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Deep Learning and Neural Networks in PyTorch for Beginners [Video]

More Information
Learn
  • You will learn the PyTorch fundamentals
  • You will find out how to code a deep neural network in Python
  • You will come to know what learning in neural networks means
  • You will be able to code a convolutional neural network in Python
  • If you have taken my neural networks in TensorFlow course you can compare both frameworks (TensorFlow and PyTorch)
About

Artificial intelligence (AI) is the hottest topic currently out there, there's no doubt about that. This is the future. Neural networks in particular have seen a lot of attention and they will be used everywhere -self driving cars, predictions in finance and sales forecasts - everywhere and across all industries. To be successful in the working world of tomorrow we have to expose ourselves to this interesting topic - and from the author's personal experience - coding your own neural network is the best way to understand how they work. Besides TensorFlow there is a new very interesting deep learning framework which is developed by Facebook - PyTorch. A challenge? Indeed. But together we can do it. Excited? I hope so. See you in the first lecture. Let's get into it.

Style and Approach

The goal of this course is to become familiar with this framework and create your own deep neural networks - a multi-layer perceptron and a convolutional neural network for image classification.

Features
  • Requires only basic knowledge in Python and Math
  • It's a beginner's course but experience with neural networks is certainly an advantage
Course Length 2 hours 8 minutes
ISBN9781789536249
Date Of Publication 20 Jun 2018

Authors

Daniel We

Daniel We is a 29 year old entrepreneur, data scientist and data analytics / visual analytics consultant. He holds a master degree and is certified in Power BI as well as a Qualified Associate in Tableau software. He is currently working in the business intelligence field and helps major companies to get key insights from their data to deliver long term growth and outpace their competitors. He is committed to supporting other people by offering them educational services to help them accomplish their goals and become the best in their profession or explore a new career path.