SlideShare a Scribd company logo
1 of 14
TOP BIG DATA ANALYTICS TOOLS:
EMERGING TRENDS AND BEST PRACTICES
By - SpringPeople
In the current market scenario, large scale and small scale companies have
already realized the importance of Big Data. It is not a mere buzzword anymore,
but the new facet of business today - which requires management of large
volumes of structured, semi-structured and unstructured data.
But that is not the end. Analysing the data in a way that brings real business value
is what the corporate industry seeks for. Hence, in order to identify trends and
patterns, and churn out the valuable things from a massive amount of data, the
role of Big Data analytics comes into play.
What is Big Data analytics?
In order to understand how to analyse data, let us understand what Big Data exactly
is. Big Data analytics is the process of a data analysis that involves
examination of large data sets to find hidden patterns, customer preferences,
market trends, unknown correlations and many other business information.
Those analytical findings can generate more effective marketing, enhanced
operational efficiency, new revenue opportunities, better customer service,
competitive advantages over the rival organizations and many other business
opportunities. Business and IT heads who used to report the Big Data management
issues on a regular basis are now slowly migrating to big data analytics to solve
those problems.
Big Data Analysis
• Analysing big data is much beyond just buying a data analytics software because
handling only the data analytic technologies is not just the challenge. Well-planned
strategies, big data analysis techniques and people with the right set of skills and
talent who could leverage the technologies according to the given parameters are
also essential for a big data analytics initiative.
• On the other hand, buying additional tools for business intelligence beyond an
organization's analytics applications and business intelligence may not even be
necessary depending upon the business goals set for a particular project.
• The potential pitfalls that can boost up organizations taking initiatives on big data
analytics contain many loopholes like, the lack of expertise in internal data analytics
and expensiveness of hiring experienced analytics professionals.
• Data management, quality and consistency issues are also caused by the amount of
information that is involved and its variety. In addition to that, integrating Hadoop
systems and data warehouses could be a bit messy, although many vendors now
offer software connectors that join big data tools Hadoop with relational databases
and other data integration tools (having big data capabilities).
Big Data Analytics Tools
The modern day technologies allow big data analysis using many software tools
commonly taken as a part of advanced analytics processes such as predictive analysis,
text analysis, data mining and statistical analysis.
The software is available in the open source platform and can be used as big data
reporting tools as well. On the other hand, mainstream business intelligence tools and
big data visualization tools play an important role in the advanced stage.
Let us discuss different categories of data analysis and reporting tools, and how they
can be deployed to initialize and advance the process of big data analysis.
1. OPEN SOURCE BIG DATA TOOLS
JASPERSOFT BI TOOLS
Jaspersoft was originally created for report generation andnow it is gaining popularity
as one of the best open source tools for business intelligence, that generates reports
by extracting information from database columns.
• This software is one of the highly advanced reporting tools for big data deployed
already in the business market for creating PDFs out of SQL tables for everyone to
scrutinize at business meetings. It forms a bridge between report generating software
and big data storage houses.
• Jaspersoft now offers software to extract data from most of the major storage
platforms such as Cassandra, MongoDB, Riak, Redis, Neo4J, and CouchDB. Once
the data is sucked up, Jaspersoft's server converts that into interactive tables and
graphs.
• The reports thus generated are highly sophisticated interactive tools which help the
user drill down as much as possible and fetch as many details as required. This
stands at the top of the list of business intelligence tools and Jaspersoft is attempting
to make it even easier to use the sophisticated reports.
• Basically, it doesn't offer particularly a new vision to look at data, all it offers is a
highly sophisticated form of accessing data located in new storage houses.
TALEND OPEN STUDIO
• Talend studio is an open-source software that offers an eclipse-based IDE to string
