Archives for June, 2020 - Page 5
Ever since Android first came into existence in 2008, it has become the world’s biggest mobile platform in terms of popularity and number of users. Over the years, Android developers have built advances in machine learning, features like on-device speech recognition, real-time video interactiveness, and real-time enhancements when taking a photo/selfie. In addition, image recognition with…
The post Tools For Building Machine Learning Models On Android appeared first on Analytics India Magazine.
As some offices cautiously reopen and resume work, employees are finding themselves in an altered workplace. While tangible measures to enforce social distancing protocols have become a fixture across offices, the fact that fewer employees remain to join work post the lockdown is not lost on anyone. The uncertainty caused by the Covid-19 pandemic has…
The post Is Landing A Data Science Job Amid Covid-19 Challenging? Companies Weigh In appeared first on Analytics India Magazine.
“Machine learning does not have a built-in mechanism for investigating or discussing the social and political merits of its outputs.” Two thousand two hundred twelve expert researchers and practitioners across a variety of technical, scientific, and humanistic fields, including statistics, machine learning and artificial intelligence, law, sociology, history, communication studies and anthropology have joined hands…
The post Springer Nature Asked Not To Publish A Deep Learning Paper; The Publisher Concedes appeared first on Analytics India Magazine.
The Linux Foundation, the nonprofit organization enabling mass innovation through open source, today announced that MLflow, an open source machine learning (ML) platform created by Databricks, will join the Linux Foundation. Since its introduction at Spark + AI Summit two years ago, MLflow has experienced impressive community engagement from over 200 contributors and is downloaded…
The post ML Platform From Databricks – MLflow Joins The Linux Foundation appeared first on Analytics India Magazine.
In this article, we will train the machine learning classifier on Employment Scam Aegean Dataset (EMSCAD) to identify the fake job advertisements. First, we will visualize the insights from the fake and real job advertisement and then we will use the Support Vector Classifier in this task which will predict the real and fraudulent class labels for the job advertisements after successful training. Finally, we will evaluate the performance of our classifier using several evaluation metrics.
The post Classifying Fake and Real Job Advertisements using Machine Learning appeared first on Analytics India Magazine.
Recently, Data Version Control 1.0 was released that claims to bring agility, reproducibility as well as collaboration into the existing data science workflow. Data Version Control or DVC is an open-source tool which works as version control for data science and machine learning projects. After 3 long years of planning to finalise the requirements for…
The post Data Version Control 1.0 Released – Storage Agnostic, Git Compatible, And Much More appeared first on Analytics India Magazine.
“The bill for miscommunication always comes due” James Clear Turing awardee Yann LeCun unintentionally sparked up a debate on the role of bias in machine learning with a single tweet. A paper called PULSE made the rounds last week, thanks to the CVPR conference. It was used to demonstrate how a machine learning model could…
The post Machines Are Indifferent, We Are Not: Yann LeCun’s Tweet Sparks ML Bias Debate appeared first on Analytics India Magazine.
Understanding what will draw a data scientist to a company is important when hiring the right talent. As companies reopen offices and resume work, major restructuring exercises may be on the cards for many. From streamlining certain operations to exploring new ways of conducting business functions, companies are increasingly relying on their analytics capabilities to…
The post How Companies Can Attract & Retain Right Data Science Talent appeared first on Analytics India Magazine.
COVID-19 pandemic has not only disrupted businesses and their continuity but also challenged the core workings of companies. With enterprises looking to create applications to enhance their processes and improve customer experience, many are relying on low-code or no-code platforms due to their inability to hire experienced programmers, developers and software engineers to build applications,…
The post Can No-Code Platforms Act As A Threat For Developers In The Post-COVID World? appeared first on Analytics India Magazine.
COVID-19 pandemic has not only disrupted businesses and their continuity but also challenged the core workings of companies. With enterprises looking to create applications to enhance their processes and improve customer experience, many are relying on low-code or no-code platforms due to their inability to hire experienced programmers, developers and software engineers to build applications,…
The post Can No-Code Platforms Act As A Threat For Developers In The Post-COVID World? appeared first on Analytics India Magazine.