Archives for tabular data

04 Jun

Databricks Acquires Data Management Startup Tabular for Over $1 Billion

The acquisition of Tabular follows that of Arcion for $100 million and MosaicML for $1.3 billion in 2023 and Okera in 2023, to expand its capabilities in data management, AI, and security.

The post Databricks Acquires Data Management Startup Tabular for Over $1 Billion appeared first on AIM.

02 Jan

A Hands-On Guide to Outlier Detection with Alibi Detect

Vijaysinh Lendave Abili detect

The detection of dataset elements that differ significantly from the majority of instances is known as outlier detection. There are various visualization methods and statistical tests, such as z-test, Grubb's test and other algorithms used to detect them.

02 Jan

A Hands-On Guide to Outlier Detection with Alibi Detect

Vijaysinh Lendave Abili detect

21 Dec

How to Handle Tabular Data for Deep Learning Using PyTorch Tabular?

Vijaysinh Lendave artificial intelligence

PyTorch Tabular is a framework for deep learning using tabular data that aims to make it simple and accessible to both real-world applications and academics. The following are the design principles for the library:

06 Oct

A Guide to Using AutoGluon for Automating Machine Learning Tasks

Vijaysinh Lendave amazon

AutoGluon, an open-source tool from AWS which is easily available to everyone, facilitates a variety of AutoML (Automated Machine Learning) tasks.

29 Jul

How To Create Interactive Public Dashboards And Storylines In Tableau?

Vijaysinh Lendave big data

An increase in data analytics and data integration has made way for more specialized visual analytical tools. Typically files like excel spreadsheets are very good with analytics and visualization, but it has limitations like it can not handle big data, which is our main concern. On the other hand, specialised software leverages easy operation on both static and dynamic data, computational speed, self-service function, and interactive visualization facilitate users to pull up a report or dashboard or storyline and freely deep dive to granular levels of information.

The post How To Create Interactive Public Dashboards And Storylines In Tableau? appeared first on Analytics India Magazine.

18 Jun

Deep Learning, XGBoost, Or Both: What Works Best For Tabular Data?

Ram Sagar deep learning for tabular data

When asked about his approach to data science problems, Sergey Yurgenson, the Director of data science at DataRobot, said he would begin by creating a benchmark model using Random Forests or XGBoost with minimal feature engineering. A neurobiologist (Harvard) by training, Sergey and his peers on Kaggle have used XGBoost(extreme gradient boosting), a gradient boosting…

The post Deep Learning, XGBoost, Or Both: What Works Best For Tabular Data? appeared first on Analytics India Magazine.

30 Oct

How To Use Deep Learning For Tabular Data

Ambika Choudhury deep learning

“Never overlook a Kaggle competition when it doesn’t award prizes/ranking, it may have even more interesting stuff (like xDeepFM) for you.”- Luca Massaron, Senior Data Scientist and Kaggle Master. The session “Deep Learning For Tabular Data” was presented at the DLDC 2020, also known as the Deep Learning DevCon 2020 by Luca Massaron, who is…

The post How To Use Deep Learning For Tabular Data appeared first on Analytics India Magazine.

30 Oct

How To Use Deep Learning For Tabular Data

Ambika Choudhury deep learning

The post How To Use Deep Learning For Tabular Data appeared first on Analytics India Magazine.