data processing jobs with Hadoop. It is mainly used for data integration, data quality,
and data management, with subroutines involved in these jobs.
• It allows the user to drag and drop little icons onto a canvas. Its components also
allow the user to fetch RSS feeds and proxy them as and when needed. There are
numerous components to gather information and others to do things like a "fuzzy
match" prior to the output of results.
• Stringing the data processing jobs together visually with this tool could be easier
once you get to know what the components can do and what not.
SKYTREE SERVER
• Skytree is one of the best open source big data tools that bringyou a bundle,which
performs like the highly advanced forms of machine-learning algorithms. However,
the user needs to take special care about typing the right command on the command
line.
•
• Skytree is specially designed to run a number of complex machine-learning
algorithms on the data using an implementation, about 10,000 times faster than other
packages. Its intelligence system searches 'system data' by looking for clusters
formed by mathematically similar items. Then it inverts the data to identify outliners
which could possibly be problems, opportunities or both.
•
• It comes in both paid and free versions. Even the free version of this tool offers the
same algorithms as that of the proprietary version. The only limitation is, data sets
limited to 100,000 rows.
2. BIG DATA VISUALIZATION TOOLS
• Data visualization today has gone far more than just charts and graphs used in
Excel Sheets. Now it has gone to more advanced levels such as info graphics,
geographic maps, dials and gauges, heat maps, spark lines, detailed bars, pie and
fever charts. Sometimes the images might include interactive capabilities that
enable the users to manipulate or drill into the data for querying or analysing.
• Most of the business intelligence software vendors nowadays embed big data
visualization tools into their products, either by developing the visualization
technologies on their own or sourcing it from the companies dealing with
visualization.
• Let's discuss one of the most preferred data visualization tools - Tableau Desktop
and Server. It is a visualization software that eases the way you look at your data in
a variety of new ways, then slices it and makes it look different once again!
• You can also intermix the data and check it in yet another light. This tool is perfectly
optimized to give the user all the columns for the data and enables him/her to mix
them before integrating them with one of the hundreds of default graphical
templates.
3. BIG DATA REPORTING TOOLS
PENTAHO BUSINESS ANALYTICS
• Pentaho emerged as a report generating engine. Just like Jaspersoft, it extracts
information from the new sources and makes analyzing big data easy.
• Pentaho's tools can be easily linked to the most popular NoSQL databases such
as MongoDB and Cassandra. It features a very user-friendly sorting and sifting
table which comes in handy when the user wants to know who is spending the
most amount of time on a website. Thus, it is gaining much popularity among the
web analysts as one of the best big data analytics reporting tools.
SPLUNK
• Splunk has unique features as compared to other big data analytics tools. It is
something more than the mainstream big data reporting tools or a mere
collection of AI routines, although it covers most of that.
• It creates an index of data as if it were a block of text or an entire book. Despite the
fact that databases also build indices, Splunk's approach is almost like a text
search process and the best part is, this sort of indexing is amazingly flexible.
• Splunk is sold in multiple packages:
• i.) For monitoring Microsoft exchange server;
• ii.) Detecting web attacks.
• The index created by Splunk helps in establishing a correlation between data in
these and several other server-side scenarios.
• The selection of technology/tool is just a part of the big data project. Experts say
that evaluation of the potential business value, which a big data software can offer,
keeping long-term objectives in mind, is a very crucial step.
• We have INSTRUCTOR -LED - both Online LIVE & Classroom Session
 Present for classroom sessions in Bangalore & Delhi (NCR)
 We are the ONLY Education delivery partners for Mulesoft, Elastic, Pivotal & Lightbend
in India
 We have delivered more than 5000 trainings and have over 400 courses and a vast pool
of over 200 experts to make YOU the EXPERT!
Connect us
What is SpringPeople all about?
Non-Certified Courses
…and many more
Certified Partners
Top Big data Analytics tools: Emerging trends and Best practices

