Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)
ArticleVideo Book Introduction Neural networks have been around since the last century but in the last decade, they have reshaped how we see the …
Automatic Image Captioning using Deep Learning (CNN and LSTM) in PyTorch
ArticleVideo Book Introduction Deep Learning is a very rampant field right now – with so many applications coming out day by day. And the …
Essentials of Deep Learning: Visualizing Convolutional Neural Networks in Python
ArticleVideo Book Introduction One of the most debated topics in deep learning is how to interpret and understand a trained model – particularly in …
Essentials of Deep Learning – Sequence to Sequence modelling with Attention (using python)
ArticleVideo Book Introduction Deep Learning at scale is disrupting many industries by creating chatbots and bots never seen before. On the other hand, a …
An Introduction to PyTorch – A Simple yet Powerful Deep Learning Library
ArticleVideo Book Introduction Every once in a while, a python library is developed that has the potential of changing the landscape in the field …
Learn Audio Beat Tracking for Music Information Retrieval (with Python codes)
ArticleVideo Book Introduction Music is all around us. Whenever we hear any music that connects to our heart and mind – we lose ourselves …
10 Audio Processing Tasks to get you started with Deep Learning Applications (with Case Studies)
ArticleVideo Book Introduction Imagine a world where machines understand what you want and how you are feeling when you call at a customer care …
Key Highlights in Data Science / Deep Learning / Machine Learning 2017 and What can we Expect in 2018?
ArticleVideo Book Introduction 2017 has been a really exciting year for a data science professional. This is pretty evident from the new technologies that …
Heart Sound Segmentation using Deep Learning – A doctor in making?
ArticleVideo Book Introduction The idea of doing a project on heart sound segmentation came from a recent breakthrough I heard over the internet. One …
25 Questions to test a Data Scientist on Image Processing
ArticleVideo Book Introduction Extracting useful information from unstructured data has always been a topic of huge interest in the research community. One such example …
