Archives for December, 2020 - Page 4

29 Dec

Rethinking The Way We Do Machine Learning: An Engineering Perspective

image-18898
image-18898

Modern large-scale automation systems integrate thousands to hundreds of data points. Demands for more flexible reconfiguration of production systems and optimisation across different information models, standards and legacy systems challenge current system interoperability concepts. According to experts, this has become an increasingly important problem that needs to be addressed to fulfil these demands in a…

The post Rethinking The Way We Do Machine Learning: An Engineering Perspective appeared first on Analytics India Magazine.

29 Dec

Rethinking The Way We Do Machine Learning: An Engineering Perspective

image-18897
image-18897

Modern large-scale automation systems integrate thousands to hundreds of data points. Demands for more flexible reconfiguration of production systems and optimisation across different information models, standards and legacy systems challenge current system interoperability concepts. According to experts, this has become an increasingly important problem that needs to be addressed to fulfil these demands in a…

The post Rethinking The Way We Do Machine Learning: An Engineering Perspective appeared first on Analytics India Magazine.

29 Dec

Hands-on implementation of TF-IDF from scratch in Python

image-18894
image-18894

TF-IDF is a method which gives us a numerical weightage of words which reflects how important the particular word is to a document in a corpus. A corpus is a collection of documents. Tf is Term frequency, and IDF is Inverse document frequency. This method is often used for information retrieval and text mining.

The post Hands-on implementation of TF-IDF from scratch in Python appeared first on Analytics India Magazine.

29 Dec

Hands-on implementation of TF-IDF from scratch in Python

image-18893
image-18893

TF-IDF is a method which gives us a numerical weightage of words which reflects how important the particular word is to a document in a corpus. A corpus is a collection of documents. Tf is Term frequency, and IDF is Inverse document frequency. This method is often used for information retrieval and text mining.

The post Hands-on implementation of TF-IDF from scratch in Python appeared first on Analytics India Magazine.

29 Dec

A Complete Learning Path To Web Scraping (With All Major Tools)

image-18890
image-18890

The history of web scraping is very long; In 1989 the World Wide Web(WWW) was launched and after some years  World Wide Web Wanderer: The first Perl based web robot was created by Matthew Gray at MIT, the purpose of this web crawler is to measure the size of the World Wide Web. While the…

The post A Complete Learning Path To Web Scraping (With All Major Tools) appeared first on Analytics India Magazine.

29 Dec

Model Explainability Validates AI For Safety-Critical Systems, Says Prashant Rao, MathWorks India

The world has changed significantly since the industry tracked the AI trends for 2020, a year ago. While some industries have cut back on AI investment in the near term in the present scenario, others have increased their investment above what they had forecasted, offsetting the loss. Many are even using this time to invest…

The post Model Explainability Validates AI For Safety-Critical Systems, Says Prashant Rao, MathWorks India appeared first on Analytics India Magazine.

29 Dec

How This AI-Enabled Chatbot Radically Transformed Cancer Care Amid Pandemic

The critical industry that has been massively impacted by the pandemic is the healthcare sector; however, AI’s involvement has helped the industry weather the pandemic storm. The AI applications by companies bring back patients’ lives from the edge and improve diagnostics and treatment and help healthcare providers make informed decisions quickly. One such application has…

The post How This AI-Enabled Chatbot Radically Transformed Cancer Care Amid Pandemic appeared first on Analytics India Magazine.

28 Dec

Tesla To Enter Indian Electric Vehicle Market Starting From 2021, Confirms Nitin Gadkari

In the recent development, Nitin Gadkar, Union Minister for Road Transport and Highways told Indian Express that Tesla will soon start operations in India by early next year. This comes after there were reports of Tesla having exploratory discussions with the Karnataka government officials over the possibility of opening a research facility in Bengaluru.  Gadkari…

The post Tesla To Enter Indian Electric Vehicle Market Starting From 2021, Confirms Nitin Gadkari appeared first on Analytics India Magazine.

28 Dec

Tesla To Enter Indian Electric Vehicle Market Starting From 2021, Confirms Nitin Gadkari

In the recent development, Nitin Gadkar, Union Minister for Road Transport and Highways told Indian Express that Tesla will soon start operations in India by early next year. This comes after there were reports of Tesla having exploratory discussions with the Karnataka government officials over the possibility of opening a research facility in Bengaluru.  Gadkari…

The post Tesla To Enter Indian Electric Vehicle Market Starting From 2021, Confirms Nitin Gadkari appeared first on Analytics India Magazine.