More Related Content

What's hot

Predictive Analytics - An Overview
Predictive Analytics - An OverviewPredictive Analytics - An Overview
Predictive Analytics - An OverviewMachinePulse
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM MaturityPanaEk Warawit
 
Business analytics awareness presentation
Business analytics  awareness presentationBusiness analytics  awareness presentation
Business analytics awareness presentationRamakrishna BE PGDM
 
Understanding big data and data analytics big data
Understanding big data and data analytics big dataUnderstanding big data and data analytics big data
Understanding big data and data analytics big dataSeta Wicaksana
 
Business analytics and data visualisation
Business analytics and data visualisationBusiness analytics and data visualisation
Business analytics and data visualisationShwetabh Jaiswal
 
Business analytics
Business analyticsBusiness analytics
Business analyticsDinakar nk
 
The Future of Data Science
The Future of Data ScienceThe Future of Data Science
The Future of Data ScienceDataWorks Summit
 
Master Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and GovernanceMaster Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and GovernanceDATAVERSITY
 
Lecture1 introduction to big data
Lecture1 introduction to big dataLecture1 introduction to big data
Lecture1 introduction to big datahktripathy
 
Big data analytics, research report
Big data analytics, research reportBig data analytics, research report
Big data analytics, research reportJULIO GONZALEZ SANZ
 
Analytics ROI Best Practices
Analytics ROI Best PracticesAnalytics ROI Best Practices
Analytics ROI Best PracticesDATAVERSITY
 
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...DATAVERSITY
 
Essential Reference and Master Data Management
Essential Reference and Master Data ManagementEssential Reference and Master Data Management
Essential Reference and Master Data ManagementDATAVERSITY
 
Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)James Serra
 

What's hot (20)

Predictive Analytics - An Overview
Predictive Analytics - An OverviewPredictive Analytics - An Overview
Predictive Analytics - An Overview
 
5 Level of MDM Maturity
5 Level of MDM Maturity5 Level of MDM Maturity
5 Level of MDM Maturity
 
DAMA CDMP exam cram
DAMA CDMP exam cramDAMA CDMP exam cram
DAMA CDMP exam cram
 
Business analytics awareness presentation
Business analytics  awareness presentationBusiness analytics  awareness presentation
Business analytics awareness presentation
 
Understanding big data and data analytics big data
Understanding big data and data analytics big dataUnderstanding big data and data analytics big data
Understanding big data and data analytics big data
 
Big Data
Big DataBig Data
Big Data
 
Business analytics and data visualisation
Business analytics and data visualisationBusiness analytics and data visualisation
Business analytics and data visualisation
 
Big Data
Big DataBig Data
Big Data
 
Business analytics
Business analyticsBusiness analytics
Business analytics
 
The Future of Data Science
The Future of Data ScienceThe Future of Data Science
The Future of Data Science
 
Master Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and GovernanceMaster Data Management - Aligning Data, Process, and Governance
Master Data Management - Aligning Data, Process, and Governance
 
Chapter 1 big data
Chapter 1 big dataChapter 1 big data
Chapter 1 big data
 
Data Science
Data ScienceData Science
Data Science
 
Lecture1 introduction to big data
Lecture1 introduction to big dataLecture1 introduction to big data
Lecture1 introduction to big data
 
Big data analytics, research report
Big data analytics, research reportBig data analytics, research report
Big data analytics, research report
 
Analytics ROI Best Practices
Analytics ROI Best PracticesAnalytics ROI Best Practices
Analytics ROI Best Practices
 
Big data
Big dataBig data
Big data
 
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
 
Essential Reference and Master Data Management
Essential Reference and Master Data ManagementEssential Reference and Master Data Management
Essential Reference and Master Data Management
 
Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)
 

Similar to Top Big data Analytics tools: Emerging trends and Best practices

Big Data Tools: A Deep Dive into Essential Tools
Big Data Tools: A Deep Dive into Essential ToolsBig Data Tools: A Deep Dive into Essential Tools
Big Data Tools: A Deep Dive into Essential ToolsFredReynolds2
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US InformationJulian Tong
 
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...Experfy
 
25 Best Data Mining Tools in 2022
25 Best Data Mining Tools in 202225 Best Data Mining Tools in 2022
25 Best Data Mining Tools in 2022Kavika Roy
 
Total Data Industry Report
Total Data Industry ReportTotal Data Industry Report
Total Data Industry ReportRan Zhang
 
Operational Analytics: Best Software For Sourcing Actionable Insights 2013
Operational Analytics: Best Software For Sourcing Actionable Insights 2013Operational Analytics: Best Software For Sourcing Actionable Insights 2013
Operational Analytics: Best Software For Sourcing Actionable Insights 2013Newton Day Uploads
 
Should You Integrate DataOps in Your Business Process?
Should You Integrate DataOps in Your Business Process?Should You Integrate DataOps in Your Business Process?
Should You Integrate DataOps in Your Business Process?Enov8
 
Building a Big Data Analytics Platform- Impetus White Paper
Building a Big Data Analytics Platform- Impetus White PaperBuilding a Big Data Analytics Platform- Impetus White Paper
Building a Big Data Analytics Platform- Impetus White PaperImpetus Technologies
 
Tools for Unstructured Data Analytics
Tools for Unstructured Data AnalyticsTools for Unstructured Data Analytics
Tools for Unstructured Data AnalyticsRavi Teja
 
10 Best Big Data Management Tools
10 Best Big Data Management Tools10 Best Big Data Management Tools
10 Best Big Data Management ToolsPromptCloud
 
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData Inc.
 
