In this video you will learn creating Pandas Series
0:21 Creating Series from Scalar Values
01:56 Creating Series from List
05:37 Creating Series using Range
05:50 Creating Series from NumPy Array
08:38 Creating Series from Dictionary
09:42 Creating Empty Pandas Series
In this video you will learn
0:15 Indexing of Pandas Series
02:43 Slicing of Pandas Series
07:56 Attributes of Pandas Series
11:18 Methods of Pandas Series
In this video you will learn Pandas Series
0:10 Mathematical Operations on Pandas Series
1:42 Using fill_value=
05:28 Vector Operations on Pandas Series
01:33 Creation of Empty DataFrame
02:13 Creation of DataFrame from NumPy ndarrays
05:12 Creation of DataFrame from List of Dictionaries
08:00 Creation of DataFrame from Dictionary of Lists
10:43 Creation of DataFrame from Series
12:15 Creation of DataFrame from Dictionary of Series
In this video you will learn DataFrame Row and Column Operations i.e,
0:25 Adding a New Column and Changing Values in DataFrame
02:37 Adding a New Row in DataFrame using .loc Property
05:34 Drop Rows or Columns using drop method in DataFrame
10:22 Rename Rows and Column Labels
In this video you will learn DataFrame Indexing and Slicing
0:18 .loc property
0:55 Row Indexing
02:51 Column Indexing
03:47 Boolean Indexing
05:10 DataFrame Slicing
06:55 Filtering Rows in DataFrames
08:17 Practical implementation of Boolean Indexing
In this video you will learn about data visualization using matplotlib pyplot.
00:11 What is Data Visualization & Purpose
02:03 About Matplotlib and pyplot
03:04 Creating Figure using plot( ) function:
04:03 Functions (title, xlabel, ylabel, xticks, yticks)
07:35 color, linestyle, linewidth, marker
In this video you will learn to create line chart using python DataFrame. You will also learn to customize xticks, xlabel, ylabel, title, linewidth, linestyle, marker and color of line chart.