Tag: ai, artificial intelligence
Motivating AI-102: Azure AI Engineer Associate
I have had the privilege of taking all Data Science/AI/ML related certifications from Microsoft. Be it AI-900 Azure AI Fundamentals or DP-100 Azure Data Scientist...
Will Generative AI replace Artists?
Ever since the emergence of AI, there has been a fear that it will replace humans. Right from a cobbler to Software Engineers, no one is immune to this fear. And this...
Natural Language Data Augmentation using nlpaug
Machine Learning Algorithms learn from data. And, with the advent of Deep Learning techniques, this is more profound than ever. Given large compute resources at their...
Mind over Data – Towards Causality in AI
Data Centric AI vs Model Centric AI The structure of modern applied AI stands on the bricks of data. For a good AI/ML practice, a solid data practice is the key. This...
Careers in Machine Learning and AI
There has been a growing fear that AI would eat away jobs from every sector, including Software Services. Read this article of ours to know more: Is Artificial...
AI in Analytics vs AI in Automation
I was talking to a business leader once. I asked him, “What’s the biggest challenge with the young professionals in AI?” The answer was,...
A look at Differential Privacy
AI is a superpower. And with power comes responsibility. This takes us into the domain of Responsible AI. In 2016, Microsoft released a bot named Tay on Twitter....
Machine Learning Deployment Strategies
A survey said that only one of eight Machine Learning models gets to production. This usually happens because of bad problem definition. We have dealt with that topic in...