Google’s AI research division this week open sourced GPipe, a library for efficiently training giant neural networks using pipeline parallelism. It was released under Lingvo, a TensorFlow framework for sequence modelling. “GPipe is a distributed machine learning library that uses synchronous stochastic gradient descent and pipeline parallelism for training, applicable to any DNN that consists of…
The post Google Open-Sources Deep Neural Network Training Library GPipe appeared first on Analytics India Magazine.
Does art stop being art once it is deprived of its human connection; its creator? Where can one draw the line? Should art created by non-human entities like AI be given the same stature as that of Picasso or Van Gogh? Questions such as these have surfaced ever since the advent of GANs. Artists like…
The post Making A Case For Art With GANs appeared first on Analytics India Magazine.
As one of the fastest growing and demand-driven industry, the oil and natural gas sector has witnessed tremendous expansion in terms of technological advancements. Despite the demand for cleaner energy sources, the natural gas continues to be preferred by a large number of countries with major governments and private players looking into emerging technologies like…
The post Five Ways AI & Advanced Analytics Is Used In The Oil & Gas Industry appeared first on Analytics India Magazine.
As one of the fastest growing and demand-driven industry, the oil and natural gas sector has witnessed tremendous expansion in terms of technological advancements. Despite the demand for cleaner energy sources, the natural gas continues to be preferred by a large number of countries with major governments and private players looking into emerging technologies like…
The post Five Ways AI & Advanced Analytics Is Used In The Oil & Gas Industry appeared first on Analytics India Magazine.
Smart grids have long since been one of the biggest future advancements city planners have looked forward to. The ability to harness big data coming from a multitude of sensors in the electric grid proves to be very useful for managing resources. This is useful especially in the utilities sector, where resources such as electricity…
The post Smart Grids Are Big Data & Analytics’ Next Use-Case In India appeared first on Analytics India Magazine.
Smart grids have long since been one of the biggest future advancements city planners have looked forward to. The ability to harness big data coming from a multitude of sensors in the electric grid proves to be very useful for managing resources. This is useful especially in the utilities sector, where resources such as electricity…
The post Smart Grids Are Big Data & Analytics’ Next Use-Case In India appeared first on Analytics India Magazine.
Integrated Development Environment (IDE) is crucial while coding for larger programming projects as they help in handling the code smoothly by providing syntax highlighting, auto-completion of code, tools debugging and other features. JavaScript is a dynamic language that also has gained prominence for backend development with Node.js. In this article, we list down 10 top…
The post 10 Popular JS IDEs Java Developers Can Use appeared first on Analytics India Magazine.
Why Data Centre Modernization Is Crucial For Implementing An Advanced Analytics & AI Strategy
Data, as we know it today, is not just a piece of information, it is what fuels most of the industries in the world. Data has become an important tool for determining success and has become a strategic asset. But what happens when there is too much data, too much that it can no more…
The post Why Data Centre Modernization Is Crucial For Implementing An Advanced Analytics & AI Strategy appeared first on Analytics India Magazine.
Analytics India Magazine’s hackathon platform MachineHack, has come up with a new and challenging hackathon for data science enthusiasts. The new hackathon challenge is called Predict The Flight Ticket Price Hackathon, and the MachineHack users will have to predict a flight’s ticket prices based on the data given. The winners of the hackathon will win…
The post MachineHack Data Science Challenge: Apply Machine Learning Skills to Predict Flight Prices And Get Invited To India’s Most Influential ML & Analytics Conference appeared first on Analytics India Magazine.
Analytics India Magazine’s hackathon platform MachineHack, has come up with a new and challenging hackathon for data science enthusiasts. The new hackathon challenge is called Predict The Flight Ticket Price Hackathon, and the MachineHack users will have to predict a flight’s ticket prices based on the data given. The winners of the hackathon will win…
The post MachineHack Data Science Challenge: Apply Machine Learning Skills to Predict Flight Prices And Get Invited To India’s Most Influential ML & Analytics Conference appeared first on Analytics India Magazine.