Business intelligence- Components, Tools, Need and Applications
Business intelligence- Components, Tools, Need and ApplicationsBusiness intelligence- Components, Tools, Need and Applications
Business intelligence- Components, Tools, Need and Applicationsraj
 
Data Visualization Trends - Next Steps for Tableau
Data Visualization Trends - Next Steps for TableauData Visualization Trends - Next Steps for Tableau
Data Visualization Trends - Next Steps for TableauArunima Gupta
 

Similar to Top Big data Analytics tools: Emerging trends and Best practices (20)

Big Data Tools: A Deep Dive into Essential Tools
Big Data Tools: A Deep Dive into Essential ToolsBig Data Tools: A Deep Dive into Essential Tools
Big Data Tools: A Deep Dive into Essential Tools
 
Big data
Big dataBig data
Big data
 
Big data analytics
Big data analyticsBig data analytics
Big data analytics
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US Information
 
Keyrus US Information
Keyrus US InformationKeyrus US Information
Keyrus US Information
 
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...
March Towards Big Data - Big Data Implementation, Migration, Ingestion, Manag...
 
Business intelligence
Business intelligenceBusiness intelligence
Business intelligence
 
25 Best Data Mining Tools in 2022
25 Best Data Mining Tools in 202225 Best Data Mining Tools in 2022
25 Best Data Mining Tools in 2022
 
Unlocking big data
Unlocking big dataUnlocking big data
Unlocking big data
 
Total Data Industry Report
Total Data Industry ReportTotal Data Industry Report
Total Data Industry Report
 
Operational Analytics: Best Software For Sourcing Actionable Insights 2013
Operational Analytics: Best Software For Sourcing Actionable Insights 2013Operational Analytics: Best Software For Sourcing Actionable Insights 2013
Operational Analytics: Best Software For Sourcing Actionable Insights 2013
 
Should You Integrate DataOps in Your Business Process?
Should You Integrate DataOps in Your Business Process?Should You Integrate DataOps in Your Business Process?
Should You Integrate DataOps in Your Business Process?
 
Tableau Suite Analysis
Tableau Suite Analysis Tableau Suite Analysis
Tableau Suite Analysis
 
Building a Big Data Analytics Platform- Impetus White Paper
Building a Big Data Analytics Platform- Impetus White PaperBuilding a Big Data Analytics Platform- Impetus White Paper
Building a Big Data Analytics Platform- Impetus White Paper
 
Tools for Unstructured Data Analytics
Tools for Unstructured Data AnalyticsTools for Unstructured Data Analytics
Tools for Unstructured Data Analytics
 
10 Best Big Data Management Tools
10 Best Big Data Management Tools10 Best Big Data Management Tools
10 Best Big Data Management Tools
 
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot ProgramszData BI & Advanced Analytics Platform + 8 Week Pilot Programs
zData BI & Advanced Analytics Platform + 8 Week Pilot Programs
 
Big data
Big dataBig data
Big data
 
Business intelligence- Components, Tools, Need and Applications
Business intelligence- Components, Tools, Need and ApplicationsBusiness intelligence- Components, Tools, Need and Applications
Business intelligence- Components, Tools, Need and Applications
 
Data Visualization Trends - Next Steps for Tableau
Data Visualization Trends - Next Steps for TableauData Visualization Trends - Next Steps for Tableau
Data Visualization Trends - Next Steps for Tableau
 

More from SpringPeople

Growth hacking tips and tricks that you can try
Growth hacking tips and tricks that you can tryGrowth hacking tips and tricks that you can try
Growth hacking tips and tricks that you can trySpringPeople
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big DataSpringPeople
 
Introduction to Microsoft Azure IaaS
Introduction to Microsoft Azure IaaSIntroduction to Microsoft Azure IaaS
Introduction to Microsoft Azure IaaSSpringPeople
 
Introduction to Selenium WebDriver
Introduction to Selenium WebDriverIntroduction to Selenium WebDriver
Introduction to Selenium WebDriverSpringPeople
 
Introduction to Open stack - An Overview
Introduction to Open stack - An Overview Introduction to Open stack - An Overview
Introduction to Open stack - An Overview SpringPeople
 
