Before we go to understand Word2Vec, we should understand the meaning of the term ‘Embedding’ Embeddings are the numerical vector representation of an object. In the context of word embeddings, it is a vector representation of a word. How are these embeddings formed? Let us say we have a corpus…

RNNs or the recurrent neural networks are the class of artificial neural nets where connections between nodes form a directed graph along a temporal sequence Now, there are two important words here in this sentence — Directed graph Temporal Sequence We will come back to these two words shortly. …

In modern society, an average Indian IT guy earns somewhere between 30K to 80K INR. He is living in some city away from home and pays 10-20K rent, spends 5-10K on food, 5K on electricity, another 5–10K on leisure and entertainment. So a guy earning 70K INR maybe saves 30K…

The programmers need to repeatedly stage and commit the code to GIT. In this process, they run following commands in sequential manner - git add . git commit -m “suitable commit message” git push origin <branch_name> We can quickly reduce the effort by replacing these three commands with only one command. This is achieved by writing a batch script for windows or bash script in Linux to run all these commands for us and take “commit message” as an input

In this blog post, I will be quickly showing how to compare content of tables using pandas. I had interesting problem in my hand. We had four databases one for each environment development, beta-test, test and production. There were about 20 tables in each of these databases. Now, due to…