SlideShare uma empresa Scribd logo
1 de 4
Baixar para ler offline
More

Next Blog»

Create Blog Sign In

Top 5 Big Data Analytics Tools
Apache Hadoop

Apache Hadoop is an open-source software framework for storage and large scale processing of data-sets on
clusters of commodity hardware. Hadoop is an Apache top-level project being built and used by a global
community of contributors and users. It is licensed under the Apache License 2.0.All the modules in Hadoop
are designed with a fundamental assumption that hardware failures (of individual machines, or racks of
machines) are common and thus should be automatically handled in software by the framework. Apache
Hadoop's MapReduce and HDFS components originally derived respectively from Google's MapReduce and
Google File System (GFS) papers.

Beyond HDFS, YARN and MapReduce, the entire Apache Hadoop âplatformâ is now commonly considered to
consist of a number of related projects as well â Apache Pig, Apache Hive, Apache HBase, and others.For the
end-users, though MapReduce Java code is common, any programming language can be used with "Hadoop
Streaming" to implement the "map" and "reduce" parts of the user's program. Apache Pig, Apache Hive among
other related projects expose higher level user interfaces like Pig latin and a SQL variant respectively. The
Hadoop framework itself is mostly written in the Java programming language, with some native code in C and
command line utilities written as shell-scripts.

RapidMiner

converted by Web2PDFConvert.com
RapidMiner is a software platform developed by the company of the same name that provides an integrated
environment for machine learning, data mining, text mining, predictive analytics and business analytics. It is
used for business and industrial applications as well as for research, education, training, rapid prototyping, and
application development and supports all steps of the data mining process including results visualization,
validation and optimization.RapidMiner is developed on a business source model which means the core and
earlier versions of the software are available under an OSI-certified open source license. A Starter Edition is
available for free download, a Personal Edition is offered for $999, a Professional Edition is $2,999 and pricing
for the Enterprise Edition is available from the developer.

RapidMiner uses a client/server model with the server offered as Software as a Service or on cloud
infrastructures.According to Bloor Research, RapidMiner provides 99% of an advanced analytical solution
through template-based frameworks that speed delivery and reduce errors by nearly eliminating the need to
write code. RapidMiner provides data mining and machine learning procedures including: data loading and
transformation (Extract, transform, load ( ETL)), data preprocessing and visualization, predictive analytics and
statistical modeling, evaluation, and deployment. RapidMiner is written in the Java programming language.
RapidMiner provides a GUI to design and execute analytical workflows. Those workflows are called "Process" in
RapidMiner and they consist of multiple "Operators". Each operator is performing a single task within the
process and the output of each operator forms the input of the next one. Alternatively, the engine can be called
from other programs or used as an API. Individual functions can be called from the command line. RapidMiner
provides learning schemes and models and algorithms from Weka and R scripts that can be used through
extensions

Infobright

Infobright is a commercial provider of column-oriented relational database software with a focus in machinegenerated data. The company's head office is located in Toronto, Canada. Most of its research and development
is based in Warsaw, Poland.Infobright was founded in 2005. It became an open source company in September
2008, when it issued the first free release of its software. At the same time its community site was launched.The
company is funded by venture capital investors Flybridge Capital Partners, RBC Venture Partners, and Sun
Microsystems.
In 2009, Infobright was recognized as MySQL's Partner of the Year, and a Gartner Cool Vendor in Data
Management and Integration. It is also certified for use with Sun's Unified Storage product line. It is the
assignee of published patent applications on data compression, query optimization, and data
organization.Infobright's database software is integrated with MySQL, but with its own proprietary data storage
and query optimization layers.Infobright uses a columnar approach to database design. When data is loaded
into a table, it is broken into the groups of 216 rows, further decomposed into separate data packs for each of
the columns. By breaking each column by the same number of rows, it maintains its integrity with other
columns for the same entry. For example, row 1, column 1 is the first entry in the first datapack for column 1.

converted by Web2PDFConvert.com
Row 1 in column 2 is the first entry in the first datapack for column 2.

