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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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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Reviews
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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
January 09, 2024
Teradata Vantage : unified analytics and scalable platform
Teradata Vantage is cruial for our telecom industry, enabling efficient management and analysis of diverse data srouces like network, billing and customer interactions. It empowers businesses to enhance service quality, optimiez network operations and gain insights into customer behaviors. With advanced analytics and machine learning, Vantage helps us anticipate customer needs, prevent technical issues and personalize offerings
- unified analytics platform
- scalability
- parallel processing
- cost
- complexity of implementation
November 20, 2023
APaaS leveraging Teradata on AWS
Building an Analytics Platform as a Service for use by our clients offering them the ability to do analytics without the worry of running an analytics platform. The solution leverages Teradata platform on AWS and provides the foundational capabilities required by the users to ingest, catalogue, secure and use the data to generate the analytics desired.
- Performance
- Cost
- Stability
- Data Models that are part of the platform based on your industry
- Vantage web portals to manage the platform as not easy to use or navigate
October 09, 2023
Great scalable, forward-thinking platform with demonstrated trust in secure industries
We are exploring using Vantage and Clearscape Analytics for several industry-specific use cases, including ESG, Banking/Finance, and CE/CX. We are combining automation and workflow orchestration with large datasets, BI outputs, and AI integration including Generative and LLM.
- Lightweight but highly scalable
- Secure
- Easy to use
- More 3rd party integrations
- Business App layer integration
October 09, 2023
Teradata Vantage in the Cloud Arena
Used extensively for Analytical and Reporting use cases across the company
- Performance
- High Concurrency
- Ease of use
- Client Tools
- Cost
September 15, 2023
Teradata review
Im not currently involved in addressing the business problem i deal with the customer relationship between us and Teradata
- Layout of anaytics easy to read and digest the information
September 15, 2023
It does what it says on the tin
I design applications, run ad hoc queries and support other users
- Manages significant datasets even with joins
- Manages workloads well
- Stores deep history if required
- String manipulation
September 15, 2023
Teradata Vantage
Teradata Vantage hosts our Enterprise Data Warehouse that provides the data for Regulatory & Risk reporting. Need the system to be more flexible for our various modeling teams
- Running concurrennt queries
- Running complex queries in a timely manner
- Provides a secure environment to host our data
- Timely data synchronisation to a DR environment
September 13, 2023
Teradata Vantage in the Cloud
We use Teradata Vantage to analyse parcel event data, plus finance, customer reviews, transport movements and profitability. Our data is loaded every 5 minutes to the database. It is used to produce operational reports and alerts intraday, plus previous day's performance, and monitoring longer term performance trends. We also produce reports for our clients to inform them of their deliveries performance. The finance department use data to report on their data, and profitability data is used by account managers. The Teradata Vantage database performs well for us, and the cloud instance we use works without much intervention.
- Performance is good
- Cloud instance doesn't need much management
- Integrates well with our tools
- Managed backups could be better. Triggered scheduling, and being able to back up different areas of data at different times would be great.
- The clearscape interface should be provided as an option in the cloud on an application node in the same instance as the database
- Add better ability to use timestamps - functions to add dates and times to get a timestamp, convert timestamp(6) to timestamp(0) easily, etc.
September 13, 2023
Vantage Advantage
We use Teradata primarily for 3 purposes:
1) Data Warehouse - That provides analytics, internal and external regulatory reporting. Data aggregation for further processing on other internal systems. Scoring for credit decisioning
2) Data Marts - stand alone data for specific reporting areas.
3) Customer Marketing - Both real time and offline. Also for fraud avoidance.
1) Data Warehouse - That provides analytics, internal and external regulatory reporting. Data aggregation for further processing on other internal systems. Scoring for credit decisioning
2) Data Marts - stand alone data for specific reporting areas.
3) Customer Marketing - Both real time and offline. Also for fraud avoidance.
