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… Read More »TensorFlow 1.x vs 2.x. – summary of changes
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2020
DSC Webinar Series: Data Science Leadership Exchange: Best Practices for Driving Outcomes
Despite an increasing awareness of the role data science plays in successful business outcomes, data science leaders still struggle to organize, implement and communicate effective… Read More »DSC Webinar Series: Data Science Leadership Exchange: Best Practices for Driving Outcomes
Is AI Getting Boring? And Some Thoughts on the Future of AI.
Summary: Things are getting repetitious and that can be boring. Still, looking at lessons from the 90s it’s clear there are at least one or… Read More »Is AI Getting Boring? And Some Thoughts on the Future of AI.
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… Read More »Create Transformed, N-Dimensional Polygons with Covariance Matrix
DSC Webinar Series: Natural Language Trends in Visual Analysis
Natural language processing has garnered interest in helping people interact with computer systems to make sense and meaning of the world. In the area of… Read More »DSC Webinar Series: Natural Language Trends in Visual Analysis
How COVID-19 is Changing our Relationship with Data
How COVID-19 is Changing our Relationship with Data An increasing proportion of businesses use scientific methods to analyze data. Yet, because key decision-makers do not… Read More »How COVID-19 is Changing our Relationship with Data
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… Read More »Digital Strategy Series Part 2: Creating an Agile and Adaptive Business Strategy Courtesy of AI
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 artificial… Read More »How Chatbots Are Helping In The Battle Against Covid-19?
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… Read More »Digital Transformed Business Models Go Beyond Win-Win
Visualizing New York City WiFi Access with K-Means Clustering
Visualization has become a key application of data science in the telecommunications industry. Specifically, telecommunication analysis is highly dependent on the use of geospatial data.… Read More »Visualizing New York City WiFi Access with K-Means Clustering