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Python Course Curriculum

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38h 54m
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Introduction

Introduction to the course

Basic Python Concepts

Installing Python And PyCharm
Hello World Program In Python
Some other mathematical operations in Python
Strings In Python
Accepting input from the user in Python
Performing operations on a string in Python
Variables in Python
In place operators in Python.
Writing our very first program in PyCharm
Coding Challenge Part 1

Control Structures In Python

If statement in Python
Elif statement in Python
Introduction to lists in Python
List operations in Python
List functions in Python
Range function in Python
Code reuse and functions in Python
For Loop in Python
Boolean logic in Python
While loop in Python

Functions & Modules In Python

Passing arguments to functions in Python
Making function return value in Python
Passing functions as arguments in Python
Modules in Python

Exception Handling & File Handling In Python

Errors & exceptions in Python
Exception handling in Python
Finally block
File handling
Reading data from file
Adding data to the file
Appending to a file

Some More Types In Python

Dictionaries
Dictionary Functions
Tuples
List Slicing
List Comprehension
String formatting
String functions
Numeric functions

Functional Programming In Python

Functional programming
Lambdas in Python
Map in Python
Filters in Python
Generators in Python

Object Oriented Programming In Python

Introduction To Object Oriented Programming, Classes & Objects
Class Methods
Creating A Class & Defining Class Attributes
Instance Attributes & Constructor
Implementing Methods In Object Oriented Programming
Function Based vs OOP Way Of Writing Code
Inheritance
Multiple Inheritance
Multi-level Inheritance
Recursion in Python
Sets
Itertools
Operator overloading in Python
Data hiding in Python

Regular Expressions In Python

Regular expressions in Python
Search & find all
Find & replace
The dot metacharacter
Caret & dollar metacharacter
Character class
Star metacharacter
Group

Create GUI Apps In Python Using Tkinter

Tkinter : Hello world program
Tkinter: Using frames
Tkinter: Grid layout
Tkinter: Self adjusting widgets
Tkinter: Handling button clicks
Tkinter: Using classes
Tkinter: Using drop downs
Tkinter: Toolbar
Tkinter: Making Status Bar
Tkinter: Message box
Tkinter Drawing

Building Calculator App Using Tkinter

Building Calculator App Part 1
Building Calculator App Part 2
Building Calculator App Part 3
Building Calculator App Part 4

Building Database Apps With PostgreSQL & Python

Introduction To Databases
Introduction To PostgreSQL
Installing PostgreSQL On Windows
Installing PostgreSQL On Mac
Creating A Database
Creating Table & Adding Data
Reading Data From Database
Setting Up Virtualenv on Mac
Setting Up Virtualenv On Windows
Installing Psycopg2
Connecting To Database With Python Code
Creating Database Tables With Python
Adding Data To Database Tables With Python
User Submitted Data To Database
Creating App Layout
Adding Entries
Saving Entries To Database
Search Functionality
Listing All Entries

Data Analysis Using Python

Data Analysis
Installing Anaconda
Libraries important properties
Importing CSV file
Methods to view file
Data cleaning
Data Formatting
Data normalization
Data Normalization 2
Binning
Binning 2
Value counts
Boxplot and Scatterplot
Groupby
Pivot
Heat map 1
Heat map 2
ANOVA
Correlation
Correlation 2
Simple Linear Regression
Multiple Linear Regression
Simple Linear Regression using Python
Multiple Linear Regression using Python
Regression Plot
Residual plot
Distribution plot 1
Distribution plot 2
Polynomial Regression 1
Polynomial Regression 2
In Sample Evaluation
Mean Squared Error
R Squared 1
R Squared 2