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...SpringPeople
 
Why 2 million Developers depend on MuleSoft
Why 2 million Developers depend on MuleSoftWhy 2 million Developers depend on MuleSoft
Why 2 million Developers depend on MuleSoftSpringPeople
 
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorials
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorialsMongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorials
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorialsSpringPeople
 
Mastering Test Automation: How To Use Selenium Successfully
Mastering Test Automation: How To Use Selenium SuccessfullyMastering Test Automation: How To Use Selenium Successfully
Mastering Test Automation: How To Use Selenium SuccessfullySpringPeople
 
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...SpringPeople
 
SpringPeople - Introduction to Cloud Computing
SpringPeople - Introduction to Cloud ComputingSpringPeople - Introduction to Cloud Computing
SpringPeople - Introduction to Cloud ComputingSpringPeople
 
SpringPeople - Devops skills - Do you have what it takes?
SpringPeople - Devops skills - Do you have what it takes?SpringPeople - Devops skills - Do you have what it takes?
SpringPeople - Devops skills - Do you have what it takes?SpringPeople
 
Elastic - ELK, Logstash & Kibana
Elastic - ELK, Logstash & KibanaElastic - ELK, Logstash & Kibana
Elastic - ELK, Logstash & KibanaSpringPeople
 
Hadoop data access layer v4.0
Hadoop data access layer v4.0Hadoop data access layer v4.0
Hadoop data access layer v4.0SpringPeople
 
Introduction To Core Java - SpringPeople
Introduction To Core Java - SpringPeopleIntroduction To Core Java - SpringPeople
Introduction To Core Java - SpringPeopleSpringPeople
 
Introduction To Hadoop Administration - SpringPeople
Introduction To Hadoop Administration - SpringPeopleIntroduction To Hadoop Administration - SpringPeople
Introduction To Hadoop Administration - SpringPeopleSpringPeople
 
Introduction To Cloud Foundry - SpringPeople
Introduction To Cloud Foundry - SpringPeopleIntroduction To Cloud Foundry - SpringPeople
Introduction To Cloud Foundry - SpringPeopleSpringPeople
 
Introduction To Spring Enterprise Integration - SpringPeople
Introduction To Spring Enterprise Integration - SpringPeopleIntroduction To Spring Enterprise Integration - SpringPeople
Introduction To Spring Enterprise Integration - SpringPeopleSpringPeople
 
Introduction To Groovy And Grails - SpringPeople
Introduction To Groovy And Grails - SpringPeopleIntroduction To Groovy And Grails - SpringPeople
Introduction To Groovy And Grails - SpringPeopleSpringPeople
 
Introduction To Jenkins - SpringPeople
Introduction To Jenkins - SpringPeopleIntroduction To Jenkins - SpringPeople
Introduction To Jenkins - SpringPeopleSpringPeople
 

More from SpringPeople (20)

Growth hacking tips and tricks that you can try
Growth hacking tips and tricks that you can tryGrowth hacking tips and tricks that you can try
Growth hacking tips and tricks that you can try
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big Data
 
Introduction to Microsoft Azure IaaS
Introduction to Microsoft Azure IaaSIntroduction to Microsoft Azure IaaS
Introduction to Microsoft Azure IaaS
 
Introduction to Selenium WebDriver
Introduction to Selenium WebDriverIntroduction to Selenium WebDriver
Introduction to Selenium WebDriver
 
Introduction to Open stack - An Overview
Introduction to Open stack - An Overview Introduction to Open stack - An Overview
Introduction to Open stack - An Overview
 
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...
Best Practices for Administering Hadoop with Hortonworks Data Platform (HDP) ...
 
Why 2 million Developers depend on MuleSoft
Why 2 million Developers depend on MuleSoftWhy 2 million Developers depend on MuleSoft
Why 2 million Developers depend on MuleSoft
 
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorials
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorialsMongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorials
Mongo DB: Fundamentals & Basics/ An Overview of MongoDB/ Mongo DB tutorials
 
Mastering Test Automation: How To Use Selenium Successfully
Mastering Test Automation: How To Use Selenium SuccessfullyMastering Test Automation: How To Use Selenium Successfully
Mastering Test Automation: How To Use Selenium Successfully
 
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...
An Introduction of Big data; Big data for beginners; Overview of Big Data; Bi...
 
