TensorFlow 1.x vs 2.x. – summary of changes
In 2019, Google announced TensorFlow 2.0, it is a major leap from the existing TensorFlow 1.0. The key differences are as follows: Ease of use: Many old libraries (examp...
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Create Transformed, N-Dimensional Polygons with Covariance Matrix
The covariance matrix has many interesting properties, and it can be found in mixture models, component analysis, Kalman filters, and more. Developing an intuition for ho...
Digital Strategy Series Part 2: Creating an Agile and Adaptive Business Strategy Courtesy of AI
While Strategy may not be dead, the importance of the traditional strategy function will be greatly reduced by the emergence of AI. In my previous blog “Strategy Series...
How Chatbots Are Helping In The Battle Against Covid-19?
You might have seen how technologies are serving us in multiple fields and situations whether it is Artificial intelligence, ML or Blockchain. Technologies like artificia...
Digital Transformed Business Models Go Beyond Win-Win
A recent article in BusinessWeek titled “Farmers Fight John Deere Over Who Gets to Fix an $800,000 Tractor” highlights a key challenge with which organizations must w...
P Value vs Critical Value
P-values and critical values are so similar that they are often confused. They both do the same thing: enable you to support or reject the null hypothesis in a test. But ...
Blockdrop to Accelerate Neural Network training by IBM Research
Scaling AI with Dynamic Inference Paths in Neural Networks Introduction IBM Research, with the help of the University of Texas Austin and the University of Maryland, has ...
The Convoluted World of Supervised vs Unsupervised Learning
Table of contents: What is Deep Learning? Supervised DL: The KISS Pathway That Leads To The Expected Unsupervised Deep Learning: An Exploratory Journey To Figuring Out th...
Traditional vs Deep Learning Algorithms used in BlockChain in Retail Industry
Use of SecureSVM, Boosting, Bagging, Clustering, LSTM, CNN, GAN in Retail with BlockChain Introduction This blog highlights different ML algorithms used in blockchain tra...
How AI Is Taking On COVID-19?
Coronavirus pandemic is stretching the healthcare operational resources to an immense extent. During such a brief duration of time, COVID—19 has become one of the bi...