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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Machine Learning Interview | Basics | Quick revision

Here it goes Deep learning Error Analysis (Bias variance, train/train-dev/dev/test)

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StegoSOC AI driven threat detection

This post is about how we are trying to automate the threat detection for an enterprise be it public, private or hybrid cloud setup. Real time threat detection is imperative with GDPR and other cyberlaws. Threat detection is always been an expensive solution to implement. It requires CSO and Security Analyst to implement the solution.

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OCR sample results

Demonstrating OCR results

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Myntra challenge

I Participated in Myntra Data Science Challenge. The challenge was about predicting the graphic type of T-shirt given the image of T-shirt. From Business point of view, Knowing that in e-commerce industry, there is a lot of dead-stock, this can be used to rotate products in Inventory thereby reducing loss to company and enhance customer experience as well by giving them enough options to choose from latest trendy T-shirts that people are wearing in Social Media.

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Transferring file from my MAC to MSI Windows laptop - GPU

Prepare the PC for the files and find the PC’s network address On the Windows 10 PC If you’re migtating from a MAC to a Windows 10 PC, follow these steps to create and then share a folder, and then find your PC’s IP address:

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Sentimental Analysis

Sample sentence 1 Sample Sentence 2

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Context free Grammer

Parsing: Input - Sentence Output - Parsed tree Parsing is a supervised machine learning problem. Training can be achieved by Treebank which consists of several sentences and their associated parsed trees. One example is Penn WSJ Treebank The leaf nodes makes up a sentences. THEN part of speech tagging THEN PHRASES/CONSTITUENTS. NP - noun phrase VP - verb phrase DT - Determiner S - Sentence V - Verb N - Noun

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Probability Basic Questions

Always remember in probability questions, if multiple objects are being picked simulataneously or one by one. for practice try this and this Circular permutation (n-1)! , how? solve this

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