Zara  Bryant

Zara Bryant

1626227713

PyTorch Fundamentals in Microsoft Learn

Do you want to get familiar with machine learning frameworks like PyTorch? Check out the newly released PyTorch Fundamentals learning path featuring Jupyter notebook support in Microsoft Learn - and come get your questions answered with one of the creators of the learning path- Dmitry Soshnikov, Professor Amir Pourabdollah, and our Microsoft Student Ambassadors.

Dive into more on Microsoft Learn: https://aka.ms/PyTorchATELearn

Check out more episodes on demand: https://aka.ms/ATEonLearnTV

#pytorch #microsoft #python #data-science

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PyTorch Fundamentals in Microsoft Learn
Michael  Hamill

Michael Hamill

1617731160

Microsoft Is Going Big On Reinforcement Learning. Here’s How

When it comes to research in new-age technologies, Microsoft has been striving hard to stay ahead of its competitors. From recommendations to gaming, the tech giant has been using popular techniques like reinforcement learning to create efficient products for customers that match their interests.

The foundational work in reinforcement learning (RL) started back in 1992, in which the researchers worked on Simple Statistical Gradient. This year, the tech giant has made significant contributions in the ongoing AI conference known as NeurIPS 2020. The three key research areas that are being focussed this year include batch reinforcement learning; a strategic exploration that has given rich observations; and representation learning.

#microsoft #microsoft research #microsoft research lab #reinforcement learning #reinforcement learning environment #reinforcement learning systems

PyTorch For Deep Learning 

What is Pytorch ?

Pytorch is a Deep Learning Library Devoloped by Facebook. it can be used for various purposes such as Natural Language Processing , Computer Vision, etc

Prerequisites

Python, Numpy, Pandas and Matplotlib

Tensor Basics

What is a tensor ?

A Tensor is a n-dimensional array of elements. In pytorch, everything is a defined as a tensor.

#pytorch #pytorch-tutorial #pytorch-course #deep-learning-course #deep-learning

Jaimin Bhavsar

Jaimin Bhavsar

1611704640

Deep Learning Fundamentals with PyTorch | Machine Learning Essentials

In this video, Seth Juarez, Principal Cloud Developer Advocate at Microsoft, displays how to use PyTorch to solve a simple image classification problem.

#deep-learning #machine-learning #pytorch #developer #python

Zara  Bryant

Zara Bryant

1626227713

PyTorch Fundamentals in Microsoft Learn

Do you want to get familiar with machine learning frameworks like PyTorch? Check out the newly released PyTorch Fundamentals learning path featuring Jupyter notebook support in Microsoft Learn - and come get your questions answered with one of the creators of the learning path- Dmitry Soshnikov, Professor Amir Pourabdollah, and our Microsoft Student Ambassadors.

Dive into more on Microsoft Learn: https://aka.ms/PyTorchATELearn

Check out more episodes on demand: https://aka.ms/ATEonLearnTV

#pytorch #microsoft #python #data-science

Jerad  Bailey

Jerad Bailey

1598891580

Google Reveals "What is being Transferred” in Transfer Learning

Recently, researchers from Google proposed the solution of a very fundamental question in the machine learning community — What is being transferred in Transfer Learning? They explained various tools and analyses to address the fundamental question.

The ability to transfer the domain knowledge of one machine in which it is trained on to another where the data is usually scarce is one of the desired capabilities for machines. Researchers around the globe have been using transfer learning in various deep learning applications, including object detection, image classification, medical imaging tasks, among others.

#developers corner #learn transfer learning #machine learning #transfer learning #transfer learning methods #transfer learning resources