- Data Warehouse
- Online Fraud detection
- Reliability
- Workload management
- Disaster Recovery
September 13, 2023
I like Teradata!
We are utilizing Teradata for multiple purpouses. We have about 15 different applications, 45 source systems and 25 output systems in use. We are having couple hundred reports in production, having Teradata as a main source of data.
- speed
- parallel processing
- hybrid architecture
- price
- space
September 11, 2023
The Best Choice for Enterprise Analytics
Our Teradata Vantage system is used by hundreds of ad hoc users, thousands of reports and applications, and tens of thousands of knowledge workers.
- Reliability
- Managability
- Performance (especially mixed workload)
- Availability
- Like to see demographic data information from other repositories incorporated into federated query plans
September 09, 2023
Teradata Vantage In Review.
We use Teradata Vantage for query optimization and workload management. This would include message traffic, monitoring, error recovery, space management, as well as continuity in systems where loads and queries are happening all day. Users use it for BI reporting, forecasting, and analysis of the queries that are run on a 24/7 basis.
- Querying
- Workload Management.
- Speed
- Maybe a better querying tool.
August 22, 2023
Teradata THE SUPERDATA PACK
Teradata helps in enhancing the storage spaces, helps in protecting data in layers with encryption which in my opinion is extremely important to ensure data is protected within the system and data privacy and theft is ensured. It further helps in enhancing the speed of data transfer and helps in ensuring data is attended smoothly by its users
- Enhances the data touch points
- Expands the data usability with the periphery
- Data transfer speed gets magnified
- Teradata is already a gem of software
- However teradata could incorporate antivirus to ensure any malfunction could be avoided
- Teradata modules could be enhanced
Teradata Vantage is the main DW platform at SICREDI. Different front-end tools connect to Teradata Vantage to summary reports, which can be drilled-down. Besides that, Teradata Vantage supports many ad-hoc queries from users across the company.
Some regulation reports, which sweep different sources and generate XML outputs come from Teradata Vantage.
History data from source systems are kept in Teradata Vantage for a longer period of time. After that, Teradata Vantage NOS (Native Object Store) sends old data to S3 Parquet files to be stored as archived data.
Some regulation reports, which sweep different sources and generate XML outputs come from Teradata Vantage.
History data from source systems are kept in Teradata Vantage for a longer period of time. After that, Teradata Vantage NOS (Native Object Store) sends old data to S3 Parquet files to be stored as archived data.
- ETL (Extract - Transfor - Load)
- NOS to send data from Teradata Vantage to S3 and from S3 to Teradata Vantage
- Teradata GeoSpacial feature
- Bulk reading and writing in huge tables
- MPP capacity already mature
- Temporal Capacity more mature that other solutions
- TASM
- Unity (CDC needs a lot of improvement)
- Ecosystem
- Procedure programming language (very poor)
- Functions programming language (very poor)
- Space management needs improvement
- BAR should be part of main solution and not an "extra" feature (as Oracle)
- Native data masking feature (Oracle has "data redaction")
- Teradata Vantage should have "Synonym" feature
August 15, 2023
Fast to load high amounts of data
I use Teradata Vantage for developing ETL processes in the data warehouse. The organization uses Teradata Vantage to store data on sales, inventory, products, customers and other kinds of data. We develop KPIs for these topics and we develop reports in microstrategy that are connected to Teradata Vantage. We use Teradata Vantage to allow business users to extract data from the data warehouse using SAS Guide, Teradata Studio and Teradata SQL Assistant. Some of the business problems that the product addresses are sales, inventory, assortment, prices, customers, loyalty programs and forecasting. The main scope is to analyse historical data, but we are using it for analytical developments as well.
- Data can be loaded quickly
- It allows to load big quantities of data
- It can be used with different products
- It uses SQL language
- Some functions are limited, for example pivot
- It can improve data types or allow bigger sizes, example JSON data type should be bigger
August 07, 2023
Teradata Vantage highly recommended
Teradata is the data warehouse of the company, for which Teradata is the system that supports the decisions of many areas such as: commercial, logistics, human resources and finance.
