Teradata Vantage - very good choice
Teradata Vantage is used as an integrated Enterprise Data Warehouse (EDW) that consolidates data from major systems in the company. Both …
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What is Teradata Vantage?
Teradata Vantage is presented as a modern analytics cloud platform that unifies everything—data lakes, data warehouses, analytics, and new data sources and types. Supports hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of…
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Teradata VantageCore
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Teradata VantageCloud Lake
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What is Teradata Vantage?
Teradata Vantage is a connected multi-cloud data platform for enterprise analytics that unifies data lakes, data warehouses, analytics and new data sources and types. Supporting hybrid, multi-cloud environments and priced for flexibility, Vantage aims to deliver unlimited intelligence to build the future of business. Teradata Vantage can be deployed on public clouds-as well as on premises with Teradata IntelliFlex, or on commodity hardware with VMware.
Teradata Vantage offers
- Agile business user productivity – from Teradata Vantage’s fast parallel performance, 1012 compute node scalability, and workload management, driven by Teradata’s cost-based optimizer that minimizes compute and IO costs while delivering results faster. Business users wait seconds or minutes, not hours to make well-informed decisions.
- Modern cloud native services – with on-demand cloud instances, native object storage read/write access, VantageCloud Lake Console for IT and business user control, and pay-as-you-go pricing. Includes hybrid and multi-cloud AWS, Azure, Google public clouds and on-premises VMware private clouds.
- Built-in parallel AI/machine learning and MLOps – with over 140 data science algorithms Vantage scales machine learning by training models on more than 1 million observations, and scoring them against more than 250 million observations multiple times per day. Plus, built-in MLOps that detects model drift and automates model rebuilding.
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Teradata Vantage Technical Details
| Deployment Types | On-premise, Software as a Service (SaaS), Cloud, or Web-Based |
|---|---|
| Operating Systems | Linux |
| Mobile Application | No |
| Supported Countries | Global |
| Supported Languages | English, French, German, Japanese, Korean, Russian, Chinese, Spanish, Portuguese, +15 more |
Teradata Vantage Downloadables
- Unit pricing for Teradata VantageCloud Lake is offered through a consumption-based, pay for what you use model. This describes how VantageCloud Lake unit pricing works, and goes over the various package options.
- Introducing Teradata VantageCloud Lake: A new offer based on Teradata’s next-generation cloud-native architecture.
- How Teradata Vantage on VMware offers a flexible way to enhance business insights and bring faster time to value.
Frequently Asked Questions
Teradata Vantage is presented as a modern analytics cloud platform that unifies everything—data lakes, data warehouses, analytics, and new data sources and types. Supports hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of business.
Users can deploy Vantage on public clouds (such as AWS, Azure, and GCP), hybrid multi-cloud environments, on-premises with Teradata IntelliFlex, or on commodity hardware with VMware.
Reviewers rate Usability highest, with a score of 7.3.
The most common users of Teradata Vantage are from Enterprises (1,001+ employees).
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March 01, 2024
Teradata Vantage - very good choice
Teradata Vantage is used as an integrated Enterprise Data Warehouse (EDW) that consolidates data from major systems in the company. Both batch and real-time (CDC, Kafka) integration patterns are used to load data into EDW. EDW has three standard layers - acquisition, integration, access. Transformations from acquistion to integration layer (and from integration to access) are implemented in database using SQL capabilities (ELT). EDW supports major analytical processes in the company - reporting, campaign management, fraud detection, customer value management. EDW also serves as one of the data sources for AI and maching learning activities.