Gephi i

Gephi is an open-source network analysis and visualization software package written in Java on the NetBeans
platform. Gephi has been selected for the Google Summer of Code in 2009, 2010, 2011, 2012, and 2013.Gephi
has been used in a number of research projects in the university, journalism and elsewhere, for instance in
visualizing the global connectivity of New York Times content and examining Twitter network traffic during
social unrest along with more traditional network analysis topics.
The Gephi Consortium is a French non-profit corporation which supports development of future releases of
Gephi. Members include SciencesPo, Linkfluence, WebAtlas, and Quid.Gephi inspired the LinkedIn InMaps and
was used for the network visualizations for Truthy

Apache Lucene

Apache Lucene is a free/open source information retrieval software library, originally created in Java by Doug
Cutting. It is supported by the Apache Software Foundation and is released under the Apache Software License.
Lucene has been ported to other programming languages including Delphi, Perl, C#, C++, Python, Ruby, and
PHPDoug Cutting originally wrote Lucene in 1999. It was initially available for download from its home at the
SourceForge web site. It joined the Apache Software Foundation's Jakarta family of open-source Java products
in September 2001 and became its own top-level Apache project in February 2005. Until recently,[when?] it
included a number of sub-projects, such as Lucene.NET, Mahout, Solr and Nutch. Solr has merged into the
Lucene project itself and Mahout, Nutch, and Tika have moved to become independent top-level projects.

About DataZack
DataZack is a Cochin-based firm dealing with Big Data solutions; where an integral part is web
crawling and data extraction. We use cloud computing solutions to facilitate our Data as a
Service platform We helps clients develop and deploy result-oriented analytics solutions that
enable them to make smarter decisions using their data, on an ongoing basis.
Our solutions help clients improve marketing performance; efficiently trade-off risks against
available opportunities, maximize customer value, and increase employee effectiveness.
DataZackcombines business domain knowledge in Consumer Lending, Consumer Financial
Services, Insurance, Consumer Goods, Retail and Technology industries with expertise in

converted by Web2PDFConvert.com
analytics, quantitative modeling, decision management and business research to build
practical solutions that deliver long term business value to our clients.
www.datazack.com

Hom
e

Older
Post

Sim tem
ple plate. Powered by Blogger.

converted by Web2PDFConvert.com

Mais conteúdo relacionado

Último

Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo DiehlFuture Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Peter Udo Diehl
 
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
panagenda
 

Último (20)

How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdfHow Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
How Red Hat Uses FDO in Device Lifecycle _ Costin and Vitaliy at Red Hat.pdf
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty Secure
 
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo DiehlFuture Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM Performance
 
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdfThe Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
 
Oauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoftOauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoft
 
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
Integrating Telephony Systems with Salesforce: Insights and Considerations, B...
 
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
 
IESVE for Early Stage Design and Planning
IESVE for Early Stage Design and PlanningIESVE for Early Stage Design and Planning
IESVE for Early Stage Design and Planning
 
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
Easier, Faster, and More Powerful – Alles Neu macht der Mai -Wir durchleuchte...
 
A Business-Centric Approach to Design System Strategy
A Business-Centric Approach to Design System StrategyA Business-Centric Approach to Design System Strategy
A Business-Centric Approach to Design System Strategy
 
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
 
Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024Enterprise Knowledge Graphs - Data Summit 2024
Enterprise Knowledge Graphs - Data Summit 2024
 
Intro in Product Management - Коротко про професію продакт менеджера
Intro in Product Management - Коротко про професію продакт менеджераIntro in Product Management - Коротко про професію продакт менеджера
Intro in Product Management - Коротко про професію продакт менеджера
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
 
Using IESVE for Room Loads Analysis - UK & Ireland
Using IESVE for Room Loads Analysis - UK & IrelandUsing IESVE for Room Loads Analysis - UK & Ireland
Using IESVE for Room Loads Analysis - UK & Ireland
 
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
TEST BANK For, Information Technology Project Management 9th Edition Kathy Sc...
 

Destaque

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
 

Destaque (20)

Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 

Top 5 big data analytics tools

  • 1. More Next Blog» Create Blog Sign In Top 5 Big Data Analytics Tools Apache Hadoop Apache Hadoop is an open-source software framework for storage and large scale processing of data-sets on clusters of commodity hardware. Hadoop is an Apache top-level project being built and used by a global community of contributors and users. It is licensed under the Apache License 2.0.All the modules in Hadoop are designed with a fundamental assumption that hardware failures (of individual machines, or racks of machines) are common and thus should be automatically handled in software by the framework. Apache Hadoop's MapReduce and HDFS components originally derived respectively from Google's MapReduce and Google File System (GFS) papers. Beyond HDFS, YARN and MapReduce, the entire Apache Hadoop âplatformâ is now commonly considered to consist of a number of related projects as well â Apache Pig, Apache Hive, Apache HBase, and others.For the end-users, though MapReduce Java code is common, any programming language can be used with "Hadoop Streaming" to implement the "map" and "reduce" parts of the user's program. Apache Pig, Apache Hive among other related projects expose higher level user interfaces like Pig latin and a SQL variant respectively. The Hadoop framework itself is mostly written in the Java programming language, with some native code in C and command line utilities written as shell-scripts. RapidMiner converted by Web2PDFConvert.com
  • 2. RapidMiner is a software platform developed by the company of the same name that provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics. It is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development and supports all steps of the data mining process including results visualization, validation and optimization.RapidMiner is developed on a business source model which means the core and earlier versions of the software are available under an OSI-certified open source license. A Starter Edition is available for free download, a Personal Edition is offered for $999, a Professional Edition is $2,999 and pricing for the Enterprise Edition is available from the developer. RapidMiner uses a client/server model with the server offered as Software as a Service or on cloud infrastructures.According to Bloor Research, RapidMiner provides 99% of an advanced analytical solution through template-based frameworks that speed delivery and reduce errors by nearly eliminating the need to write code. RapidMiner provides data mining and machine learning procedures including: data loading and transformation (Extract, transform, load ( ETL)), data preprocessing and visualization, predictive analytics and statistical modeling, evaluation, and deployment. RapidMiner is written in the Java programming language. RapidMiner provides a GUI to design and execute analytical workflows. Those workflows are called "Process" in RapidMiner and they consist of multiple "Operators". Each operator is performing a single task within the process and the output of each operator forms the input of the next one. Alternatively, the engine can be called from other programs or used as an API. Individual functions can be called from the command line. RapidMiner provides learning schemes and models and algorithms from Weka and R scripts that can be used through extensions Infobright Infobright is a commercial provider of column-oriented relational database software with a focus in machinegenerated data. The company's head office is located in Toronto, Canada. Most of its research and development is based in Warsaw, Poland.Infobright was founded in 2005. It became an open source company in September 2008, when it issued the first free release of its software. At the same time its community site was launched.The company is funded by venture capital investors Flybridge Capital Partners, RBC Venture Partners, and Sun Microsystems. In 2009, Infobright was recognized as MySQL's Partner of the Year, and a Gartner Cool Vendor in Data Management and Integration. It is also certified for use with Sun's Unified Storage product line. It is the assignee of published patent applications on data compression, query optimization, and data organization.Infobright's database software is integrated with MySQL, but with its own proprietary data storage and query optimization layers.Infobright uses a columnar approach to database design. When data is loaded into a table, it is broken into the groups of 216 rows, further decomposed into separate data packs for each of the columns. By breaking each column by the same number of rows, it maintains its integrity with other columns for the same entry. For example, row 1, column 1 is the first entry in the first datapack for column 1. converted by Web2PDFConvert.com
  • 3. Row 1 in column 2 is the first entry in the first datapack for column 2. Gephi i Gephi is an open-source network analysis and visualization software package written in Java on the NetBeans platform. Gephi has been selected for the Google Summer of Code in 2009, 2010, 2011, 2012, and 2013.Gephi has been used in a number of research projects in the university, journalism and elsewhere, for instance in visualizing the global connectivity of New York Times content and examining Twitter network traffic during social unrest along with more traditional network analysis topics. The Gephi Consortium is a French non-profit corporation which supports development of future releases of Gephi. Members include SciencesPo, Linkfluence, WebAtlas, and Quid.Gephi inspired the LinkedIn InMaps and was used for the network visualizations for Truthy Apache Lucene Apache Lucene is a free/open source information retrieval software library, originally created in Java by Doug Cutting. It is supported by the Apache Software Foundation and is released under the Apache Software License. Lucene has been ported to other programming languages including Delphi, Perl, C#, C++, Python, Ruby, and PHPDoug Cutting originally wrote Lucene in 1999. It was initially available for download from its home at the SourceForge web site. It joined the Apache Software Foundation's Jakarta family of open-source Java products in September 2001 and became its own top-level Apache project in February 2005. Until recently,[when?] it included a number of sub-projects, such as Lucene.NET, Mahout, Solr and Nutch. Solr has merged into the Lucene project itself and Mahout, Nutch, and Tika have moved to become independent top-level projects. About DataZack DataZack is a Cochin-based firm dealing with Big Data solutions; where an integral part is web crawling and data extraction. We use cloud computing solutions to facilitate our Data as a Service platform We helps clients develop and deploy result-oriented analytics solutions that enable them to make smarter decisions using their data, on an ongoing basis. Our solutions help clients improve marketing performance; efficiently trade-off risks against available opportunities, maximize customer value, and increase employee effectiveness. DataZackcombines business domain knowledge in Consumer Lending, Consumer Financial Services, Insurance, Consumer Goods, Retail and Technology industries with expertise in converted by Web2PDFConvert.com
  • 4. analytics, quantitative modeling, decision management and business research to build practical solutions that deliver long term business value to our clients. www.datazack.com Hom e Older Post Sim tem ple plate. Powered by Blogger. converted by Web2PDFConvert.com