Data Science is everyone’s word of the mouth in the current analytical eco-space. The study of Data Science which encompasses various subjects like Machine Learning, Deep Learning, Artificial Intelligence, Natural Language Processing, and so on has made tremendous...
Visualize AWS Cost and Usage Data Using Amazon Athena and QuickSight
Introduction One of the major reasons organizations migrate to the AWS cloud is to gain the elasticity that can grow and shrink on demand, allowing them to pay only for resources they use. But the freedom to provide on-demand resources can sometimes lead to very high...
How to Install and Run Hadoop on Windows for Beginners
Introduction Hadoop is a software framework from Apache Software Foundation that is used to store and process Big Data. It has two main components; Hadoop Distributed File System (HDFS), its storage system and MapReduce, is its data processing framework. Hadoop has...
The key Difference Between a Data Warehouse and Data lake
Introduction Enterprises have long relied on BI to help them move their businesses forward. Years ago, translating BI into actionable information required the help of data experts. Today, technology supports BI which is accessible to people at all levels of an...
An Introduction to Python Virtual Environment
Data Science, Machine Learning, Deep Learning, and Artificial Intelligence are some of the most heard about buzzwords in the modern analytical eco-space. The exponential growth of technology in this regard has simplified our lives and made us more machine dependent....
What is Data Lake and How to Improve Data Lake Quality
Introduction Building data pipelines is a core component of data science at a startup. In order to build data products, you need to be able to collect data points from millions of users and process the results in near real-time. Today, many organizations nowadays are...
Use Amazon Glue Component to Store Metadeta
Introduction Amazon Web Services (AWS) was the first significant player to offer reasonably priced cloud infrastructure and services, and it continues to be the single largest vendor in the cloud market. With AWS, businesses have access to extremely durable storage,...
How to Discover and Classify Metadata using Apache Atlas on Amazon EMR
Introduction The boundaries of the enterprise are becoming diffused. You have data on the network, on the endpoint, and on the cloud. Enabling visibility into your data flows is a critical first step to understanding which data is at risk for theft or misuse. You need...
Prediction of Customer Churn with Machine Learning
Machine Learning is the word of the mouth for everyone involved in the analytics world. Gone are those days of the traditional manual approach of taking key business decisions. Machine Learning is the future and is here to stay. However, the term Machine Learning is...
The Upcoming Revolution in Predictive Analytics (And Data Science)
The Next Generation of Data Science Quite literally, I am stunned. I have just completed my survey of data (from articles, blogs, white papers, university websites, curated tech websites, and research papers all available online) about predictive analytics. And I have...