Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators

Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators

Lex Fridman lands another top notch interview. Chris Lattner is a senior director at Google working on several projects including CPU, GPU, TPU accelerators for... Details
Can Uber’s Ludwig help the use of deep learning without code?

Can Uber’s Ludwig Apply Deep Learning Without Code?

Deep Learning has enabled all sorts of innovations, but what would happen if more people (ie. non developers & ML engineers) had access to this... Details
TensorFlow Vs PyTorch: Top 10 Differences Between The Two ML Libraries

TensorFlow vs PyTorch: Top 10 Differences

This article from Analytics India Magazine lists 10 comparisons between the two top deep learning frameworks: PyTorch and TensorFlow. Libraries play an important role when... Details
Forward Propagation Explained

Forward Propagation Explained

In this video, deeplizard shows how to use a convolutional neural network (CNN) to generate an output prediction tensor from a sample image of a... Details
Is Deep Learning Just Neural Networks on Steroids?

Is Deep Learning Just Neural Networks on Steroids?

Here's an interesting and skeptical walk through of neural networks vs deep neural networks and what, if anything, makes them different. Here's an  excerpt: The... Details
Reinforcement Learning: Track to true Artificial Intelligence

Reinforcement Learning: Track to True Artificial Intelligence

Here's an insightful blog post on the future of RL (reinforcement learning): Deep RL and why it's going to be revolutionary. Until few years back,... Details
PyTorch CNN Forward Method

PyTorch CNN Forward Method

Here’s a great video on how to implement the forward method for a convolutional neural network (CNN) in PyTorch. Details

How Do Open Source Deep Learning Frameworks Stack Up?

As the popularity of AI and deep learning increases,  the popularity of the various deep learning frameworks and libraries also increase in popularity and in... Details
Neural style transfer

Neural Style Transfer

Here's a great tutorial that uses deep learning to compose one image in the style of another image. If you've ever wished that you could... Details
Top Deep Learning Interview Questions You Must Know

Top Deep Learning Interview Questions You Must Know

Data Scientist was the hottest job title of the last few years. Recently, a new challenger has risen to top of the heap: Machine Learning... Details