SpringPeople - Introduction to Cloud Computing
SpringPeople - Introduction to Cloud ComputingSpringPeople - Introduction to Cloud Computing
SpringPeople - Introduction to Cloud Computing
 
SpringPeople - Devops skills - Do you have what it takes?
SpringPeople - Devops skills - Do you have what it takes?SpringPeople - Devops skills - Do you have what it takes?
SpringPeople - Devops skills - Do you have what it takes?
 
Elastic - ELK, Logstash & Kibana
Elastic - ELK, Logstash & KibanaElastic - ELK, Logstash & Kibana
Elastic - ELK, Logstash & Kibana
 
Hadoop data access layer v4.0
Hadoop data access layer v4.0Hadoop data access layer v4.0
Hadoop data access layer v4.0
 
Introduction To Core Java - SpringPeople
Introduction To Core Java - SpringPeopleIntroduction To Core Java - SpringPeople
Introduction To Core Java - SpringPeople
 
Introduction To Hadoop Administration - SpringPeople
Introduction To Hadoop Administration - SpringPeopleIntroduction To Hadoop Administration - SpringPeople
Introduction To Hadoop Administration - SpringPeople
 
Introduction To Cloud Foundry - SpringPeople
Introduction To Cloud Foundry - SpringPeopleIntroduction To Cloud Foundry - SpringPeople
Introduction To Cloud Foundry - SpringPeople
 
Introduction To Spring Enterprise Integration - SpringPeople
Introduction To Spring Enterprise Integration - SpringPeopleIntroduction To Spring Enterprise Integration - SpringPeople
Introduction To Spring Enterprise Integration - SpringPeople
 
Introduction To Groovy And Grails - SpringPeople
Introduction To Groovy And Grails - SpringPeopleIntroduction To Groovy And Grails - SpringPeople
Introduction To Groovy And Grails - SpringPeople
 
Introduction To Jenkins - SpringPeople
Introduction To Jenkins - SpringPeopleIntroduction To Jenkins - SpringPeople
Introduction To Jenkins - SpringPeople
 

Recently uploaded

一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理pyhepag
 
NOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam DunksNOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam Dunksgmuir1066
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...Amil baba
 
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证ju0dztxtn
 
Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)Jon Hansen
 
Credit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital AgeCredit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital AgeBoston Institute of Analytics
 
Aggregations - The Elasticsearch "GROUP BY"
Aggregations - The Elasticsearch "GROUP BY"Aggregations - The Elasticsearch "GROUP BY"
Aggregations - The Elasticsearch "GROUP BY"John Sobanski
 
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一fztigerwe
 
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证acoha1
 
How to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsHow to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsBrainSell Technologies
 
Sensing the Future: Anomaly Detection and Event Prediction in Sensor Networks
Sensing the Future: Anomaly Detection and Event Prediction in Sensor NetworksSensing the Future: Anomaly Detection and Event Prediction in Sensor Networks
Sensing the Future: Anomaly Detection and Event Prediction in Sensor NetworksBoston Institute of Analytics
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token PredictionNABLAS株式会社
 
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理pyhepag
 
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证ppy8zfkfm
 
Bios of leading Astrologers & Researchers
Bios of leading Astrologers & ResearchersBios of leading Astrologers & Researchers
Bios of leading Astrologers & Researchersdarmandersingh4580
 
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证zifhagzkk
 
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...ThinkInnovation
 
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...mikehavy0
 
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...ssuserf63bd7
 
一比一原版麦考瑞大学毕业证成绩单如何办理
一比一原版麦考瑞大学毕业证成绩单如何办理一比一原版麦考瑞大学毕业证成绩单如何办理
一比一原版麦考瑞大学毕业证成绩单如何办理cyebo
 

Recently uploaded (20)

一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理
 
NOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam DunksNOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam Dunks
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
 
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证
如何办理英国卡迪夫大学毕业证(Cardiff毕业证书)成绩单留信学历认证
 
Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)
 
Credit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital AgeCredit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital Age
 
Aggregations - The Elasticsearch "GROUP BY"
Aggregations - The Elasticsearch "GROUP BY"Aggregations - The Elasticsearch "GROUP BY"
Aggregations - The Elasticsearch "GROUP BY"
 
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一
如何办理哥伦比亚大学毕业证(Columbia毕业证)成绩单原版一比一
 
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
如何办理(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单本科硕士学位证留信学历认证
 
How to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsHow to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data Analytics
 
