Python for Data Analytics
Area Plot in Python
Python for Data Analytics
0%
Completed
Welcome to the Course
Welcome to the Course and Recourses!!!
Reading
Welcome note and Faculty Introduction
Video - 00:1:42 mins
Course Content
Video - 00:10:59 mins
Introduction to Python
Why Python
Video - 00:12:05 mins
Career Opportunities as a Python Programmer
Video - 00:3:53 mins
Introduction to Python
Video - 00:01:27 mins
Various IDEs for Python
Video - 00:05:05 mins
Installation of Anaconda Distribution
Video - 00:03:00 mins
Tour of Anaconda Interface
Video - 00:06:40 mins
Important features of Jupyter
Video - 00:12:56 mins
Tour to the Google Colab
Video - 00:05:24 mins
How to organize data files
Video - 00:01:49 mins
Data Types in Python
Understanding Data Types Part 1
Video - 00:07:28 mins
Understanding Data Types Part 2
Video - 00:05:11 mins
Practical on List in Python Part 1
Video - 00:06:26 mins
Practical on List in Python Part 2
Video - 00:08:40 mins
Q & A
Video - 00:02:45 mins
Recap
Video - 00:04:30 mins
Numeric Data Types Part 1
Video - 00:03:07 mins
Numeric Data Types Part 2
Video - 00:02:17 mins
Sequence Data Types - List
Video - 00:04:17 mins
Sequence Data Types - String
Video - 00:13:06 mins
Use of Brackets in Python
Video - 00:03:15 mins
Sequence Data Types - Tuple
Video - 00:03:41 mins
Boolean Data Types Part 1
Video - 00:02:30 mins
Boolean Data Types Part 2
Video - 00:04:07 mins
Set Data Type
Video - 00:06:25 mins
Dictionary Data Type Part 1
Video - 00:02:51 mins
Dictionary Data Type Part 2
Video - 00:12:16 mins
Basic Operations
Arithmetic Operations in Python
Video - 00:05:46 mins
Q & A
Video - 00:06:50 mins
Custom Function
Recap
Video - 00:02:07 mins
Define Custom Function Part 1
Video - 00:07:39 mins
Define Custom Function Part 2
Video - 00:05:00 mins
Define Custom Function Part 3
Video - 00:09:41 mins
Define Custom Function Part 4
Video - 00:03:33 mins
Common Syntax Error
Video - 00:02:05 mins
Using Array in Python
Video - 00:09:45 mins
Exercise - Create a Hotel Bill Calculator
Video - 00:01:53 mins
Use Case of Custom Function
Video - 00:03:45 mins
Working Directory
Package Vs. Module Vs. Function in Python
Video - 00:02:17 mins
Setting up working Directory in Python
Video - 00:04:54 mins
Data Handling
Import Data from CSV files
Video - 00:07:47 mins
Accessing Specific Columns from the DataFrame
Video - 00:02:05 mins
Data Slicing using iloc Function
Video - 00:04:53 mins
Import Data from Excel File
Video - 00:03:00 mins
Import Data from Website
Video - 00:12:28 mins
Data Filtering in Python Part 1
Video - 00:09:54 mins
Data Filtering in Python Part 2
Video - 00:05:55 mins
Data Filtering in Python Part 3
Video - 00:01:36 mins
Dealing with String Data
Video - 00:03:45 mins
Find UNIQUE values in Python
Video - 00:01:52 mins
Find NULL Value from the DataFrame
Video - 00:03:30 mins
Pivot Table in Python
Pivot Table using Python Part 1
Video - 00:04:19 mins
Pivot Table using Python Part 2
Video - 00:13:13 mins
Scale of Measurement
Concept of Scale of Measurement
Video - 00:14:14 mins
Scale of Measurement and Statistics
Video - 00:04:47 mins
Basic Statistics
Basic Statistics Part 1
Video - 00:04:38 mins
Basic Statistics Part 2
Video - 00:05:49 mins
Basic Statistics Part 3
Video - 00:04:31 mins
Types of Statistics
Video - 00:01:16 mins
Measure of Central Tendency
Video - 00:05:24 mins
When to use Mean, Median and Mode
Video - 00:14:28 mins
Measure of Dispersion: Range, Variance and Standard Deviation
Video - 00:08:18 mins
Importance of Standard Deviation
Video - 00:03:12 mins
Concept of CV: Coefficient of Variation
Video - 00:07:36 mins
Find Descriptive Statistics using Python
Video - 00:11:29 mins
Difference between Percentage and Percentile
Video - 00:03:20 mins
Groupby Function in Python
Find summary using GROUPBY Function
Video - 00:04:22 mins
Concept of Looping
Concept of Looping: For Loop and While Loop
Video - 00:07:04 mins
Using While Loop in Python
Video - 00:03:49 mins
Concept of Looping
Video - 00:00:38 mins
Conditional Statements
Concept of Conditional Statements: IF, ELSEIF, NESTEDIF
Video - 00:13:04 mins
Conditional Statements: IF, ELSEIF, NESTEDIF using Python
Video - 00:04:31 mins
Use Case of NESTEDIF in Python
Video - 00:04:42 mins
Data Visualization
Data Visualization Understanding
Video - 00:03:58 mins
Charts for Qualitative Data
Video - 00:04:06 mins
Charts for Quantitative Data: Histogram and Boxplot
Video - 00:07:44 mins
Charts for Quantitative Data: Scatter Plot
Video - 00:06:03 mins
Overview of Matplotlib and Setup in Python
Video - 00:04:57 mins
Bar Chart in Python
Video - 00:07:56 mins
Clustered Bar Chart in Python
Video - 00:04:52 mins
Pie Chart in Python
Video - 00:04:04 mins
Histogram in Python
Video - 00:05:16 mins
Boxplot in Python Part 1
Video - 00:04:08 mins
Boxplot in Python Part 2
Video - 00:02:58 mins
Scatter Plot in Python
Video - 00:03:18 mins
Area Plot in Python
Video - 00:04:49 mins
How to Export Analysis
Video - 00:01:08 mins
Course Wrap-up
Participants' Feedback
Video - 00:01:38 mins
Thank you
Video - 00:00:15 mins
More
Announcements
Course Info