Python Programming Certification Course by Edureka
Skills you will learn!
Curriculum
10 Topics
Need for programming
Advantages of programming
Overview of python
Organizations using python
Python Applications in various domains
Variables
Operands and expressions
Conditional statements
Loops
Structural pattern matching
7 Topics
Accepting user input and eval function
Files input/output functions
Lists
Tuples
Strings manipulation
Sets and set operations
Python dictionary
15 Topics
User-defined functions
Function parameters
Different types of arguments
Global variables
Global keyword
Lambda functions
Built-in functions
Object-oriented concepts
Public protected and private attributes
Class variable and instance variable
Constructor and destructor
Inheritance and its types
Method resolution order
Overloading and overriding
Getter and setter methods
13 Topics
Standard libraries
Packages and import statements
Reload function
Creating a module
Important modules in python
Sys module
OS module
Math module
Date-time module
Random module
JSON module
Regular expression
Exception handling
9 Topics
Basics of data analysis
NumPy - Arrays
Array operations
Indexing slicing and Iterating
NumPy array attributes
Matrix product
NumPy functions
Array manipulation
File handling using NumPy
12 Topics
Introduction to Pandas
Data structures in Pandas
Series
Data Frames
Importing and exporting files in Python
Basic functionalities of a data object
Merging of data objects
Pivoting a dataframe
Concatenation of data objects
Types of joins on data objects
Data cleaning using Pandas
Exploring datasets
16 Topics
Why data visualization?
Matplotlib library
Seaborn
Line plots
Multiline plots
Bar plot
Histogram
Pie chart
Scatter plot
Boxplot
Saving charts
Customizing visualizations
Saving plots
Grids
Subplots
Heatmaps
9 Topics
Ipywidgets package
Numeric widgets
Boolean widgets
Selection widgets
String widgets
Date picker
Color picker
Container widgets
Creating a GUI application
5 Topics
Use of Folium library
Use of Pandas library
Flow Chart of web map application
Developing web map using Folium and Pandas
Reading Information from titanic dataset and represent It using plots
9 Topics
Beautiful Soup library
Scrapy
Requests library
Scrap All hyperlinks from a webpage using Beautiful Soup and Requests
Plotting charts using Bokeh
Plotting scatterplots using Bokeh
Image editing using OpenCV
Face detection using OpenCV
Motion detection and capturing video
22 Topics
Basics of database management
Python MySql
Create database
Create a table
Insert into table
Select query
Where clause
OrderBy clause
Delete query
Drop table
Update query
Limit clause
Join and Self-Join
MongoDB (Unstructured)
Insert_one query
Insert_many query
Update_one query
Update_many query
Create_index query
Drop_index query
Delete and drop collections
Limit query
Python Programming Certification Course
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