Sensing the Future: Anomaly Detection and Event Prediction in Sensor Networks
Sensing the Future: Anomaly Detection and Event Prediction in Sensor NetworksSensing the Future: Anomaly Detection and Event Prediction in Sensor Networks
Sensing the Future: Anomaly Detection and Event Prediction in Sensor Networks
 
社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction社内勉強会資料_Object Recognition as Next Token Prediction
社内勉強会資料_Object Recognition as Next Token Prediction
 
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
 
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
 
Bios of leading Astrologers & Researchers
Bios of leading Astrologers & ResearchersBios of leading Astrologers & Researchers
Bios of leading Astrologers & Researchers
 
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证
如何办理(Dalhousie毕业证书)达尔豪斯大学毕业证成绩单留信学历认证
 
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
Identify Rules that Predict Patient’s Heart Disease - An Application of Decis...
 
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...
Abortion Clinic in Randfontein +27791653574 Randfontein WhatsApp Abortion Cli...
 
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...
Data Visualization Exploring and Explaining with Data 1st Edition by Camm sol...
 
一比一原版麦考瑞大学毕业证成绩单如何办理
一比一原版麦考瑞大学毕业证成绩单如何办理一比一原版麦考瑞大学毕业证成绩单如何办理
一比一原版麦考瑞大学毕业证成绩单如何办理
 

Top Big data Analytics tools: Emerging trends and Best practices

  • 1. TOP BIG DATA ANALYTICS TOOLS: EMERGING TRENDS AND BEST PRACTICES By - SpringPeople
  • 2. In the current market scenario, large scale and small scale companies have already realized the importance of Big Data. It is not a mere buzzword anymore, but the new facet of business today - which requires management of large volumes of structured, semi-structured and unstructured data. But that is not the end. Analysing the data in a way that brings real business value is what the corporate industry seeks for. Hence, in order to identify trends and patterns, and churn out the valuable things from a massive amount of data, the role of Big Data analytics comes into play.
  • 3. What is Big Data analytics? In order to understand how to analyse data, let us understand what Big Data exactly is. Big Data analytics is the process of a data analysis that involves examination of large data sets to find hidden patterns, customer preferences, market trends, unknown correlations and many other business information. Those analytical findings can generate more effective marketing, enhanced operational efficiency, new revenue opportunities, better customer service, competitive advantages over the rival organizations and many other business opportunities. Business and IT heads who used to report the Big Data management issues on a regular basis are now slowly migrating to big data analytics to solve those problems.
  • 4. Big Data Analysis • Analysing big data is much beyond just buying a data analytics software because handling only the data analytic technologies is not just the challenge. Well-planned strategies, big data analysis techniques and people with the right set of skills and talent who could leverage the technologies according to the given parameters are also essential for a big data analytics initiative. • On the other hand, buying additional tools for business intelligence beyond an organization's analytics applications and business intelligence may not even be necessary depending upon the business goals set for a particular project. • The potential pitfalls that can boost up organizations taking initiatives on big data analytics contain many loopholes like, the lack of expertise in internal data analytics and expensiveness of hiring experienced analytics professionals. • Data management, quality and consistency issues are also caused by the amount of information that is involved and its variety. In addition to that, integrating Hadoop systems and data warehouses could be a bit messy, although many vendors now offer software connectors that join big data tools Hadoop with relational databases and other data integration tools (having big data capabilities).
  • 5. Big Data Analytics Tools The modern day technologies allow big data analysis using many software tools commonly taken as a part of advanced analytics processes such as predictive analysis, text analysis, data mining and statistical analysis. The software is available in the open source platform and can be used as big data reporting tools as well. On the other hand, mainstream business intelligence tools and big data visualization tools play an important role in the advanced stage. Let us discuss different categories of data analysis and reporting tools, and how they can be deployed to initialize and advance the process of big data analysis. 1. OPEN SOURCE BIG DATA TOOLS JASPERSOFT BI TOOLS Jaspersoft was originally created for report generation andnow it is gaining popularity as one of the best open source tools for business intelligence, that generates reports by extracting information from database columns.
  • 6. • This software is one of the highly advanced reporting tools for big data deployed already in the business market for creating PDFs out of SQL tables for everyone to scrutinize at business meetings. It forms a bridge between report generating software and big data storage houses. • Jaspersoft now offers software to extract data from most of the major storage platforms such as Cassandra, MongoDB, Riak, Redis, Neo4J, and CouchDB. Once the data is sucked up, Jaspersoft's server converts that into interactive tables and graphs. • The reports thus generated are highly sophisticated interactive tools which help the user drill down as much as possible and fetch as many details as required. This stands at the top of the list of business intelligence tools and Jaspersoft is attempting to make it even easier to use the sophisticated reports. • Basically, it doesn't offer particularly a new vision to look at data, all it offers is a highly sophisticated form of accessing data located in new storage houses.
  • 7. TALEND OPEN STUDIO • Talend studio is an open-source software that offers an eclipse-based IDE to string data processing jobs with Hadoop. It is mainly used for data integration, data quality, and data management, with subroutines involved in these jobs. • It allows the user to drag and drop little icons onto a canvas. Its components also allow the user to fetch RSS feeds and proxy them as and when needed. There are numerous components to gather information and others to do things like a "fuzzy match" prior to the output of results. • Stringing the data processing jobs together visually with this tool could be easier once you get to know what the components can do and what not.
  • 8. SKYTREE SERVER • Skytree is one of the best open source big data tools that bringyou a bundle,which performs like the highly advanced forms of machine-learning algorithms. However, the user needs to take special care about typing the right command on the command line. • • Skytree is specially designed to run a number of complex machine-learning algorithms on the data using an implementation, about 10,000 times faster than other packages. Its intelligence system searches 'system data' by looking for clusters formed by mathematically similar items. Then it inverts the data to identify outliners which could possibly be problems, opportunities or both. • • It comes in both paid and free versions. Even the free version of this tool offers the same algorithms as that of the proprietary version. The only limitation is, data sets limited to 100,000 rows.
  • 9. 2. BIG DATA VISUALIZATION TOOLS • Data visualization today has gone far more than just charts and graphs used in Excel Sheets. Now it has gone to more advanced levels such as info graphics, geographic maps, dials and gauges, heat maps, spark lines, detailed bars, pie and fever charts. Sometimes the images might include interactive capabilities that enable the users to manipulate or drill into the data for querying or analysing. • Most of the business intelligence software vendors nowadays embed big data visualization tools into their products, either by developing the visualization technologies on their own or sourcing it from the companies dealing with visualization. • Let's discuss one of the most preferred data visualization tools - Tableau Desktop and Server. It is a visualization software that eases the way you look at your data in a variety of new ways, then slices it and makes it look different once again! • You can also intermix the data and check it in yet another light. This tool is perfectly optimized to give the user all the columns for the data and enables him/her to mix them before integrating them with one of the hundreds of default graphical templates.
  • 10. 3. BIG DATA REPORTING TOOLS PENTAHO BUSINESS ANALYTICS • Pentaho emerged as a report generating engine. Just like Jaspersoft, it extracts information from the new sources and makes analyzing big data easy. • Pentaho's tools can be easily linked to the most popular NoSQL databases such as MongoDB and Cassandra. It features a very user-friendly sorting and sifting table which comes in handy when the user wants to know who is spending the most amount of time on a website. Thus, it is gaining much popularity among the web analysts as one of the best big data analytics reporting tools.
  • 11. SPLUNK • Splunk has unique features as compared to other big data analytics tools. It is something more than the mainstream big data reporting tools or a mere collection of AI routines, although it covers most of that. • It creates an index of data as if it were a block of text or an entire book. Despite the fact that databases also build indices, Splunk's approach is almost like a text search process and the best part is, this sort of indexing is amazingly flexible. • Splunk is sold in multiple packages: • i.) For monitoring Microsoft exchange server; • ii.) Detecting web attacks. • The index created by Splunk helps in establishing a correlation between data in these and several other server-side scenarios. • The selection of technology/tool is just a part of the big data project. Experts say that evaluation of the potential business value, which a big data software can offer, keeping long-term objectives in mind, is a very crucial step.
  • 12. • We have INSTRUCTOR -LED - both Online LIVE & Classroom Session  Present for classroom sessions in Bangalore & Delhi (NCR)  We are the ONLY Education delivery partners for Mulesoft, Elastic, Pivotal & Lightbend in India  We have delivered more than 5000 trainings and have over 400 courses and a vast pool of over 200 experts to make YOU the EXPERT! Connect us What is SpringPeople all about?
  • 13. Non-Certified Courses …and many more Certified Partners