Big Data Mining & Machine Learning

Author: www.big-data.tips

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

General Data

Movie Ratings

Movie ratings refers to data sets whereby users rate the movies they see in order to give advice to other users. They are available as a free dataset from the MovieLens web site that...

Product Recommendation Examples Google Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Analysis

Product Recommendation

Product recommendation is about predicting ratings of users and creating personalized recommendations for users for a wide variety of products like books, clothes, movies, videos, or songs. Today this is mostly done online when...

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...

Page Rank Search Engines Technique Google Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Analysis

Page Rank Technique

Page rank is a machine learning technique that increases the effectiveness of search engines and improve their efficiency. It is used to measure the importance of a page and to prioritize pages returned from...

Machine Learning Applications Examples Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Analysis

Machine Learning Applications

Machine learning applications can be found in a wide variety of application domains that take advantage of learning from big data. Applications in this area are given when the problem to be solved changed...

Speech Recognition Machine Learning Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning

Big Data Analysis

Speech Recognition

Speech recognition refers to the recognition of spoken speech in terms of converting the acoustic speech signal into an ASCII text. This acoustic speech signal can be considered as big data in many application...

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 Summit Apache Conference Meetup Big Data Tips Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Supervised Learning Tool

General Data

Spark Summit

A Spark summit is a great opportunity to explore and discuss a wide range of topics that are related to big data processing with Apache Spark. Participants include technology experts highlighting different Spark features...

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...