Introduction to Python

Basics of Python

Variables, Datatypes, Operators

Strings

Lists and Tuples

Dictionaries and Sets

Conditional Statement

Loops

Functions and Recursions

File Input Output

Object Oriented Programming I

Object Oriented Programming II

Introduction to NumPy

N-Dimensional Arrays

Create Different Metrics

Functions of NumPy

Mathematical Operations

Array Slicing

Concatenation and Split

Trigonometry

Random Sampling

Operations in String

Introduction to Pandas                                                     11. Pandas Merging() Function                                     

Pandas Series                                                                          12. Pandas Concat() Function 

Pandas DataFrames                                                            13. Pandas Join() Method

Pandas CSV File                                                                     14. Pandas Pivot Table 

Hading Missing Values                                                       15. Pandas Melt() Function

Pandas fillna() Method                                                       

Pandas replace() Function

Pandas Interpolate() Function

 Pandas loc & iloc Method

Pandas GroupBy Function                                                   

Introduction to Matplotlib

Line Plots

Bar Charts

Pie Charts

Stack Plots

Histogram

Scatter Plots

Time Series Plots

Subplots

Introduction to Seaborn

Heatmap

Correlation

Pairplot

Boxplot

Distplot

Violin Plot

FacetGrid