AI/ML

AI/ML related articles

What is DataRobot?

 

With its adaptability to real time events and data sorting capabilities, DataRobot has become a popular software tool used by data analysts, data scientists, and software developers. This highly innovative tool makes data manipulation and modeling time efficient and simple. The Data centric pipelines offer easy manipulation and flexibility when creating machine learning models. DataRobot allows the user to build various types of models for each AI use case, compare them based on accuracy, and provide recommendations for the best fit model.

 

This is an example of the use case for issuing loans. The data included in this set is comprised of categories such as homeownership, line of credit, annual income… etc. Once the data is loaded, the user must run a data quality assessment to find the outliers and identify any target leakage from the data set. Once the target leakage is detected, the […]

Databricks

A massive amount of data is being produced (estimated 2.5+ quintillion bytes/daily) by different sources like social media platforms, websites, IoT devices, corporate databases and many more. Millions of users are connected 24/7/365 sharing information, uploading images and videos in social media platforms or any other websites/databases. So the question arises how this huge amount of data can be managed and leveraged for business decisions. That’s when Databricks comes into picture.

Databricks is an unified data analytics platform for data engineering, data science, machine learning and analytics. It allows business analysts, data engineers to build models & ETL pipelines, and deploy business process workflows using their platform. Apache Spark is the core of Databricks which is widely used in the industry for developing big data projects. Databricks is available as a service in Microsoft Azure, Amazon Web Services and Google Cloud Platform.

 

Big Data

In the modern world, data is much larger and complex. […]

Microsoft Azure AI Platform

AI being among the relatively primitive technologies, that most of the advance AI services out there are so end-to-end connected, that the end users sometimes don’t even realize that there is AI in process. There are so few options out there that provide a platform for the end user to implement AI for a custom purpose. Microsoft offers a few services in the AI field for all ranges of users (entry-level to advance), with Microsoft Azure Machine Learning Studio being the core product, it offers several services like Cognitive Services, Azure Bot Service, Azure Cognitive Search and Data Science Virtual Machines. Let us look at Microsoft Azure Machine Learning Studio, and Data Science Virtual Machines in more detail. 

 

Microsoft Azure Machine Learning Studio 

Microsoft Machine Learning Studio is a very intuitive and caters to the needs of people of various skill levels. It is a very beginner […]