Short Introduction of data analysis using Python
If you are new to Python, here is where you should start. It is for absolute beginners
Learn basic data structure of array and matrices
Learn the world most famous data analysis modules
You will not believe it until you try on your own. Super fun basic video analysis
Use scikit-learn for Support Vector Machine to do Machine Learning. It's simply amazing...
Test Driven Agile Development.
Interactive way to use Python in solving first order proposition logic. Absolutely free.
Convert your tons of street, locations and cities into latitude and longitude coordinates
Use Perceptron and Multi-Linear Preceptron to train and predict the data
Visualize the geocoded latitude and longitude coordinates into heatmap
Network efficiency analysis based on Ideal Flow
Learning NLP using Python NLTK by analyzing the book of Psalm of David
Use PySimpleGUI and numpy to create simple board game of premagic matrix where the layout is auto-generated at run time.
Learn about read and write your data into text file, CSV, or JSN and its conversion to Pandas data frame.
Learning how to code Discrete Math Set Theory in Python.
Learn about Encapsulation, Polymorphism, Inheritance, Aggregation, Composition.
Advanced Python programming on Python Decorator.
Various Object Oriented Design Patterns in Python.
learn about abstract class, abstract method, interface and error by designed.