- strong SQL capabilities with many in-database functions
- workload managment
- support for temporal tables (time travel)
- Teradata Studio - client tool for SQL developers and database administrators
- automated performance tunning based on the system metadata
- customer churn reduction
80
Reporting - managerial, operational, performance, financial, etc.Campaign Managment - EDW supports two major campaign management applications (UNICA - batch campaigns, Bloomreach - real-time campaings). Customer Value Management - advanced analytics to measure and optimize value of the customer baseCustomer Experience - customer journey analysisRevenue AssuranceCommissionsArtifical Intelligence Center
25
Data Architets
Data Engineers
Data Analysts
Data Engineers
Data Analysts
- Reporting
- Customer Value Management
- Campaign Management
- Artificial Intelligence
- Customer Journey Analytics
- Machine Learning using in-database functions
- Path Analysis using NPATH function
- advanced SQL analytics using in-database functions
- time travel using temporal feature
- data offload to object storage using Native Object Store
- Teradata client SQL tools
August 06, 2019
Powerhouse for Data Warehousing and Analysis
We have been using Teradata database in our project for a long time now and I am very happy with that decision of implementing it because it has far exceeded our expectations. So, the Teradata database is basically a Relational Database Management System which is highly Scalable, Available, Stable and Robust. It is mostly used by large organizations to develop enterprise Dataware housing model. Teradata is a good fit for you only if you are dealing with huge volumes of data otherwise it may not be cost-effective for you. This enables running massive volume queries swift and easy and the response time is outstanding as well.
- Teradata database is based on Massively Parallel Processing (MPP) architecture. Because of this architecture, Teradata is able to share the workload evenly across all the system. It splits the work equally to its processes and each process runs in parallel to achieve the result in quickest possible time.
- The underlying work is done by Teradata nodes, Access Module Processors (AMPs) and the disks associated with AMPs. The beauty is that none of them share any resources which means they all work independently and achieve actual parallel processing with the fastest results. The each AMP shares the same amount of work so that no resource stays idle and the output can be quicker.
- Another excellent feature of Teradata is the Connectivity portion. It can so easily connect to almost all the major systems like Mainframes, Oracle DB or IBM DB2. The import of loads is super fast and efficient.
- It is also really helpful when you have to troubleshoot an error because it provides great diagnostic information and therefore saves you a lot of time and effort by not having to go through all the logs manually and find the error and cause for it.
- Teradata is an excellent option but only for a massive amount of data warehousing or analysis. If your data is not that big then it could be a misfit for your company and cost you a lot. The cost associated is quite extensive as compared to some other alternative RDBMS systems available in the market.
- Migration of data from Teradata to some other RDBMS systems is quite painful as the transition is not that smooth and you need to follow many steps and even if one of them fails. You need to start from the beginning almost.
- Last but not least the UI is pretty outdated and needs a revamp. Though it is simple, it needs to be presented in a much better way and more advanced options need to bee presented on the front page itself.
- Teradata is been absolutely phenomenal for our project because we feed huge chunks of data to it and get back the desired results in no time which earlier used to take hours to process and then also sometimes timeout.
- We don't have to do any manual intervention for resource or task allocation, it is all taken care by Teradata internally and all the AMP's are given equal amount of work and have their own resources to complete them with no sharing with another.
There are many alternatives available in the market and many of them are cheaper as well. But you need to be very clear in your mind why you want to go for Teradata, what is the future plan for it and how are you going to make the most of it because it is certainly much more costly than its alternatives. If you have a massive volume of data which needs to be analyzed and provide real-time results or do the best data warehousing or it is scalable and highly available, then you should definitely consider Teradata as the top choice.
June 08, 2017
Teradata - one size fits all, really.
Terdata is currently used as the main database application for a majority if not all departments across the organisation, containing both the enterprise data warehouse(s) and group data warehouse(s).
- Scalability, where it's able to house magnitudes more data compared to a standard SQL database while still retaining good performance.
- Performance, able to quickly retrieve millions of rows with ease.
- Adaptability, able to connect to the likes of Tableau desktop to enable quick analysis.
- Interface is outdated
- Some syntax slightly different to standard SQL
- Needs expertise to best create tables so as to not 'skew' database
- Positive - allowing multiple departments to use and access fewer versions of the 'truth' which results in the least variance in data across the organisation
5000
Finance, Human Resources, Workforce Management, Business Performance Analytics, Strategy and Analytics, Network Transformation.
20
DBA with expertise in maintaining large amounts of data/tables.
- Repository for entire organisation's data needs
- Connect with tableau to directly initiate analysis
No
- Product Features
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- Product Reputation
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Competitors all use this product.
No change, as this is the standard application used in the banking industry in Australia.
- Standard SQL style queries
- Queries not sharing same syntax as SQL
No