How to encode cyclical features ?

https://www.kaggle.com/avanwyk/encoding-cyclical-features-for-deep-learning https://ianlondon.github.io/blog/encoding-cyclical-features-24hour-time/ https://www.avanwyk.com/encoding-cyclical-features-for-deep-learning/

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Code ethics

Linting is the process of running a program that will analyse code for potential errors. As a developer, I would always want my code to use the same format everywhere (like tabs and spaces) use the best practices for good quality (like let/const rather than var)

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Tools | Devops | Commands

Tool Name Tool purpose URL/Ref ncdu Analysing Disk space usage https://dev.yorhel.nl/ncdu      

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MongoDB internals

WiredTiger is a storage engine for MongoDB. https://severalnines.com/blog/overview-wiredtiger-storage-engine-mongodb https://www.mongodb.com/presentations/a-technical-introduction-to-wiredtiger https://www.youtube.com/channel/UCHnBsf2rH-K7pn09rb3qvkA https://www.youtube.com/watch?v=SMjSjcAePLI

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todo in clean code

https://www.amazon.in/Clean-Code-Python-Refactor-legacy-ebook/dp/B07G19CHRM https://github.com/zedr/clean-code-python https://www.ibm.com/developerworks/aix/library/au-cleancode/ https://github.com/abiodunjames/Awesome-Clean-Code-Resources#python https://github.com/rmariano/Clean-code-in-Python?files=1 https://github.com/ducdh1210/clean-code-python https://github.com/tvmaly/clean-code-python https://github.com/PacktPublishing/Clean-Code-in-Python https://gist.github.com/sloria/7001839

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Effective AI research

Websites that help me do ground AI research and keep learning. This lists contain websites that helps me browse research papers effectively along with latest advancements happening. List particularly includes websites containing enough good materials about statistics, probability, machine learning, deep learning.

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Tags used in my BLOG

For some time now, I was trying to come up with this and organise my blog posts relative to the topic they belong to. Moreover, I wanted to keep a track of them, So I decided to post here. Here they are :- I hate making this symbol, since my school days

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StegoSOC in Nasscom emerge 50

Today I want to share a quick update with you all. For the work that I (I includes couple more people :D) have been doing for over an year, has finally proved that we are solving the right problem with right approach. Nasscom has chosen us for Emerge 50 Awards. That’s quite a bit of motivation for us. We started on Cybersecurity Landscape in 2017 April, with an intent to cut down threat detection time and remove unusually high labour involved in Cybersecurity defense practices.

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Feature engineering in relational data

Feature selection techniques Automated feature engineering tool & example example-1 example-2 here

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Confusion Matrix..confusing?

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