Regularization in Machine Learning
Regularization And Its Types Hello Guys, This blog contains all you need to know about regularization. This blog is all about mathematical intuition behind regularization...
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R Users’ Salaries from the 2019 Stackoverflow Survey
Interesting analysis done in R, about salaries of R developers broken down by country, featuring salary range and median salary. The dataset consists of survey answer...
Questions To Answer And Factors To Consider For Web Analytics
It will be unwise to expect you will generate lot of sales if you have significant amount of web traffic. It alone cannot be of much help in this matter. You will need to...
Evolution of Chatbots & their Performance
Chatbots are the hot thing right now. Many surveys claim that XX% of companies plan to deploy a chatbot in Y years. Consider the infographic below that describes the chat...
A Blast from Python Past — Part 2
Last week I posted the first of a three-part series on basic data programming with Python. For that article, I resurrected scripts written 10 years ago that deployed co...
No Hope for 6-Degrees
A researcher from the IICSE University DE, United States, has come up with trivial examples that put down the 6-Degree Theory, the theory that made Kevin Bacon appear in...
The Mathematics of Forward and Back Propagation
Understanding the maths behind forward and back propagation is not very easy. There are some very good – but also very technical explanations. For example : The Matrix ...
Determining Number of Clusters in One Picture
If you want to determine the optimal number of clusters in your analysis, you’re faced with an overwhelming number of (mostly subjective) choices. Note that there&#...
Optimizing price, maximizing revenue
Problem statement Price and quantity sold are the two determinants of business revenue/profit. At higher price the revenue is expected to be high. But this is not the cas...
Top 5 Books on AI and ML to Grab Today
It has been popularly noted that artificial intelligence would be like the ultimate version of Google. With recent advancements in research and technology, Artificial Int...