Python Roadmap
|
|-- Fundamentals
| |-- Basics of Programming
| | |-- Introduction to Python
| | |-- Setting Up Development Environment (IDE: PyCharm, VSCode, etc.)
| |
| |-- Syntax and Structure
| | |-- Basic Syntax
| | |-- Variables and Data Types
| | |-- Operators and Expressions
|
|-- Control Structures
| |-- Conditional Statements
| | |-- If-Else Statements
| | |-- Elif Statements
| |
| |-- Loops
| | |-- For Loop
| | |-- While Loop
| |
| |-- Exception Handling
| | |-- Try-Except Block
| | |-- Finally Block
| | |-- Raise and Custom Exceptions
|
|-- Functions and Modules
| |-- Defining Functions
| | |-- Function Syntax
| | |-- Parameters and Arguments
| | |-- Return Statement
| |
| |-- Lambda Functions
| | |-- Syntax and Usage
| |
| |-- Modules and Packages
| | |-- Importing Modules
| | |-- Creating and Using Packages
|
|-- Object-Oriented Programming (OOP)
| |-- Basics of OOP
| | |-- Classes and Objects
| | |-- Methods and Constructors
| |
| |-- Inheritance
| | |-- Single and Multiple Inheritance
| | |-- Method Overriding
| |
| |-- Polymorphism
| | |-- Method Overloading (using default arguments)
| | |-- Operator Overloading
| |
| |-- Encapsulation
| | |-- Access Modifiers (Public, Private, Protected)
| | |-- Getters and Setters
| |
| |-- Abstraction
| | |-- Abstract Base Classes
| | |-- Interfaces (using ABC module)
|
|-- Advanced Python
| |-- File Handling
| | |-- Reading and Writing Files
| | |-- Working with CSV and JSON Files
| |
| |-- Iterators and Generators
| | |-- Creating Iterators
| | |-- Using Generators and Yield Statement
| |
| |-- Decorators
| | |-- Function Decorators
| | |-- Class Decorators
|
|-- Data Structures
| |-- Lists
| | |-- List Comprehensions
| | |-- Common List Methods
| |
| |-- Tuples
| | |-- Immutable Sequences
| |
| |-- Dictionaries
| | |-- Dictionary Comprehensions
| | |-- Common Dictionary Methods
| |
| |-- Sets
| | |-- Set Operations
| | |-- Set Comprehensions
|
|-- Libraries and Frameworks
| |-- Data Science
| | |-- NumPy
| | |-- Pandas
| | |-- Matplotlib
| | |-- Seaborn
| | |-- SciPy
| |
| |-- Web Development
| | |-- Flask
| | |-- Django
| |
| |-- Automation
| | |-- Selenium
| | |-- BeautifulSoup
| | |-- Scrapy
|
|-- Testing in Python
| |-- Unit Testing
| | |-- Unittest
| | |-- PyTest
| |
| |-- Mocking
| | |-- unittest.mock
| | |-- Using Mocks and Patches
|
|-- Deployment and DevOps
| |-- Containers and Microservices
| | |-- Docker (Dockerfile, Image Creation, Container Management)
| | |-- Kubernetes (Pods, Services, Deployments, Managing Python Applications on Kubernetes)
|
|-- Best Practices and Advanced Topics
| |-- Code Style
| | |-- PEP 8 Guidelines
| | |-- Code Linters (Pylint, Flake8)
| |
| |-- Performance Optimization
| | |-- Profiling and Benchmarking
| | |-- Using Cython and Numba
| |
| |-- Concurrency and Parallelism
| | |-- Threading
| | |-- Multiprocessing
| | |-- Asyncio
|
|-- Building and Distributing Packages
| |-- Creating Packages
| | |-- setuptools
| | |-- Creating environment setup
| |
| |-- Publishing Packages
| | |-- PyPI
| | |-- Versioning and Documentation
Best Resource to learn Python
Python Interview Questions with Answers
Freecodecamp Python ML Course with FREE Certificate
Python for Data Analysis
Python course for beginners by Microsoft
Scientific Computing with Python
Python course by Google
Python Free Resources
Please give us credits while sharing: -> https://t.me/free4unow_backup
ENJOY LEARNING ππ
|
|-- Fundamentals
| |-- Basics of Programming
| | |-- Introduction to Python
| | |-- Setting Up Development Environment (IDE: PyCharm, VSCode, etc.)
