Confidence Intervals in One Picture
Confidence intervals (CIs) tell you how much uncertainty a statistic has. The intervals are connected to confidence levels and the two terms are easily confused, especia...
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How to make ML engineers 5x more efficient
Emerging applications like machine learning (ML), big data analytics, and artificial intelligence (AI) has created the need for many companies to hire highly skilled and ...
Importance of Thinking Differently…Hint: Don’t Pave the Cow Path
Moo… There is this very intriguing Enterprise Car Rental commercial on TV (I’m old school and still watch my commercials on a television) that shows a glimpse into fu...
Free eBook: Graph Algorithms: Practical Examples in Apache Spark and Neo4j
Greetings Friends, Larry Page’s “PageRank” Graph Algorithm as applied to Google search changed the digital world forever. Learn more in this Free eBoo...
Multivariate Outlier Detection
I was given 3 GB of Machine Generated data being fed by 120 sensors (5 records every second) in an excel format. The task in hand was to mine out interesting patterns, if...
Serving with the PyTorch model – Flask
PyTorch is known for being a clean framework, and hence it was a challenging task to achieve the production capability and flexibility needed for research. I think that t...
Digital Supply Chain: Connecting the Dots of Design to Operate SCM Processes
The supply chain of today is governed by the manufacturer, wholesaler, retailer, and businesses operating in between. Not only has the concept of a supply chain progresse...
The Future of Investment Banking
The Future of Investment Banking In this article, we look at how technology such as robotic automation, artificial intelligence and machine learning is changing and benef...
Understanding Cross Validation across the Data Science pipeline
Cross validation is a technique commonly used In Data Science. Most people think that it plays a small part in the data science pipeline, i.e. while training the model. H...
New book on Advanced Data Structures and Algorithms for Big Data Applications
Here I want to present my new book on advanced algorithms for data-intensive applications named “Probabilistic Data Structures and Algorithms in Big Data Applicatio...