AI / Machine learning Cloud APIs: AWS – Azure – GCP – our experience
Most of us start working with specific programming languages like TensorFlow and Pyspark So, we are relatively not so used to working with Cloud APIs. But Cloud APIs for ...
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The Anatomy of K-means
A complete guide to K-means clustering algorithm Let’s say you want to classify hundreds (or thousands) of documents based on their content and topics, or you wish to�...
What to Tell Your Board About AI/ML
Summary: Communicating with your Board of Directors about AI/ML is different from conversations with top operating executive. It’s increasingly likely your Board wi...
Funny: Medical Diagnostic and Treatment Algorithm – IBM Watson
Interesting cartoon featuring the decision tree used in medical diagnosis. To see other cartoons about data science, follow this link....
Frequencies in Pandas Redux
A little less than a year ago, I posted a blog on generating multivariate frequencies with the Python Pandas data management library, at the same time showcasing Pyt...
What is Augmented Analytics and Can it Add Value to Business Intelligence?
The Merriam-Webster dictionary defines the word ‘augment’ this way: ‘to make greater, more numerous, larger or more intense’. If you are wondering...
Free book – learn azure in a month of lunches – covering Cloud, AI, devops etc
At the Data Science for IoT course at the University of Oxford – I have been working on a strategy implementing Artificial Intelligence holistically on the Cloud and...
Causality – The Next Most Important Thing in AI/ML
Summary: Finally there are tools that let us transcend ‘correlation is not causation’ and identify true causal factors and their relative strengths in our models. ...
What my first Silver Medal taught me about Text Classification and Kaggle in general?
Kaggle is an excellent place for learning. And I learned a lot of things from the recently concluded competition on Quora Insincere questions classification in which I go...
What is the Difference Between AI and Machine Learning
Artificial Intelligence and Machine Learning have empowered our lives to a large extent. The number of advancements made in this space has revolutionized our society and ...