| |
| |-- Syntax and Structure
| | |-- Basic Syntax
| | |-- Variables and Data Types
| | |-- Operators and Expressions
|
|-- Control Structures
| |-- Conditional Statements
| | |-- If-Else Statements
| | |-- Elif Statements
| |
| |-- Loops
| | |-- For Loop
| | |-- While Loop
| |
| |-- Exception Handling
| | |-- Try-Except Block
| | |-- Finally Block
| | |-- Raise and Custom Exceptions
|
|-- Functions and Modules
| |-- Defining Functions
| | |-- Function Syntax
| | |-- Parameters and Arguments
| | |-- Return Statement
| |
| |-- Lambda Functions
| | |-- Syntax and Usage
| |
| |-- Modules and Packages
| | |-- Importing Modules
| | |-- Creating and Using Packages
|
|-- Object-Oriented Programming (OOP)
| |-- Basics of OOP
| | |-- Classes and Objects
| | |-- Methods and Constructors
| |
| |-- Inheritance
| | |-- Single and Multiple Inheritance
| | |-- Method Overriding
| |
| |-- Polymorphism
| | |-- Method Overloading (using default arguments)
| | |-- Operator Overloading
| |
| |-- Encapsulation
| | |-- Access Modifiers (Public, Private, Protected)
| | |-- Getters and Setters
| |
| |-- Abstraction
| | |-- Abstract Base Classes
| | |-- Interfaces (using ABC module)
|
|-- Advanced Python
| |-- File Handling
| | |-- Reading and Writing Files
| | |-- Working with CSV and JSON Files
| |
| |-- Iterators and Generators
| | |-- Creating Iterators
| | |-- Using Generators and Yield Statement
| |
| |-- Decorators
| | |-- Function Decorators
| | |-- Class Decorators
|
|-- Data Structures
| |-- Lists
| | |-- List Comprehensions
| | |-- Common List Methods
| |
| |-- Tuples
| | |-- Immutable Sequences
| |
| |-- Dictionaries
| | |-- Dictionary Comprehensions
| | |-- Common Dictionary Methods
| |
| |-- Sets
| | |-- Set Operations
| | |-- Set Comprehensions
|
|-- Libraries and Frameworks
| |-- Data Science
| | |-- NumPy
| | |-- Pandas
| | |-- Matplotlib
| | |-- Seaborn
| | |-- SciPy
| |
| |-- Web Development
| | |-- Flask
| | |-- Django
| |
| |-- Automation
| | |-- Selenium
| | |-- BeautifulSoup
| | |-- Scrapy
|
|-- Testing in Python
| |-- Unit Testing
| | |-- Unittest
| | |-- PyTest
| |
| |-- Mocking
| | |-- unittest.mock
| | |-- Using Mocks and Patches
|
|-- Deployment and DevOps
| |-- Containers and Microservices
| | |-- Docker (Dockerfile, Image Creation, Container Management)
| | |-- Kubernetes (Pods, Services, Deployments, Managing Python Applications on Kubernetes)
|
|-- Best Practices and Advanced Topics
| |-- Code Style
| | |-- PEP 8 Guidelines
| | |-- Code Linters (Pylint, Flake8)
| |
| |-- Performance Optimization
| | |-- Profiling and Benchmarking
| | |-- Using Cython and Numba
| |
| |-- Concurrency and Parallelism
| | |-- Threading
| | |-- Multiprocessing
| | |-- Asyncio
|
|-- Building and Distributing Packages
| |-- Creating Packages
| | |-- setuptools
| | |-- Creating environment setup
| |
| |-- Publishing Packages
| | |-- PyPI
| | |-- Versioning and Documentation
Best Resource to learn Python
Python Interview Questions with Answers
Freecodecamp Python ML Course with FREE Certificate
Python for Data Analysis
Python course for beginners by Microsoft
Scientific Computing with Python
Python course by Google
Python Free Resources
Please give us credits while sharing: -> https://t.me/free4unow_backup
ENJOY LEARNING ππ
Job Title: Video Editor
Job Type: On-site - Freelance
Job Sector: #Media_and_communication
Work Location: Addis Ababa, Ethiopia
Experience Level: Intermediate
Salary/Compensation: Monthly
Deadline: September 19th, 2024
Description:
we're looking for a talented Video Editor to join our team.
### Responsibilities:
- Edit and assemble video footage, ensuring seamless transitions, proper pacing, and engaging storytelling.
- Collaborate with our creative team to understand project goals and deliver high-quality video content.
- Work on a variety of projects, including promotional videos, social media content, and client presentations.
- Optimize video content for various platforms (YouTube, Instagram, etc.).
- Manage project timelines and meet deadlines consistently.
### Requirements:
- Experience: Prior experience in video editing is essential. Show us your portfolio!
- Technical Skills: Proficiency in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro, DaVinci Resolve).
- Hardware: Must have a capable PC or Mac for smooth editing.
- Language: Excellent command of English (both written and spoken).
- Creativity: A flair for storytelling, composition, and visual aesthetics.
- Graphic Design Skills: Bonus points if you can create simple graphics or animations.
