Python and Machine Learning

http://www.acmv.org/python/AI_photo.png

     
To download 65 Machine learning books from Springer Facebook link  
Machine Learning    
Machine Learning တိုးတက်လာပုံ သမိုင်း အကျဥ်း Facebook link  
Artificial Intelligence(AI) ဆိုတာ အပိုင်း(၁) Facebook link  
Artificial Intelligence(AI) ဆိုတာ အပိုင်း(၂) Facebook Link  
AI ဆိုတာ အပိုင်း(၃)    
Machine Learning ဆိုတာ (AI ဆိုတာ အပိုင်း(၅))  Facebook link  
Machine Learning ဆိုတာ (AI ဆိုတာ အပိုင်း(၆))  Facebook link  
ML algorithm ေဝါဟာရမ်ား Facebook Post link  
Feature scaling သို့မဟုတ် Normalization   HTML

Linear Regression Algorithm

    
Linear Regression Example 5 (Multi Variable) RAR file
Linear Regression Example 4 (Multi Variable) RAR file Facebook link
Linear Regression Example-3 ( Single Variable) RAR file Facebook link
Linear Regression Example-2 (Multi Variable) RAR File Facebook link
Linear Regression Example-1 (Single Variable) RAR File Facebook link
     

k-Nearest Neighbors(k-NN) Algorithm

    
k-Nearest Neighbors(k-NN) Machine Learning algorithm   Facebook Link
k-NN Example-1 Zip File Facebook Link
k-NN Example-2 Zip File Facebook Link
k-NN Example-3 Zip File Facebook Link
k-NN Example-4 PDF Facebook Link
k-NN Example-5 PDF Facebook Link
k-NN Example-6 PDF html zip Facebook Link
     
K-Means Clustering Algorithm
   
Introduction to K-Means Clustering Algorithm PDF HTML  
K-Means Clustering Example-1 PDF HTML  
K-Means Clustering Example-2 PDF HTML  
K-Means Clustering Example-3 PDF HTML  
     
     

Support Vector Machine

  
SVM Example 1 PDF HTML Data
SVM Example 5 PDF HTML Data

Python

  
မရှိ မဖြစ် Python package များ Facebook link  
Chapter-01 Python Language Introduction PDF  
Chapter-02 Syntax PDF
Chapter-03 Variable and Operator PDF  
Chapter-04 Python String Methods PDF HTML
Chapter-05 Python List - Part One (Python List Introduction) PDF HTML
Chapter-06 Python Tuples PDF HTML
Chapter-07 Python Dictionaries PDF HTML
Chapter-08 Python Sets PDF HTML
Chapter-09 Python Data Structure မေးခွန်းများ PDF HTML
Chapter-10 Conditional statements ( If .. Statements) PDF HTML
Chapter-11 For Loops PDF HTML
Chapter-12 Functions PDF  
Chapter-13 Scopes PDF  
Chapter-14 Classes PDF  
Chapter-15 Decorator PDF  
Chapter-16 Inheritance PDF  
Chapter-17 Module and Package PDF  
Chapter-18 Exception PDF  
Chapter-19 Exception PDF  
Data Visulaization PDF Python file
Numpy PDF
Pandas PDF
Pandas Example PDF
Python OOP, Objects in Python PDF
Nonlinear Pendulum Python Program Explanation PDF Python file
Python and Machine Learning Videos on YouTube PDF

Pandas

   
Introducing Pandas Objects Zip File  
Pandas Part One    
Pandas Part Two Zip file  
Pandas daterange() အကြောင်း HTML File  

NumPy (Numerical Python)

   
Numpy Introduction Facebook link  
Numpy Part One    
Numpy Fancy Indexing    
Numpy Array Boolean Arrays and Masking Zip file  
     
The Basics of NumPy Arrays    
Numpy_Array.    
     

Data Visualization

   
Data Visualization MatPlotlib Introducion PDF  
MatPlotlib Introducion PDF  
Matplotlib Pyplot PDF File  
ဘားဂရပ်ရေးဆွဲခြင်း (Plotting Bar Graph)    
Seaborn Introduction  
matplotlib သုံးပြီးဆွဲထားသည့် ဂရပ်များ Facebook link  
Chilled Water Plant Data visualization (4)
    
Chilled Water Temperature and Cooling Load (Data Visualization 6)
    
Pre Cooled AHU Capacity Analysis (Data Visualization)
    
Heat Map Introduction PDF Zip
Advanced Scatter Plot PDF  
Scatter_Plot_Advanced PDF  
Matplotlib Object Hierarchy html  
Data Sets    
Data Sets များအကြောင်း Facebook link  
     

Web Development

   
Python and Flask အပိုင်း(၁) PDF  
Python Code ဖြင့် email ပို့ခြင်း HTML
Python Flask နဲ့ စမ်းထားတဲ့ MCQ လေ့ကျင့်နိုင်တဲ့ web app ZIP

Python API

   
Python API,International Space Station(ISS) တည်နေရာ PDF  

Python Random Module

    
Python Random Module 1 PDF  HTML
Python Random Module 2 PDF  HTML

Python GUI tkinter

   
Python GUI tkinter မှတ်စုများ  HTML