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Milestones of Deep Learning
This article was written by Thimira Amaratunga.Deep Learning has been around for about a decade now. Since its inception, Deep Learning has taken the world by storm due to its success (See my article “What is Deep Learning?” on how Deep Learning evolved through Artificial Intelligence, and Machine Learning). Here are some of the more significant…See More
Tutorial: Counting Road Traffic Capacity with OpenCV
This article was written by Andrey Nikishaev.Today I will show you very simple but powerful example of how to count traffic capacity with the algorithm that you can run on devices.So this algorithm works in 4 steps:1. Get frame edges.2. Blur them to get the more filled area.3. Binary threshold blurred the image.4. Overlap threshold image with ROI(you mask where…See More
How to remove duplicates in large datasets
This article was written by Suresh Kondamudi.Dealing with large datasets is often daunting. With limited computing resources, particularly memory, it can be challenging to perform even basic tasks like counting distinct elements, membership check, filtering duplicate elements, finding minimum, maximum, top-n elements, or set operations like union, intersection, similarity and so on.…See More
"nice article, super helpful!"
The most underutilized function in SQL
This article was written by Tristan Handy.Over the past nine months I’ve worked with over a dozen venture-funded startups to build out their internal analytics. In doing so, there’s a single SQL function that I have come to use surprisingly often. At first it wasn’t at all clear to me why I would want to use this function, but as time goes on I have found ever more uses for it.What is it? md5().Give md5() a…See More
Limits of linear models for forecasting
This article was written by Blaine Bateman.In this post, I will demonstrate the use of nonlinear models for time series analysis, and contrast to linear models. I will use a (simulated) noisy and nonlinear time series of sales data, use multiple linear regression and…See More
Multicollinearity in Regression Analysis: Problems, Detection, and Solutions
This article was written by Jim Frost.Multicollinearity occurs when independent variables in a regression model are correlated. This correlation is a problem because independent variables should be independent. If the degree of correlation between variables is high enough, it can cause problems when you fit the model and interpret the results. In this blog post, I’ll highlight the problems that…See More
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- Data Science, Machine Learning, AI, Business Analytics, Deep Learning, Blockchain, BI, IoT
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- http://www.linkedin.com/in/andrea-manero-bastin-690610b1/
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Andrea Manero-Bastin's Blog
Top 6 Essential Skills for Data Scientists
Posted on August 1, 2020 at 4:00am 0 Comments 0 Likes
Milestones of Deep Learning
Posted on July 26, 2020 at 8:00am 0 Comments 1 Like
This article was written by Thimira Amaratunga.
Deep Learning has been around for about a decade now. Since its inception, Deep Learning has taken the world by storm due to its success (See my article “What is Deep Learning?” on how Deep Learning evolved through Artificial Intelligence, and Machine…
ContinueMy First Neural Network
Posted on July 10, 2020 at 5:00am 0 Comments 0 Likes
This article was written by Bharat Girdhar.
I was always intrigued by the concept of computers taking a decision on behalf of humans. Though the concept of machine learning has been there for decades but…
ContinueAdding Uncertainty to Deep Learning
Posted on June 30, 2020 at 4:30am 0 Comments 1 Like
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