Full Stack Python Training | Looping | Tuples | Panda | YAML Data | Demo - Radical Technologies
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Duration of Training : 100 hrs
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PYTHON
Course Content
Introduction
What is Python..?
A Brief history of Python
Why Should I learn Python..?
Installing Python
How to execute Python program
Write your first program
Variables & Data Types
Variables
Numbers
String
Lists, Tuples & Dictionary
Conditional Statements & Loops
if…statement
if…else statement
elf…statement
The while…Loop
The for…. Loop
Control Statements
continue statement
break statement
pass statement
Functions
Define function
Calling a function
Function arguments
Built-in functions
Modules & Packages
Modules
How to import a module…?
Packages
How to create packages
Classes & Objects
Introduction about classes & objects
Creating a class & object
Inheritance
Methods Overriding
Data hiding
Files & Exception Handling
Writing data to a file
Reading data from a file
Read and Write data from csv file
try…except
try…except…else
finally
os module
Module 3:Getting started with Python Libraries
what is data analysis ?
why python for data analysis ?
Essential Python Libraries
Installation and setup
Ipython
Jupyter Notebook
7 VS 3.5
Module 5:Working with Pandas
Installing pandas
Pandas data frames
Pandas Series
Data aggregation with Pandas Data Frames
Concatenating and appending Data Frames
Joining Data Frames
Module 6: Data Loading, Storage and file format
Writing CSV files with numpy and pandas
JSON Data
YAML Data
Module 7: Python Regular Expressions
What are regular expressions?
The match Function
The search Function
Matching vs searching
Search and Replace
Extended Regular Expressions
Wildcard
Module 8: Python Oracle Database Access
Install the cx_Oracle and other Packages
Create Database Connection
CREATE, INSERT, READ, UPDATE and DELETE Operation
DML and DDL Oepration with Databases
Performing Transactions
Handling Database Errors
Disconnecting Database
Module9: Django
Module10: Flask
Module11: RESTAPI
Module 12: Plotting Graph on HTML Page
Introducing Matplotlib
Bar Charts
Line Charts
Scatter plots
Bubble charts
DJANGO
Introduction to Django Web Framework
Introduction to REST and API
Introduction to Restful Webservices
Django Rest Framework(DRF)
DRF Advantages and Constraints
Difference between Django and REST API
REST API pre-requisites
REST API Configuration and Installation
Serialization and Deserialization
JSON and XML
Action and handler methods
Function based and class based views
API Views
Mixins
FLASK
Section 1
Introduction to Flask
Using Python packages
Web frameworks
Decorators
Routes
Running Flask locally
Building a basic dynamic site
Debugging a Python program
Python Part 2
Booleans
Conditional Statements
Lists
Indexing into strings + lists
Looping over lists
Section 2
Flask Exercises Part 1
Using HTML templates
Jinja2 templating language
Building a guess-the-number site
Building a fortune teller site
Python Part 3
Dictionaries
APIs + JSON
Requests package
Parsing a JSON response
Section 3
Flask Exercises Part 2
Advanced Flask features
Building a stock price site
Building a weather site
Deploying Your Website
Using a Platform-as-a-Service (PaaS)
DNS basics
Adding a custom domain
Видео Full Stack Python Training | Looping | Tuples | Panda | YAML Data | Demo - Radical Technologies автора Питоновская эволюция разработки
Видео Full Stack Python Training | Looping | Tuples | Panda | YAML Data | Demo - Radical Technologies автора Питоновская эволюция разработки
Информация
2 декабря 2023 г. 20:37:01
00:38:36
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