Will DNNs Ever Really be Explainable?
Summary: As we have become ever more enamored with DNNs, and their accuracy and utility has been paced only by their complexity we will need… Read More »Will DNNs Ever Really be Explainable?
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Statistical Machine Learning in Python
A summary of the book “Introduction to Statistical Learning” in jupyter notebooks Whenever someone asks me “How to get started in data science?”, I usually… Read More »Statistical Machine Learning in Python
Approaches to Time Series Data with Weak Seasonality
In the previous article, we have tried to model the gold price in Turkey per gram. We will continue to do that to find the… Read More »Approaches to Time Series Data with Weak Seasonality
So You Want to Write for Data Science Central
You’re a writer on AI, ML, or various and sundry other data-oriented TLAs, and you’d like to write an article for Data Science Central. Great!… Read More »So You Want to Write for Data Science Central
The implications of Huang’s law for the Artificial Intelligence stack
Nvidia CEO Jensen Huang proposed an idea which the media has labelled ‘Huang’s law’ along the lines of Moore’s law. Moore’s predicts that the number… Read More »The implications of Huang’s law for the Artificial Intelligence stack
Digital Dreams – Analog Processes
Your in-house data science team is not the exclusive source of AI/ML based improvements. Process Re-engineering is gaining new life as a way to optimize… Read More »Digital Dreams – Analog Processes
Odds vs Probability vs Chance
Data Points There are a number of different terms used for probability in statistics. Each has a distinct (and usually precise) meaning. This article examines… Read More »Odds vs Probability vs Chance
Data Preparation Need Not Be Cumbersome Or Time Consuming
Data drives decisions and, in today’s competitive business environment, the kind of fact-based decisions achieved through Advanced Analytics are mandatory. These data-driven decisions ensure that… Read More »Data Preparation Need Not Be Cumbersome Or Time Consuming
Waiting for Godot: Developing Competitive Differentiation
Note: This is a blog that I wrote back in 2014, but seems even more apropos given all the discussions about the use of technology… Read More »Waiting for Godot: Developing Competitive Differentiation
RPA Guide For Fintech Industry
Technology is changing the way we live and breathe. We’d even go a step ahead, and quote: Everything we do as humans, including every feat… Read More »RPA Guide For Fintech Industry