Samsamia Technologies was a new communication channel between fashion brands and customers. We developed a search engine for fashion products that allows a smartphone user to find the piece of clothing he or she desires just by taking a picture and buy it instantaneously. In this postmortem, I explain how I built the company, what were the mistakes I made that led to its collapse and what are the learnings I got from it.
AI is one of the technologies that could revolutionize the world, some people call it the electricity of the twenty first century. Researchers and professionals need to be aware of the ethical and social implications this technology poses. We are responsible for making robots and AI systems that help and empower humanity.
Do you want to make millions in the stock market using Deep Learning? This post will not answer that question, but it will show how you can use an LSTM to predict stock prices with Keras, which is cool, right?
A recommendation system seeks to understand the user preferences with the objective of recommending items. In this post, we provide an overview of recommendation system techniques and explain how to use a deep autoencoder to create a recommendation system.
Transfer Learning is expected to be the next driver of Machine Learning commercial success in Image Classification. Reutilizing deep networks is impacting both research and industry. In this post, we explain what is Transfer Learning and when to use its different strategies. The post is accompanied by code in PyTorch performing experiments in several datasets.