About Data Science with Python
The python is a one of the most accessible programming languages, it has simplified syntax and easy, it gives more emphasis on natural language. Python codes can be easily written and executed much fast than other programming languages. Python has becomes synonyms of Artificial intelligence. It predicts accurate trends and includes software development, data science and writing system scripts among other things. Python Learns from the mistakes and improve itself. Python analyze the data and shows the hidden trends.
What you will learn in this Program
- 01. Why Data Science/ why Python
- 02. Programming Control Statement
- 03. How to create modules and Import and use
- 04. Data Structure in Python (Series/Data Frames/Array of Frames)
- 05. Types of Charts (.hist(), .line , .scatter , .box, plot.hexbin, .plot.pie, .kde functions to plot respective charts) Sample Chart from Meteorological Data
- 06. Pandas for data presentations
- 07. Python and PCA Analysis and SVM Learning
- 08. Least Square Modelling Techniques with Matrix
- 09. Decision Tree and Classification
- 10. Prediction and modelling
- 11. Machine Learning
- 12. Using Python in QGis/ ArcGis
- 13. Geopandas
