Link to check
- Goto Anaconda.com and download latest version of Python.
2. Use Jupyter notebook for python or Use Google Colab [Gmail cloud] for python code execution or programming.
Geopandas — For Spatial Data
The goal of GeoPandas is to make working with geospatial data in python easier. It combines the capabilities of pandas and shapely, providing geospatial operations in pandas and a high-level interface to multiple geometries to shapely. GeoPandas enables you to easily do operations in python that would otherwise require a spatial database such as PostGIS.
Data science is a way to try and discover hidden patterns in raw data. To achieve this goal, it makes use of several algorithms, machine learning(ML) principles, and scientific methods. The insights it retrieves from data lie in forms structured and unstructured. So in a way, this is like data mining . Data science encompasses all — data analysis, statistics, and machine learning.
# DW, DE, DF, DC is known as Exploratory Data Analysis .
Types of Supervised / Unsupervised Machine Learning Algorithm
Let us see different types of machine learning algorithms: