BIG DATA PROJECTS FOR STUDENTS

BIG DATA PROJECTS FOR STUDENTS

      Big Data Projects for Students, a smart project development strategy started with an initiative of harnessing the potential of young minds to provide them a successful research platform. Big data is a comprehensive information management strategy, which integrates numerous new types of data and data management along with the conventional data. We live in the world, where everything is driven by data. This fact makes big data, an emerging technological need and improves its significance in the field of research. To compete the world with your intelligence requires a critical thinking power and innovative ideas. You can mine novel and pioneer ideas from our dynamic professional and technical experts. We have a team of dedicated engineers, who work on latest tools and technology to deliver efficacious projects. In this time starving world, we know the value of your time and project; let’s join together to create a new revolution in the field of big data.

MINE OUR KNOWLEDGE TO CREATE YOUR FUTURE…………

WE SERVE AS DATA HUB FOR BIG DATA SOLUTIONS……….

BIG DATA PROJECTS FOR STUDENTS

    Big Data Projects for Students servers as a hub of novel and newfangled ideas, which has served many young minds with their intellectual minds and enthusiastic approach. Our renowned experts and well trained developers stand as a growth pillar behind our success, who has served our students with their hard earned knowledge and experience. Big data is relatively a new field with large research scope due to its significance in the growing technological issues. It is a technologically coined word for “Large volume of data”.  Being an expert of big data technology, we can provide you the perfect guidance to work on your big data projects efficiently. Let’s learn more about big data, which will help you to take a project in big data.

KNOW ABOUT BIG DATA:

WHAT IS BIG DATA:

Large data sets which cannot be handled using common software’s.  It can be characterized using 3V i.e. Volume, Velocity and variety. It is data hub for:

  • Social Media data
  • Black box data
  • Power grid data
  • Stock exchange data
  • Search Engine data
  • Transport data

Key features:

  • Offers cost and time reduction, Product development, optimized solutions, holistic and secure etc
  • Frameworks used(Hadoop, Spark, Flink, Storm etc )
  • Provides data merging from different source, big data exploration etc
  • Securing Big data (data sources, big data frameworks) using Vormetric.
  • Graphical User Interface support(Using Polymaps, NodeBox, Flot etc )
  • Database support(NoSQL, NuoDB, SQL, MongoDB,RDBMS)

Programming Language and file extension support:

  • Python(.py,.pyc,.pyo,.pyd,.pyw,.pyz)
  • R Programming(.r, .R, Rdata,.rds,.rda)
  • Scala(.scala,.sc-used for Spark and Kafka)
  • Java(.java)

Platform Support:

  • OS X
  • CentOS Linux
  • Solaris
  • SUSE Linux
  • Ubuntu Linux
  • Microsoft Windows
  • Redhat Enterprise Linux

Software’s and Tools Used:

Splice Machine(Version 2.0)

  • Real time SQL on Hadoop database
  • Utilizes standard SQL and supports Java, python, JavaScript, AngularJS etc.

MarkLogic(MarkLogic8)

  • Deals with heavy data loads
  • Provides geographical data(Content and location) along with data filtering tools
  • Support for flexible API(ClientAPI,NoSQL,Node.js etc)

SAP in Memory(HENA Eclipse supported tools for Eclipse luna-4.0 /mars 4.5)

  • Used to analyze large workloads
  • Integrated with Apache Hadoop and other tools(application development)

MongoDB(Version 3.2.7)

  • Open source documental database
  • Integrated with third party log tools like Edda and Fluentd

Pentaho(Version 6.1.0.1(EE))

  • Offers open and embeddable platform with extensive analytics capabilities
  • Used for Visualizing, blending and analysis of Big data

Talend(Talend Big data Integration- version 6.2.1)

  • Open source software serves as open studio for Big data

Tableau(latest version 9.0.3)

  • Data visualization tool offers in-memory analytics database and Advanced Query language support
  • Support for XML, User Scripts, Python, JavaScript, API etc.

Massive Online Analysis:

  • Real time big data stream mining support

Plugins Used

  • Pentaho Big data Plug-in
  • Pentaho Map Reduce
  • HDFS File Operations(Database source-JDBC connectivity and Apache Hive, Native RPC connectivity- Apache HBase, Cassandra, CouchDB, MongoDB)

Major Algorithms and Techniques Used:

  • Algorithms Used(Data Mining algorithms)
  • 5
  • K-Means clustering algorithm
  • Support vector machines
  • Apriori algorithm
  • Expectation Maximization algorithm
  • PageRank algorithm for ranking and indexing
  • AdaBoost(Adaptive Boosting) algorithm
  • KNN(K-Nearest neighbors) algorithm
  • Naïve Bayes Algorithm

Techniques Used:

  • Sketching and Streaming
  • Dimensionality reduction
  • Compressed sensing
  • Numerical Linear algebra
  • Mapreduce/ hadoop
  • External memory and cache obliviousness

MAJOR APPLICATIONS AND RESEARCH AREAS:

Major Applications:

  • Healthcare and education
  • Manufacturing systems
  • Cyber physical Models
  • Media applications
  • Internet of Things
  • Retail banking and Real estate
  • Science and Research

Key Research areas:

  • Live drug response analysis system
  • Work on Sentiment analysis
  • Heterogeneous information integration in big data
  • Security and privacy in healthcare Information exchange
  • Offline productivity and fraud detection
  • Effortless retrievals and universal access
  • Metadata management and quantum measurements
  • Pattern detection and minimum learning curve
  • Efficient data searching using Information retrieval tools
  • De-duplication concept and ordering of data
  • Machine learning approaches
  • Telecom and digital Media solution applications

 

 

     You may get an idea for your project by referring the above mentioned content. If you still feel you require more information, have a session with our experts and commit your project with us. We are proud to work on big data projects for students as creating young research scholar’s gives us immense pleasure. We want to change the world of big data with our ideas and reforms with the help of our dynamic team and young minds. Approach us, if you wish to be one among our successful student to upgrade your standard and performance.  

 

BIG DATA PROJECTS FOR STUDENTS…..

AN APPROACH TO CHANGE YOUR MINDSET …………….

TO CREATE A CHANGE IN BIG DATA TECHNOLOGY………………..