TensorFlow is developed by Google Brain and actively used at Google both for research and production needs. PyTorch is a cousin of lua-based Torch framework which is actively used at Facebook. PyTorch

If you are already familiar with the basics of DL and Machine Learning (ML), you can skip directly this entire post. But if you are new to this field, then the first few paragraphs are meant for you. As

There are 4 things to keep in mind when choosing or designing an algorithm for matrix computations:   Memory Use Speed Accuracy Scalability/Parallelization Often there will be trade-offs between these

You possibly guess it right – TEXT processing. How do we make computers to perform clustering, classification etc. on a text data since we know that they are generally inefficient at handling and processing

There are two types of people First outliers : They are an inspiration Second sampling errors : They need to be regularized.

“Feature engineering is another topic which doesn’t seem to merit any review papers or books, or even chapters in books, but it is absolutely vital to ML success. Much of the success of machine learning

I've been trying to declutter my life for the past few months. Watching youtube videos on minimalism frustrated me since the individuals putting out the videos were anything but minimalistic with their

The easiest way to think of relationship is to visualize them – idea that came first, largest one Artificial intelligence, then Machine learning – which blossomed later, and finally Deep Learning – which

D: data set: A collection of examples decision boundary: The separator between classes learned by a model in a binary class or multi-class classification problems. For example, in the following image

Word2Vec- We heard this buzz word in our Data Science world very frequently. While researching Word2Vec, I came across a lot of resources of varying usefulness. So though I’d share my collection of links

E.E.Cummings Wrote- "To be nobody but yourself in a world which is doing its best, night and day, to make you everyday but yourself." Means to fight the hardest battle which any human being can

Shame is a thing we are all afraid to talk about.. Though We all experience shame feeling in our life.. Less we talk about shame, the more control it has over our life.. Shame is full of fears of being

You possibly guess it right – TEXT processing. How do we make computers to perform clustering, classification etc. on a text data since we know that they are generally inefficient at handling and processing