- Large volumes of data
- It is a very safe system
- Very fast queries that give answers to the business
- When making a full backup, do not block the database
August 06, 2023
Teradata Vantage Review
We use Teradata Vantage in our organization to manage our data warehouse where we extract, transform, and load information from many transactional sources into the data warehouse. All of this is to solve and support business problems like decision-making, the big picture of every product, and data government.
- Performance
- Innovation
- Easy to use
- Teradata Studio integrated with VisualStudioCode
- Teradata Studio integrated with Github Copilot
- Teradata Studio integrated with basic graphics to explore data instantly
- Support other languages like: python or R in Teradata Studio
July 27, 2023
Teradata Vantage Review Audi Data Engineering
Score 9 out of 10
Vetted Review
Verified User
We've created a core data model that contains several data source out of the following data domains. Sales, aftersales and quality data. Out of this core model we are able to delivery various specific views for a wide range of data products. data products are reports, dashboard, self-service data access and sandboxes to integrate data source on demand.
- Performance
- Analytical Capabilities
- Customer Support
- cloud offering (order process)
- cloud pricing
July 17, 2023
Teradata Vantage - experience on cloud
Score 9 out of 10
Vetted Review
Verified User
- Very efficient workload management
- Can cover different workload - complex queries, tactical queries, data processing
- GUI of tools - looks obsolete, in my opinion.
Easy Cloud platform that can be helpful on various Cloud services management and the best functionalities for our multiple Cloud data management. Teradata Master Data Management has been an effective and stable platform for us, especially on quick Cloud data migration and its data entry functionalities are perfect and excellent accessibility of all our data on Cloud services.
- It was easy extracting data.
- Allows multiple data manipulation.
- Integrating other Cloud systems is easy.
- Creating analytics from the imported multiple data challenges many new users.
- Not an easy task to collect multiple insights.
- Some advanced functionalities requires a professional operator.
we use Teradata Vantage - Enterprise Data Warehousing on daily basis as a tool of choice to extract vast volumes of data to solve various data science and analytics related business challenges, we have multiple nodes of Teradata. It can not only help with data extraction and retrieval but vast number of analysis can be done with in Teradata while retrieving the data as it supports various aggregations and other functions that makes the process fast, easy and seamless.
- aggregation
- dates
- window functions
- fast response
- CPU exception time error can sometimes causes a right query to fail so increasing that could be helpful.
October 12, 2021
Teradata: great for data storage
Teradata is used throughout the entire company. It is used to store and query a vast amount of data. We store almost all of our membership, claims, revenue, etc. in this application. Many reports utilize this application to easily compile data which can then be used in other applications to properly display and report findings
- Stores large amount of data.
- The syntax used is easy to learn.
- Makes it easy to import and export your own data.
- Sometimes it isn’t clear the reason an error will occur in the query. More detailed responses would be helpful
- It can be slow at times when pulling large data amounts
- Sometimes spool space will run out when trying to run certain queries
May 12, 2021
Best analytical database
Teradata is being used by the entire company with more than 1200 active users on a weekly basis. Teradata is our enterprise data warehouse. It was heavily used for handling massive volume of data to support our business with reports and raw data. It was used for analyzing web logs data.
- Teradata is a MPP system and its capabilities allow [us] to process a huge amount of data with great performance since it works by the concept of nodes (amps), being scalable and offering great reliability about data recovering, massive processing managing, data backup, etc.
- Teradata Vantage integrates Python, R and other tools that allow [us] to work and develop complex Data Science wise processes.
- Teradata is extremely efficient and it has lot of utilities to support extraction from different source systems.
- Support for geospatial data could be better.
- Quite expensive compared to other products out there on the market.
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.