Machine Learning Model Performance metrics
The idea of building machine learning models works on a constructive feedback principle. You build a model, get feedback from metrics, make improvements and continue until you achieve a desirable accuracy. Performance metrics as the name suggests explaining the performance of a model. An important aspect of performance metrics is their capability to discriminate among model results.
Python-Easy Working with strings!
Overview Beginners guide for strings in Python. We will cover the Zen of Python and string literals and operations. 1. Introduction - The Zen of Python
Natural Language Processing Basics
Overview Beginners guide to Natural language processing (NLP) using Python. Introduction According to industry estimates, only 21% of the available data is present in a structured form. Data is being generated as we speak, as we tweet, as we send messages on Facebook, Whatsapp, Chatbots, and in various other activities. The Majority of this data exists in the textual form, which is highly unstructured in nature. Few notorious examples include – tweets/posts on social media, user to user chat conversations, news, blogs and articles, product or services reviews, and patient records in the healthcare sector. A few more recent ones include chatbots and other voice-driven bots.