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

Create 1D and 2D metrics

Create Ones, Zeros, Empty Metrics

Functions of NumPy

Mathematical Operations

Array Slicing

Concatenation and Split

Trigonometry Sin(), Cos() and Tan()

Random Sampling

Operations in String.

Introduction to Pandas                                                     11. Pandas GroupBy Function                                      

Pandas Series                                                                          12. Pandas Merging() Function

Pandas DataFrames                                                             13. Pandas Concat() Function

Pandas read_csv File                                                            14. Pandas Join() Method

Pandas write_csv File                                                           15. Pandas Append() method

Hading Missing Values                                                         16. Pandas Pivot Table

Pandas fillna() Method                                                          17. Pandas Melt() Function

Pandas replace() Function

Pandas Interpolate() Function

Pandas loc & iloc Method

Introduction to Matplotlib

Line Plots

Bar Charts

Pie Charts

Stack Plots

Fill Line Plots

Histogram

Scatter Plots

Plotting Time Series

Plotting Live Data

Subplots

Introduction to Seaborn

Heatmap

Correlation

Pairplot

Boxplot

Distplot

Violin Plot

FacetGrid