Archives for libraries
A comparison of base functions and libraries. Which is the developer's preferred option?
The post Base Functions or Libraries: What Should Data Scientists Prefer? appeared first on Analytics India Magazine.
LazyPredict is an open-source python library that helps you to semi-automate your Machine Learning Task. It can build multiple models without writing much code and helps understand which models work better for the processed dataset without requiring any parameter tuning.
The post Visualizing and Comparing ML Models Using LazyPredict appeared first on Analytics India Magazine.
Frameworks and libraries can be said as the fundamental building blocks when developers build software or applications. These tools help in opting out the repetitive tasks as well as reduce the amount of code that the developers need to write for a particular software. Recently, the Stack Overflow Developer Survey 2020 surveyed nearly 65,000 developers,…
The post Top 12 Most Used Tools By Developers In 2020 appeared first on Analytics India Magazine.
“GANs and the variations are the most interesting idea in the last 10 years in ML.” Yann Lecun The potential of Generative Adversarial Networks (GANs) was already witnessed at the Sotheby’s auction, a couple of years ago when the painting titled Edmond de Belamy, from La Famille de Belamy was sold for a whopping $432,500,…
The post Top Libraries For Quick Implementation Of GANs appeared first on Analytics India Magazine.
Federated Learning was introduced to collaboratively learn a shared prediction model while keeping all the training data on the device. This enabled machine learning developers to build pipelines that wouldn’t require to store the data in the cloud. The main drivers behind FL are privacy and confidentiality concerns, regulatory compliance requirements, as well as the…
The post Top 10 Coding Tools For Federated Learning appeared first on Analytics India Magazine.
At the recently-concluded Supercomputing 2019 event, Intel made its vision for AI loud and clear. The unveiling of oneAPI and a lot of talk about the convergence of high-performance computing (HPC) and artificial intelligence, along with building foundations of exascale computing were key takeaways from the event. Intel’s ambitions to have a unified programming model…
The post Intel Unveils oneAPI: What Is It? appeared first on Analytics India Magazine.
There is no conflict that Linux is a better option than Windows for programmers. But in this article, we will talk about which of the two operating systems is better for the role of a data scientist. 1. Speed 90% of the world’s fastest supercomputers run on Linux, compared to the 1% on Windows. The…
The post Linux Vs Windows: Which Is The Best OS For Data Scientists? appeared first on Analytics India Magazine.