Make Web Applications In Python Using Django

Django Tutorial 1: Installing Django on Windows
Django Tutorial 2: Creating Our First Django Project
Django Tutorial 3: Creating Our Own App
Django Tutorial 4: Overview Of an App in Django
Django Tutorial 5: Creating Our Own Views in Django
Django Tutorial 6: Applying Migrations
Django Tutorial 7: Creating Books Table in Django
Django Tutorial 8: Final Steps in Creating Table
Django Tutorial 9: Adding Data to the Database Tables
Django Tutorial 10: Filtering the Results
Django Tutorial 11: Admin Panel in Django
Django Tutorial 12: Creating Another View in Django
Django Tutorial 13: Connecting to the Database
Django Tutorial 14: Creating Templates
Django Tutorial 15: Rendering Templates
Django Tutorial 16: Raising a 404 Error
Django Tutorial 17: Designing The Detail View
Django Tutorial 18: Removing The Hardcoded Urls
Django Tutorial 19: Namespaces in Django
Django Tutorial 20: Using Static Files In Django
Django Tutorial 21: Creating Our Navigation Bar
Django Tutorial 22: Navigation Bar Touchup
Django Tutorial 23: Using Base Templates
Django Tutorial 24: Generic Views In Django
Django Tutorial 25: Design Touchup
Django Tutorial 26: Form To Add Books
Django Tutorial 27: Form part - 2

Make Web Applications Using Django Part-2

Using virtual environment
Django 2 Lecture 1 Creating a project
Django 2 Lecture 2 Creating An App
Django 2 Lecture 3 Overview of an app
Django 2 Lecture 4 Creating a View
Django 2 Lecture 5 Applying Migrations
Django 2 Lecture 6 Creating Models
Django 2 Lecture 7 Creating Database Tables
Django 2 Lecture 8 Adding Data To Database
Django 2 Lecture 9 Filtering Results
Django 2 Lecture 10 Creating A Super User
Django 2 Lecture 11 Creating Another View
Django 2 Lecture 12 Connecting To The Database
Django 2 Lecture 13 Creating Templates
Django 2 Lecture 14 Using Render
Django 2 Lecture 15 Raising 404 Error
Django 2 Lecture 16 Designing The Detail View
Django 2 Lecture 17 Removing Hard Coded URLs
Django 2 Lecture 18 Using Namespaces
Django 2 Lecture 19 Using Static Files
Django 2 Lecture 20 Designing Navbar
Django 2 Lecture 21 Navbar Touchup

Make Web Applications in Python Using Flask

Flask Tutorial 1: Creating Directory Structure
Flask Tutorial 2: Hello world
Flask Tutorial 3: Routing
Flask Tutorial 4: Variables
Flask Tutorial 5: Dynamic Urls
Flask Tutorial 6: Passing Data To The Server
Flask Tutorial 7: Templates
Flask Tutorial 8: Templates Passing Data
Flask Tutorial 9: Using Templates
Flask Tutorial 10: Passing Form Data To Templates
Flask Tutorial 11: Using Cookies

Building REST API's with Python and Django

Introduction to API
Building a basic REST API using Django REST Framework
Creating API Endpoints
Adding Image Field
Filtering
Search functionality
API Authentication

Crawl Websites Using Python : Web Crawling

Python Web Crawler Part -1
Python Web Crawler Part -2
Python Web Crawler Part -3
Python Web Crawler Part -4
Python Web Crawler Part -5
Python Web Crawler Part -6
Python Web Crawler Part -7
Python Web Crawler Part -8
Python Web Crawler Part -9
Python Web Crawler Part -10
Python Web Crawler Part -11
Python Web Crawler Part -12
Python Web Crawler Part -13
Python Web Crawler Part -14
Python Web Crawler Part -15
Python Web Crawler Part -16
Python Web Crawler Part -17
Python Web Crawler Part -18
Python Web Crawler Part -19

Automation With Selenium Web Driver and Python

Introduction to Selenium
Installing Selenium
Opening a URL
Automating Google Search
Find Elements By XPATH
Clicking Links
Refreshing a Webpage
Using Forward and Backward Navigation Buttons
Scrolling and Getting the Current URL

Building A Facebook Auto Poster

Building A Facebook Auto Poster

Python Best Practices: Writing Clean & Efficient Python Code

Writing Clean Python Code: Best Practices part 1
Writing Clean Python Code: Best Practices part 2
Writing Clean Python Code: Best Practices part 3
Writing Clean Python Code: Best Practices part 4
Writing Clean Python Code: Best Practices part 5

