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Data Science Tutorial with Python, R, Machine Learning for Beginners
Python Programing
Introduction
Python Programming
Varaibles,Data Types & Strings
Conversion in Data Types
Operators
Statement,Intendation and Comment - I
Statement,Intendation and Comment - II
Function and Recursion Arguments
Advanced Python
Advanced functions - I
Advanced functions - II
Iterators
Importing Modules
Numerical Python - I
Numerical Python - II
Numerical Python - III
Scientific Python
Matplotlib
Vectors
Interpolation
Linear Algebra
Pandas - I
Pandas - II
Pandas - III
Data Analysis in Python
Statisctics
Advanced Statistics
Probability Distributions
Mathematical Modelling
Machine Learning in Python
Intrduction
Regression Techniques - I
Regression Techniques - II
Decision Trees
Random Forests
Clustering
R Programing
Basics in R - I
Basics in R - II
Basics in R - III
Data Frames
Data Analysis in R
Statistics
Probability Distributions
Statistical Techniques
Machine Learning in R
Mathematical Modelling
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