APPLIED DATA SCIENCE USING PYTHON



I handled all these python related projects from Linux OS because it makes installation of python packages simpler and faster though they can be installed from other operating systems too. By downloading and testing these projects you must have all the necessary tools such as numpy, jupyter, scikit learn etc already installed.

Data Analysis Using Python

Areas of coverage


1. Data Wrangling
2. Exploratory Data Analysis
3. Model Development (M.L)
4. Model Evaluation and Refinement



Download and Test project

Data Visualizations in Py

Areas of coverage


Area Plots, Histograms,Bar Plots, Generating Maps with Python, Pie Charts, Box Plots, Scatter Plots, and Bubble Plot, Waffle Charts, Word Clouds, Regression Plots


Download and Test projects

Machine Learning Lv1

Areas of coverage


1. Simple Linear Regression
2. Simple Non Linear Regression





Download and Test projects