Network Programming In Python Using Sockets : Building A Chat Application

IP Address
Ports & Sockets
Creating A Client
Sending Messages
Using Buffer
Building The Messaging Functionality
Sending Messages To Client
Programming Send Functionality
Completing Our Chat App

Image Processing With OpenCV & Python

Introduction To OpenCV
Installing OpenCV
Reading & Displaying Images
Capturing Video From Webcam
Drawing Shapes On Images
Mouse Callback Events
Manipulating Pixels
Color Spaces In OpenCV
Object Tracking In Images
Object Tracking In Videos
Simple Thresholding
Simple Thresholding Implementation
Adaptive Thresholding
Adaptive Thresholding Implementation
Geometric Transformation Of Images
Geometric Transformation Of Images Implementation
Image Blurring
Image Blurring Implementation
Averaging
Gaussian Filtering

Miscellaneous Content

Updating entries in Django with UpdateView
Bootstrap part 1: Introduction To Bootstrap
Bootstrap Part 2: Adding Bootstrap To Our Site
Bootstrap Part 3: Bootstrap Grid System
Bootstrap Part 4: Grid Classes Part 1
Bootstrap Part 5: Grid Classes Part 2
Bootstrap Part 6: Grid Column Offset
Bootstrap Part 7: Making Images Responsive
Bootstrap Part 8: Nesting of Rows & Columns

Regular Expressions Revisited

Introduction to Regular Expressions & Raw Strings
Search & Match Methods
Introduction To Meta Characters
Introduction To Plus Meta Character
Plus Meta Character Example
Introduction To Curly Braces
Curly Braces Example
Introduction To Wildcard
Wildcard Example
Optional Meta Character
Caret Meta Character
Character Classes Part 1
Character Classes Part 2

Conclusion

Conclusion
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Course Details

Python is one of the most popular languages that are highly recommended, especially for ease of use, strength, and adaptability. It is used very broadly by different businesses to include data analysis, web development, automation, artificial intelligence, and machine learning. Tutedude's Python Online Course provides a systematic and engaging approach to learning Python, so it's suitable for beginners and experts. This course combines expert-led teaching with real-world projects to ensure that students do not just understand the theoretical parts of Python but also apply them in practice.

Tutedude's Python Tutorial slowly introduces students to the basics of Python programming before moving to the more complex ideas. Every topic in this Python course is fragmented and listed into video tutorials that are clearly understood. The expected outcome of this course includes learning to write their own projects, the usage of Python to handle real-life problems, and coming up with initial Python code. This syllabus is proposed to ensure that students not only understand the ideas but also know how to apply them by balancing theory and practical application. By the end of this course, students will have a solid foundation and the self-confidence to write their own Python programs.

This Python Online Course is great for people who do not know how to program and have no coding knowledge at all. It's also great for students that want to learn more programming, professionals that want to acquire new skills, or business owners that need to use Python to automate certain tasks. Since it is written in simple terms, everyone could easily understand the course regardless of technical experience or background. Python for Beginners is the best application to use when aiming for one that provides both actual practice and great explanations as it is flexible and gives clear instructions.

The tutorial with Tutedude's course starts with the basic course material, such as variables, types of data, and control structures, and later evolves gradually to more complex themes that include object-oriented programming and data manipulation, plus standard web development frameworks in terms of Flask and Django. The course also talks about tools for automating the redundant actions and key Python libraries for data analysis that add up to making Python such an effective tool for applications in a variety of fields. This program shall equip the students with rich real-world experience by having real-world projects and practical training, thereby improving confidence and skill. This Python course gives you the tools to succeed in areas like automation, web development, data science, and artificial intelligence.

Tutedude's Python Online Course is a great place to enroll in mastering Python as it stands out with commitment to quality and support to the learner. The course has been developed by professionals working in the industry. Students also receive lifetime access to course materials, so this is a great long-term resource. This investment has no risk as there are expert guides that provide detailed person-centered guidance and immediate answers to any questions, including receiving a full refund upon course completion. That means this Python tutorial allows providing every type of required assistance for your programming future.

Register now and upgrade your Python skills with Tutedude's low-cost course for beginners. Get hands-on experience in web development, data analysis, and programming.

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