Ingesting Salesforce Data with AWS Glue For Predictive Analytics

AWS Glue is a fully managed extract, transform, and load (ETL) service. It helps individuals and organizations to move data from a wide range of data stores to the AWS cloud. Glue connects through JDBC (software component enabling connection) to Postgres, MySQL, Redshift, and Aurora databases. One can also use ... read more


Machine Learning vs. Traditional Programming Paradigm

When it comes to using computer to perform tasks on behalf of humans, we always need to give instructions to the computer in form of a computer program. Most programming frameworks are about breaking down the main task into composable problems. Traditional programming languages typically take data and (business or ... read more


Future Prospects of Machine Learning in Remote Sensing

Public and private organizations are equally excited about future prospects of machine learning (ML) and artificial intelligence (AI). Over last few years, we have been seeing so many success stories of machine learning applications in marketing, image classification, natural language processing (NLP). However, remote sensing is a field has not ... read more


Decision Trees - Predict by Asking Questions

Decision trees are one of the most used supervised learning algorithms. Though decision trees are very intuitive, data science consultants at Datalya often do get asked how decisions trees work. Decision trees predict the future outcome of a process by asking a series of dependent questions. Given historical data of ... read more


What is Machine Learning?

Machine learning is a branch of artificial intelligence (AI) and deals with how to make computers learn (model of relationships, reasoning and analogies) from experience so that computers can act in a smarter way without being explicitly programmed. Machine learning is an interdisciplinary field which borrows techniques and methods from ... read more


More blog posts