Archives for November, 2020 - Page 28
A 2019 study coined a very interesting term — ‘the Cinderella complex’. The authors of this study analysed 7226 books, 6000 movie synopsis, and 1,100 movie scripts and found that the words used to associate with the male and female characters reeked of gender bias. The lives of the male characters were adventure and aspiration-oriented,…
The post This AI Tool Corrects Gender Bias In Portrayal Of Females In Movies appeared first on Analytics India Magazine.
In this article, I’ll discuss the features of PandasGUI and demonstrate the operations that it can perform on Pandas DataFrames.
The post Complete Guide to PandasGUI For DataFrame Operations appeared first on Analytics India Magazine.
MachineHack successfully concluded Embold’s Hackathon — GitHub Bugs Prediction Challenge — on 18th October 2020, where the participants were asked to predict bugs on the GitHub titles and text body. The emboldened hackathon was greatly welcomed by data scientists with active participation from close to 500 practitioners. In this hackathon, organised in partnership with Embold,…
The post How These Winners Cracked The GitHub Bugs Prediction Hackathon appeared first on Analytics India Magazine.
Recently, the researchers at Amazon introduced an optimal subset of the popular BERT architecture for neural architecture search. This smaller version of BERT is known as BORT and is able to be pre-trained in 288 GPU hours, which is 1.2% of the time required to pre-train the highest-performing BERT parametric architectural variant, RoBERTa-large. Since its…
The post This New BERT Is Way Faster & Smaller Than The Original appeared first on Analytics India Magazine.
Language modelling is the speciality of deciding the likelihood of a succession of words. These are useful in many different Natural Language Processing applications like Machine translator, Speech recognition, Optical character recognition and many more.In recent times language models depend on neural networks, they anticipate precisely a word in a sentence dependent on encompassing words. However, in this project, we will discuss the most classic of language models: the n-gram models.
The post Complete Guide on Language Modelling: Unigram Using Python appeared first on Analytics India Magazine.
The COVID pandemic has accelerated the technology adoption, and many businesses are riding on a digital transformation journey. AI and analytics are playing a critical role in driving these innovations leading the companies towards a new normal in the post COVID world. With the changing needs of the businesses and uncertainties that prevail around, the…
The post Top Emerging Trends In AI & ML To Watch Out For In The Post COVID World appeared first on Analytics India Magazine.
Intel has announced that the company is planning to acquire a San Francisco-based software optimisation startup — SigOpt. The company further stated that the terms of the deal are expected to close this quarter, however, weren’t disclosed to the media. According to the company’s statement to the media, Intel is planning to leverage SigOpt’s technologies…
The post Intel To Purchase SigOpt, An AI Software Optimisation Platform appeared first on Analytics India Magazine.
After working on the model building, the next step in the machine learning life cycle is usually the deployment in the real-world scenario to perform actionable tasks. In most cases, the model is deployed via the web interfaces, android apps, or IoT. Where the website deployment requires a lot of extra effort to set up…
The post Deploying Machine Learning Models In Android Apps Using Python appeared first on Analytics India Magazine.
Several countries, no matter how powerful and wealthy, have been struggling with the striking imbalance between the number of organ donors and the number of recipients. And the needle, unfortunately, leans towards the latter, meaning there are far more people who need organ transplants than the number of donors available. For example, the USA, as…
The post How Deep Learning Plays An Important Role In Organ Transplantation? appeared first on Analytics India Magazine.
Financial Institutions rely on credit risk scores to make various lending decisions for unsecured credit, such as loan approval, interest charges, repayment tenure, among others. However, only 25% of the Indian population has a credit history, hence access to formal lending. While this may be of help for the larger banks and financial institutions, small…
The post Using AI/ML To Identify Opportunities & Challenges With Credit Risk Scoring appeared first on Analytics India Magazine.