Data Science (4)


Analyzing IRIS Dataset With Keras and Tensorflow – Machine Learning and Data Analysis

We will analyze the famous IRIS dataset. Before we start, here are the basic steps that any typical Machine Learning based Data Analysis workflow consists of. (Note: if text inside figure appears small, please increase the font size temporarily by Ctrl+roll-mouse-scroller) Most of our time will be spent in Phases 1 and 2. Source code […]




Python Linting – Flake8

Linting is a must for any python project. Two options are used most (in order of usage and popularity) 1) flake8 – most used by open source python projects 2) pylint – enabled by default in many IDEs like Visual Studio Code Many folks run both. I chose flake8. Primary reason is that out of […]




Data Analysis of TMDB dataset

Download the dataset from here :https://www.kaggle.com/tmdb/tmdb-movie-metadata Lets take a look at the dataset:




Data Science Pipeline