- Adaptability: Willingness to learn and adapt to different styles and project requirements.
### Compensation:
- This is a project-based internship. You'll be compensated per completed project.
- As you gain experience and prove your skills, there's potential for growth within our team.
### How to Apply:
Ready to make your mark in the world of video editing? Send us the following:
1. Your resume and a link to your portfolio.
__________________
Private Client
5 Jobs Posted
From: @freelance_ethio | @freelanceethbot
For our Amharic Channel, Join @afriworkamharic
Job Type: On-site - Freelance
Job Sector: #Media_and_communication
Work Location: Addis Ababa, Ethiopia
Experience Level: Intermediate
Salary/Compensation: Monthly
Deadline: September 19th, 2024
Description:
we're looking for a talented Video Editor to join our team.
### Responsibilities:
- Edit and assemble video footage, ensuring seamless transitions, proper pacing, and engaging storytelling.
- Collaborate with our creative team to understand project goals and deliver high-quality video content.
- Work on a variety of projects, including promotional videos, social media content, and client presentations.
- Optimize video content for various platforms (YouTube, Instagram, etc.).
- Manage project timelines and meet deadlines consistently.
### Requirements:
- Experience: Prior experience in video editing is essential. Show us your portfolio!
- Technical Skills: Proficiency in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro, DaVinci Resolve).
- Hardware: Must have a capable PC or Mac for smooth editing.
- Language: Excellent command of English (both written and spoken).
- Creativity: A flair for storytelling, composition, and visual aesthetics.
- Graphic Design Skills: Bonus points if you can create simple graphics or animations.
- Adaptability: Willingness to learn and adapt to different styles and project requirements.
### Compensation:
- This is a project-based internship. You'll be compensated per completed project.
- As you gain experience and prove your skills, there's potential for growth within our team.
### How to Apply:
Ready to make your mark in the world of video editing? Send us the following:
1. Your resume and a link to your portfolio.
__________________
Private Client
5 Jobs Posted
From: @freelance_ethio | @freelanceethbot
For our Amharic Channel, Join @afriworkamharic
Job Title: α¨ααα₯ α£ααα«
Job Type: On-site - Permanent (Full-time)
Job Sector: #Food_and_Drink_preparation_or_service
Work Location: Addis Ababa, Ethiopia
Education Qualification: Certificate
Experience Level: Intermediate
Salary/Compensation: Monthly
Deadline: September 25th, 2024
Description:
α α αα‘ ααα¨αα°α α¬α΅αΆα«αα³α½α αΌα α₯αααααα::
α ααα₯ α ααααα΅ α¨α°αα¨α/α½ α₯α α¨1-2 α αα΅ α¨α΅α« ααα΅ α«αα α ααα α€α΅ α¨α°α«/α½ α’αα α¨α°αα¨α αα
α¨ααααααΈα α¨ααα₯ α αααΆα½ αα΅α₯ α αααα΅ α³αα΅αα½α£ α ααα , αα α₯α ααα α«α αααΆα½ α₯αα° α¦ααα΅, αα¬αα½ αΆα΅α΅, α¨α¨α₯α³, αα α¬α, ααα, αα’α« α¨αα³α°αα΅ ααΈα
ααα α΅α« αααΆα½α α΄αΆα½α αααα¨α΅ αα½αα
__________________
Private Client
2 Jobs Posted
From: @freelance_ethio | @freelanceethbot
For our Amharic Channel, Join @afriworkamharic
Job Type: On-site - Permanent (Full-time)
Job Sector: #Food_and_Drink_preparation_or_service
Work Location: Addis Ababa, Ethiopia
Education Qualification: Certificate
Experience Level: Intermediate
Salary/Compensation: Monthly
Deadline: September 25th, 2024
Description:
α α αα‘ ααα¨αα°α α¬α΅αΆα«αα³α½α αΌα α₯αααααα::
α ααα₯ α ααααα΅ α¨α°αα¨α/α½ α₯α α¨1-2 α αα΅ α¨α΅α« ααα΅ α«αα α ααα α€α΅ α¨α°α«/α½ α’αα α¨α°αα¨α αα
α¨ααααααΈα α¨ααα₯ α αααΆα½ αα΅α₯ α αααα΅ α³αα΅αα½α£ α ααα , αα α₯α ααα α«α αααΆα½ α₯αα° α¦ααα΅, αα¬αα½ αΆα΅α΅, α¨α¨α₯α³, αα α¬α, ααα, αα’α« α¨αα³α°αα΅ ααΈα
ααα α΅α« αααΆα½α α΄αΆα½α αααα¨α΅ αα½αα
__________________
Private Client
2 Jobs Posted
From: @freelance_ethio | @freelanceethbot
For our Amharic Channel, Join @afriworkamharic