We have seen some technologies in big data now we will look at the major vendors that make up the Big Data market. Major vendors in Hadoop There are numbers of vendors in Hadoop Distribution. Cloudera Hortonworks (HCatalog: Hive/Pig/MR Interop) MapR (Network File System replaces HDFS) IBM InfoSphere BigInsights Microsoft Hadoop and Cloud Computing Amazon […]
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What are some technologies in Big Data
MapReduce is an algorithm approach to deal with Big Data. It is developed inside of Google and then Google published a paper to share the nuances of that approach with the rest of the industry. Open source movements then kind of hovered around MapReduce and Hadoop is the open source implementation of Google’s MapReduce. We […]
How to define a Big Data
In the last post, we have seen what factors have given rise to the big data. In this post, we will see how we can exactly define big data. There are multiple ways in which Big Data can be defined and this is based on certain factors. Let’s look at them one by one. Size […]
What has given Rise to Big Data
There are some factors that have given rise to Big Data. Let’s look at them one by one. Cheap Hardware – Today, There is a vast reduction in the cost of storage, disk drives have become much cheaper recently. This is a big difference from data analysis technologies and marketplaces even recently that focused much more […]
In dept Introduction of Big Data
There are several definitions of Big Data. We will look at them in the next part. But before we need to understand where this Big Data come from. What are the sources of Big Data? We’ll look at them one by one below. Internet – Internet plays a very big role in proving Big Data. Emails, […]
Where We Can Make Use of Machine Learning
We have seen Pattern Recognition in machine learning. Now, let’s look at some machine learning example to illustrate better. Identifying Credit Card Fraud Suppose you have credit card customer who is supplying their credit detail to Payment application in the grocery store. The challenge is to work out which of that transaction application should reject […]
What is Pattern Recognition in Machine Learning
What does it mean to learn? Until now, we understood why machine learning is very important. To understand this we need to know how did we learn to read? Well, it requires following things. Pattern Identification – For the reading purpose we first identify letters and then we look at the pattern of letters together […]
Why Machine Learning is Really Important
Why Machine Learning so hot right now? There are several reasons a big one is doing machine learning well requires : Lots of Data – We have lots of data as we live in the Big Data era. We should know how to process it for our benefit. Lots of Compute Power – We have lots […]
How Machine Learning Process Works
Understanding machine learning is nothing but an understanding Machine learning process. In the last post, we have seen some machine learning concepts now we will look at how exactly the machine learning process works. Iterative – In Machine Learning process you repeat things in both big and small ways Challenging – It is very rare […]
What are Some Machine Learning Concepts
The thing which we now need to understand is walk through some terminology. Like most fields machine learning has its own unique jargon which we need to understand. Types of Machine Learning Before we understand machine learning types we must understand what is called Training Data. Training Data is nothing but preparing data that can […]