#machine-learning

Articles tagged with #machine-learning

Understanding current AI industry expectation
1. The Past Expectation It is vital to understand the past responsibility to adapt to the current expectation of the industry. The AI space was still relatively new (though not in academics) and many companies, startups were analyzing its applicati...
May 23, 20214 min read137
A complete guide to building a Docker Image serving a Machine learning system in Production
A complete step-by-step guide for building a Docker image (GPU or CPU) along with explaining all best practices that should be followed which will be
Feb 12, 202110 min read266
Working with Hugging Face Transformers and TF 2.0
Models based on Transformers are the current sensation of the world of NLP. Hugging Face’s Transformers library provides all SOTA models (like BERT, GPT2, RoBERTa, etc) to be used with TF 2.0 and this blog aims to show its interface and APIs 0. Disc...
Apr 24, 20208 min read308
Build a Custom ResNetV2 with the desired depth
This tutorial will help you to build a ResNet model with any desired no of depth/layer from scratch ResNet has been always one of my favourite architecture and I have used its core idea of skip connection many times. It is now fairly old as both Res...
Apr 5, 20207 min read120
MLOps: The Upcoming Shining Star
The right path to building a full-stack machine learning system. MLOps is the new emerging practice to streamline managing the ML lifecycle.
Jan 11, 20207 min read108

#machine-learning - import idea - Because it's just an idea that all you need 💡