Make Crucial Predictions as Data Comes
Walking by the hottest IT streets in these days means you’ve likely heard about achieving Streaming Machine Learning, i.e. moving AI towards streaming scenario a...
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Accelerating data science and HPC applications with FPGAs using Jupyter Hub, instantly.
Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Use...
Top 8 Data Science Use Cases in Sales
In the times when data is of extreme value, industries cannot afford to ignore it. The only right choice for them is to find new ways to use data for their benefit. These...
Variance of a Product of Random Variables
If X(1), X(2), …, X(n) are independent random variables, not necessarily with the same distribution, what is the variance of Z = X(1) X(2) … X(n)? It turns ou...
Coding vs Programming – What’s the Difference?
The Difference between Coding and Programming are explained in the below-mentioned points: Coding is the process of translating and writing codes from one language to ano...
Difference Between Correlation and Regression in One Picture
Correlation and regression analysis both deal with relationships between variables. There are many different types of correlation and regression; This image focuses on ...
Neural Networks: Is Meta-learning the New Black?
I’ve written several times about how the “economies of learning” are more powerful than the “economies of scale”. Through a continuous learning and refinement...
Machine Learning in Agriculture: Applications and Techniques
Recently we have discussed the emerging concept of smart farming that makes agriculture more efficient and effective with the help of high-precision algorithms. The mecha...
Comparing Model Evaluation Techniques Part 1: Statistical Tools & Tests
Evaluating a model is just as important as creating the model in the first place. Even if you use the most statistically sound tools to create your model, the end result ...
Interesting Charts and Maps Obtained Using Census Data
I found an interesting websites featuring hundreds of charts derived from US census data. It shows contrasts between states, cities, regarding education, jobs, languages ...