Rules for Big Data
  • K Nearest Neighbor (kNN) for Big Data
  • Naïve Bayes for Big Data
  • Association Rules for Big Data
  • K-means for Big Data
  • Text Analytics for Big Data
  • Outlier Detection for Big Data

And more…


 

In the Details tab you can find more information about this eLearning Kit.

 

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


Blockchain Architect eLearning Kit
Blockchain Architect eLearning Kit

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USD $436.05 to $671.18

Overview

Blockchain is more than just BitCoin or any other Crypto Currency, it’s an append-only general ledger that is consensus driven. It has been used to provide solutions in identity, security, health records, finance, logistics, insurance and many more. In this course you’ll learn the essential business drivers and the technology of blockchain as well as the mechanisms and inner workings.


 

Intended for
Enterprise Architects, Solution Architects, Security Architects, Business Analysts and any person interested in Blockchain and its technology, uses and methods.


Pre-requisites
An understanding of IT concepts


Learning Outcomes
A comprehensive understanding of blockchain, its uses and applicability to business as well as understanding of techniques and concepts. The following topics are some of the ones that are covered during the course:

  • Drivers, Benefits and Challenges of Blockchain
  • Blockchain Value Propositions
  • Industrial Impacts of Blockchain on Different Industry Verticals
  • Fundamental Components of a Blockchain Architecture
  • Blocks, Nodes, Verifiers/Verification and Chaining
  • Consensus and Group Consensus
  • Public vs. Private / Permissionless vs. Permissioned Blockchains
  • Coins, Tokens, Smart Contracts
  • Basics of Cryptography Algorithms (Crypto Hashing)
  • Centralized Ledger vs Decentralized Ledger
  • Fundamental Blockchain Security Considerations
  • Blockchain and Cryptocurrency
  • DevOps for Blockchain Development
  • Blockchain Availability, Scalability and Anonymity
  • On-Chain and Off-Chain Transactions
  • Public and Private Blockchain Types
  • Smart Contract, Distributed Ledgers and Consensus
  • Proof of Work (PoW) and Proof of Stake (PoS)
  • Delegated Proof of Stake (DPoS) and Leased Proof of Stake (LPoS)
  • Proof of Importance (PoI) and Proof of Elapsed Time (PoET)
  • Decentralized Blockchain Solution Architectures
  • Smart Contracts Drill-Down and Data Sovereignty
  • Transaction Signing, Cryptography and Digital Signatures with Blockchain
  • Blockchain Integrity
  • Cloud Computing and Blockchain, Blockchain-as-a-Service
  • Blockchain Security and IoT

And more…


In the Details tab you can find more information about this certification kit.

 

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


Cloud Architect Training eLearning Kit
Cloud Architect Training eLearning Kit

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USD $749.75 to $1,125.82

Overview

Cloud computing has passed the hype stage and is now mainstream. While many in IT understand the technology components that enable the cloud, it is the concepts and reasons that are missing. This course provides the overview that explains why the cloud is important, how to approach it and what to do to enable cloud from both a provider and a consumer view. You’ll learn the business needs and the technology enablers that lead to the creation of the cloud as well as the design patterns and approaches necessary to ensure you are building a cloud solution that meets the needs of your employer or your clients.

The course outline is provided in the Details tab, you can also download a pdf version here.


Intended for

IT Professionals, Technical Architects, Enterprise Architects, Solution Architects, Infrastructure Architects, anyone that wants to understand more about the cloud.


 

Learning Outcomes

A comprehensive understanding of cloud concepts and design patterns including:

  • Elasticity, Resiliency, On-Demand and Measured Usage
  • Benefits, Challenges, and Risks of Contemporary Cloud Computing
  • Business Cost Metrics and Formulas for Comparing and Calculating Cloud and On-Premise Solution Costs
  • Virtual Servers, Ready-Made Environments, Failover Systems, and Pay-for-Use Monitors
  • An Introduction to Containerization, Container Hosting and Logical Pod Containers
  • A Comparison of Containerization and Virtualization
  • Container Sidecars and Container Chains
  • Self-Provisioning and Platform Provisioning
  • Rich Containers and Logical Pod Containers
  • Cloud Balancing and Cloud Bursting Architectures
  • Common Risks, Threats, and Vulnerabilities of Cloud-based Services and Cloud-hosted Solutions
  • Cloud Security Mechanisms Used to Counter Threats and Attacks
  • Understanding Cloud-Based Security Groups and Hardened Virtual Server Images
  • Workload Distribution and Service State Management
  • Zero Downtime and Storage Maintenance Window
  • Burst In, Burst Out and Cloud Bursting
  • Cloud Balancing

 

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


Cloud Governance Specialist eLearning Kit
Cloud Governance Specialist eLearning Kit

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USD $749.75 to $1,125.82

Overview

Governance of assets, whether cloud based or on-premise is a fundamental task of any IT department. Governance ensures that the IT assets are being used for intended purposes and maintained to provide the highest efficiencies.

 In this course, numerous models and framework components are explored to establish highly structured models for identifying and associating formal cloud governance precepts and processes to common cloud project stages.


Intended for

IT Professionals, Cloud Architects, Technical Architects, Enterprise Architects, Solution Architects, Infrastructure Architects, IT Managers, Programme Managers, anyone that is tasked with building and running cloud capability.


 

Learning Outcomes

The ultimate outcome of this course is to provide the attendees with the knowledge and approach to build a Cloud Centre of Excellence that will apply the approaches, precepts and models defined in this course to establish a robust and efficient cloud governance capability.

 Some of the primary topics covered are:

  • The following primary topics are covered:
  • Understanding Cloud Governance Programs, Models, and Controls
  • The Cloud Governance Lifecycle
  • Cloud Governance Framework Components
  • Cloud Governance Tools and Technology
  • Cloud Governance Precepts and Processes
  • Defined Strategic Cloud Roadmap
  • Defined Criteria of Cloud Maturity and Adoption
  • Defined Cloud Service and Delivery Model
  • Standardized Funding Model
  • Strategic Cloud Planning and Stakeholder Engagement
  • Cloud Maturity Model Definition and Cloud Maturity Gap Analysis
  • Cloud Maturity Risk Assessment and Cloud Maturity Impact Analysis
  • Cloud Architecture Definition, Applied Business/Industry Standards, Defined Cloud Reference Architecture
  • Defined Cloud Service Domains, Organizational Alignment and Standardized Funding Model, Tenant Isolation
  • Cloud Center of Excellence (CCoE) Establishment, Ensured Organizational Competency
  • Cloud Data Security Assessment, Licensing and Tenant Isolation Assessments, Historical Log Collection
  • Cloud Service Review, SLA Matching, Cloud Service Standardization
  • Centralized Cloud Service Registry, Interoperable Cloud Service Standards
  • Testing Standards, Cloud Test Data Usage
  • Cloud Service De-Provisioning Notification, Cloud Service De-Provisioning
  • Post-Termination Assessment, De-Provisioning Cloud Services

And more…

 


 In the Details tab you can find more information about this certification kit.

Note: All quoted pricing is excluding GST. For customers in Australia GST will be added during the check-out process.


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