Archives for mathematics - Page 2

26 Jul

Google Researchers Explore A New Paradigm For Partial Differential Equations With Machine Learning

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image-6081

What’s common with predicting climate change and simulating nuclear fusion reactors? These tasks are modelled on a system of very famous mathematical equations — partial differential equations (PDE). PDEs are the class of equations which describe everything smooth and continuous in the physical world, and the most common class of simulation problems in science and…

The post Google Researchers Explore A New Paradigm For Partial Differential Equations With Machine Learning appeared first on Analytics India Magazine.

23 Nov

PyTorch vs Keras: Who Suits You The Best

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image-1035

PyTorch and Keras are both very powerful open-source tools in Deep Learning framework. Usually, beginners struggle to decide which framework to work with when it comes to starting a new project. According to a recent survey by KDnuggets, Keras and Python emerged as the two fastest growing tools in data science. Here is a step-by-step…

The post PyTorch vs Keras: Who Suits You The Best appeared first on Analytics India Magazine.

06 Nov

Whoever Said Machine Learning Is All About Statistics Is Wrong

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image-786

It is often said that machine learning requires a strong background in statistics. While it is true that statistics is a must for ML engineers, but machine learning itself is not only about statistics. A machine learning expert requires a basic understanding of statistics and that is because of the the data. Statistics is a…

The post Whoever Said Machine Learning Is All About Statistics Is Wrong appeared first on Analytics India Magazine.

06 Nov

Whoever Said Machine Learning Is All About Statistics Is Wrong

image-787
image-787

It is often said that machine learning requires a strong background in statistics. While it is true that statistics is a must for ML engineers, but machine learning itself is not only about statistics. A machine learning expert requires a basic understanding of statistics and that is because of the the data. Statistics is a…

The post Whoever Said Machine Learning Is All About Statistics Is Wrong appeared first on Analytics India Magazine.