NLTK Vs Spacy Vs Stanford CoreNLP

POS(Part of  Speech) and NER(Named Entity Recognition) are one of the most important tasks in NLP. It's important to select a library which can perform these tasks with high accuracy and low latency for real…

Best Python libraries for Data Science

It's not debatable to say that it's always good to know libraries in case of a need. Core libraries that you have to start with Pandas Numpy Scikit Matplotlib Seaborn Jupyter notebook - For interactive Python (Highly…

Handling missing data with Pandas

It happens almost every time that the data we are dealing with is not perfect. Our desired prediction algorithm can work well only if it is fed with the right data. Hence, preprocessing of data…

Courses for Data Science

Things to know to get into Data Science Statistics - A lot of companies ask on Bayes theorem and Normal distribution Machine/Deep learning basics - Algorithm pros/cons and working Strong coding skills - Python +…

Installing Python, Atom editor and Virtualenv

Install Python from here. I recommend the 3.5.3 version. Tick add python to path on the first screen of installation Install Atom editor from here Open atom and press Ctrl+, Go to Install and install sync-settings…

What shall I do in Data Science?

It can be quite daunting to take a decision on what shall you do in data science? The number of possibilities are mind boggling and every one of them has its own constraints and confusion.…