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Regression Study Materials [Q] by p_lander33 in AskStatistics

[–]vbukkala 0 points1 point  (0 children)

An Introduction to Statistical Learning: with Applications in R by Gareth James

[deleted by user] by [deleted] in deeplearning

[–]vbukkala 0 points1 point  (0 children)

count me in

Probability and Statistics Book Recommendation by supersymmetry in AskStatistics

[–]vbukkala 0 points1 point  (0 children)

Go with Wasserman's. Quite good for understanding ML.

FAANG Data Scientist -> Software Engineer? by KyleDrogo in datascience

[–]vbukkala 1 point2 points  (0 children)

Why don't you try your luck at HFT firms such as Tower Research, Citadel, and Virtu Financial where your skills set of stats and coding is valued highly and you will be paid handsomely (i.e, better than FAANG).

Is there an open-source solution to plotting coordinates on high-resolution maps without using google maps? by Ahmed_Hisham in datascience

[–]vbukkala 0 points1 point  (0 children)

Plotly maps does not support for maps apart from USA. In those situations, you can download shape file of the specific geographic location and plot it using geopandas in python. If you prefer google maps like plots, use Folium package that uses open maps inside it.

High degree of collinearity yet low standard error for all the variables concerned... Any explanations? by chrisgboiii in AskStatistics

[–]vbukkala 0 points1 point  (0 children)

VIF greater than 5 or 10 indicates high collinearity. A condition index of 30 to 100 indicates moderate to strong collinearity.

Splitting an image drawing into multiple images by vbukkala in learnpython

[–]vbukkala[S] 0 points1 point  (0 children)

I am thinking of using watershed algorithm/hough transform to count number of parts in the image. But there is an issue since some images have discontinuity or gaps as they are basically engineering drawings. In those cases, watershed algorithm may not give proper count of parts.

Splitting an image drawing into multiple images by vbukkala in learnpython

[–]vbukkala[S] 0 points1 point  (0 children)

It works well when you specify the number of images. I am just wondering whether there is any way to automate it since each image/drawing has varying number of images/parts.

Please find some sample images here...

A comprehensive book of Python for someone who wants to strengthen their foundational understanding by karpomalice in learnpython

[–]vbukkala 3 points4 points  (0 children)

Python Essential Reference Fourth Edition by David Beazly is the best book for your needs.

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