English | MP4 | AVC 1280×720 | AAC 48KHz 2ch | 2h 21m | 823 MB
Data Analysis with Python introduces you to the popular Pandas library built on top of the Python programming language.
Pandas is a powerhouse tool that allows you to do anything and everything with colossal data sets — analyzing, organizing, sorting, filtering, pivoting, aggregating, munging, cleaning, calculating, and more!
In this class you will learn everything you need to get started with data analysis in Python
Table of Contents
01 Installing Anaconda
02 Introduction to pandas
03 Converting dictionary to a series
04 Introduction to dataframe
05 Changing column sequence and retrieving values
06 Transposing a data frame
07 Reindexing series and data frames
08 Arithmetic operations
09 Dropping rows and columns
10 Data frame arithmetic
11 Data analysis with Python lecture 10
12 Sorting value
13 Handling duplicate values
14 Calculating sum
15 Dropping Nan values
16 Loading data from files
17 Analyzing file data
18 Creating numpy array
19 Another way to create array
20 ogspace and linspace
21 Slicing numpy array
22 Advanced indexing
23 Broadcasting
24 Iterating using nditer
25 Matplotlib
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