Big Data Mining & Machine Learning

Category: Big Data Tools

Hadoop Configuration Apache Map-Reduce Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Hadoop Configuration

Hadoop configuration is an important process in order to setup the Apache Hadoop software to handle big data using the map-reduce paradigm. This article provides a step-wise configuration guide based on Hadoop version 2.8.0...

Install Oracle Java Ubuntu JDK JRE Version Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Install Oracle Java Ubuntu

This ‘Install Oracle Java Ubuntu’ article informs about the installation process of Java 8 on Ubuntu in order to be used with big data frameworks such as Apache Hadoop or Apache Spark. It provides...

Install Hadoop Apache Map-Reduce Analytics Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Install Hadoop

Install Hadoop on a cluster enables the ability to process and analyse big data using the map-reduce paradigm. This article provides a step-wise installation guide. Step 1 – Create Hadoop User Before we generate...

Ubuntu Generate SSH Key Key-Gen Process Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Ubuntu Generate SSH Key

Ubuntu generate SSH key stands for a process required to setup the right security environment for several big data frameworks like Apache Hadoop or Apache Spark. This setup is required to perform selected operations...

Recommendation Engine Movie Rentals Google Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Recommendation Engine

A recommendation engine is a tool that recommends products to consumers based on user preferences or being similar to other users when performing big data analysis. It is a tool that is the key...

Apache Spark vs Hadoop Comparison Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Tools

Apache Spark vs Hadoop

Apache Spark vs Hadoop is an interesting comparison between two key technologies that are able to work with big data. One aspect for understanding a key difference of both relies in the fact that...

Spark Machine Learning Apache MLlib Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning Tool

Big Data Tools

Spark Machine Learning

Spark machine learning algorithms are implemented in the machine learning library (MLlib) of Apache Spark that is able to handle Big Data. It is a scalable and parallel machine learning library with a number...

SAAS Examples Software-As-A-Service CRM ERP Cloud Computing Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Tools

SAAS Examples

SAAS examples can be found in many application domains whereby SAAS stands for Software-As-A-Service. Examples of SAAS typically provide specialized application interfaces that enable users to focus on one particular domain of business or...

CUDA Programming Compute Unified Device Architecture NVIDEA GPU Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Tools

CUDA Programming

CUDA programming refers to the way of developing a program for the Compute Unified Device Architecture that is the computing engine in NVIDEA GPUs. CUDA has been used in many applications to accelerate computing...