Archives for July, 2020 - Page 34
Amazon recently announced the general availability of a developer tool powered by machine learning that provides intelligent recommendations for improving code quality known as CodeGuru. This tool works by identifying an application’s most expensive lines of code and helps in improving the quality of code. Software development is a long and systematic process. Developers write…
The post CodeGuru: Now Programmers Can Find Costly Code Using This ML Tool appeared first on Analytics India Magazine.
Amazon recently announced the general availability of a developer tool powered by machine learning that provides intelligent recommendations for improving code quality known as CodeGuru. This tool works by identifying an application’s most expensive lines of code and helps in improving the quality of code. Software development is a long and systematic process. Developers write…
The post CodeGuru: Now Programmers Can Find Costly Code Using This ML Tool appeared first on Analytics India Magazine.
In this article, we will demonstrate the multi-class text classification using TorchText that is a powerful Natural Language Processing library in PyTorch. For this classification, a model will be used that is composed of the EmbeddingBag layer and linear layer. The EmbeddingBag deals with the text entries with varying length by computing the mean value of the bag of embeddings. This model will be trained on the DBpedia dataset with texts belonging to the 14 classes. After successful training, the model will predict the class label for the input text.
The post Multi-Class Text Classification in PyTorch using TorchText appeared first on Analytics India Magazine.
Data science may have emerged as one of the most sought after jobs in recent years, but finding relevant candidates who not only have the requisite skills, but also sufficient experience and the right attitude has been a constant challenge for companies. Digital technology consulting company Brillio accepts another challenge when it comes to hiring…
The post What Is The Hiring Process For Data Scientists At Brillio? appeared first on Analytics India Magazine.
Data science may have emerged as one of the most sought after jobs in recent years, but finding relevant candidates who not only have the requisite skills, but also sufficient experience and the right attitude has been a constant challenge for companies. Digital technology consulting company Brillio accepts another challenge when it comes to hiring…
The post What Is The Hiring Process For Data Scientists At Brillio? appeared first on Analytics India Magazine.
As the COVID-19 unravelled itself, out of all the emerging technologies that have gained traction, artificial intelligence turned out to be one of the most transformative technologies to combat the crisis — not only to flatten the curve, but also to help businesses solve problems. In fact, according to a recent report, the AI market…
The post Will China Be Left Behind In The AI Race? appeared first on Analytics India Magazine.
MOOCs or Massive Open Online Courses for data science is one of the most preferred options to upskill and learn new technologies in this rapidly evolving industry. Not to confuse with online courses, MOOCs are more context-driven, and its dynamic building up of context around content makes it unique. Usually aimed at micro-learning, they are…
The post Are MOOCs A Sure Shot Way To Make A Career In Data Science Or Are They Merely Superficial appeared first on Analytics India Magazine.
According to researchers of Google, autonomous driving technology is expected to enable a wide range of applications that has the potential to save many human lives, ranging from robotaxis to self-driving trucks. As data is the fuel behind any intelligent machine, open-sourcing landmark and self-driving datasets not only accelerate the progress of autonomous driving research…
The post Top 5 Autonomous Driving Dataset Open-Sourced At CVPR 2020 appeared first on Analytics India Magazine.
The COVID crisis has skyrocketed the applications of artificial intelligence — from tackling this global pandemic, to being a vital tool in managing various business processes. Despite its benefits, AI has always been scrutinised for its ethical concerns like existing biases and privacy issues. However, this technology also has some significant sustainability issues – it…
The post How Having Bigger AI Models Can Have A Detrimental Impact On Environment appeared first on Analytics India Magazine.
The COVID crisis has skyrocketed the applications of artificial intelligence — from tackling this global pandemic, to being a vital tool in managing various business processes. Despite its benefits, AI has always been scrutinised for its ethical concerns like existing biases and privacy issues. However, this technology also has some significant sustainability issues – it…
The post How Having Bigger AI Models Can Have A Detrimental Impact On Environment appeared first on Analytics India Magazine.