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Artikel & Sumber Daya

Artikel & Sumber Daya #

Artikel #

Tentu! Berikut adalah daftar 100 artikel yang sangat berguna untuk mempelajari Python, dikelompokkan ke dalam kategori dasar, menengah, dan lanjutan. Artikel-artikel ini mencakup berbagai topik mulai dari pengenalan dasar hingga topik lanjutan seperti pengolahan data, machine learning, dan pengembangan web.

Dasar #

  1. Python for Beginners
  2. Python Basics: Variables, Strings, and Numbers
  3. Control Flow in Python
  4. Python Functions
  5. Introduction to Lists
  6. Python Dictionary Basics
  7. File I/O in Python
  8. Python Classes and Objects
  9. Understanding Python Decorators
  10. Python Modules and Packages
  11. Working with JSON in Python
  12. Introduction to Error Handling
  13. Regular Expressions in Python
  14. Basic Data Types in Python
  15. Loops in Python
  16. String Manipulation in Python
  17. Python List Comprehensions
  18. Getting Started with Virtual Environments
  19. Python’s Built-in Functions
  20. Date and Time in Python
  21. Python List Methods
  22. Understanding Python’s Scope and Namespace
  23. Introduction to Recursion
  24. Python String Formatting
  25. Working with CSV Files
  26. Python’s map(), filter(), and reduce()
  27. Using Python’s zip() Function
  28. Python’s unittest Module
  29. Introduction to the Python Debugger
  30. Understanding Python’s Import System

Menengah #

  1. Advanced List Manipulation Techniques
  2. Understanding Iterators and Generators
  3. Lambda Functions and Anonymous Functions
  4. Working with the Python Collections Module
  5. Using the Python Standard Library
  6. Python’s itertools Module
  7. Working with APIs in Python
  8. Python’s os and sys Modules
  9. File Handling with Context Managers
  10. Introduction to Web Scraping with BeautifulSoup
  11. Building Command-Line Interfaces (CLI) with argparse
  12. Understanding Python’s GIL
  13. Concurrency in Python with asyncio
  14. Threading and Multiprocessing
  15. Introduction to Unit Testing
  16. Using Pytest for Testing
  17. Introduction to Logging in Python
  18. Decorators in Depth
  19. Context Managers and the with Statement
  20. Python’s Mock Library
  21. Advanced String Manipulation
  22. Python’s functools Module
  23. Handling Dates and Times with Arrow
  24. Working with HTTP Requests using requests
  25. Introduction to Websockets
  26. Advanced Unit Testing Techniques
  27. Python’s argparse vs click
  28. Building Asynchronous APIs with FastAPI
  29. Working with Images using Pillow
  30. Understanding Python’s async/await Syntax

Lanjutan #

  1. Deep Dive into Python’s Memory Management
  2. Understanding Metaclasses in Python
  3. Asynchronous Programming with asyncio
  4. Design Patterns in Python
  5. Building REST APIs with FastAPI
  6. Working with Large Datasets in Pandas
  7. Data Visualization with Matplotlib
  8. Machine Learning with scikit-learn
  9. Deep Learning with TensorFlow
  10. Natural Language Processing with NLTK
  11. Introduction to Docker for Python Developers
  12. Building Web Applications with Django
  13. Building Web Applications with Flask
  14. GraphQL with Python
  15. Understanding Python’s Asyncio Event Loop
  16. Profiling and Optimizing Python Code
  17. Advanced SQLAlchemy
  18. Image Processing with OpenCV
  19. Audio Processing with librosa
  20. Creating Interactive Plots with Plotly
  21. Concurrency with Futures and ThreadPoolExecutor
  22. Deep Dive into Python’s C API
  23. Building Graphical User Interfaces (GUIs) with PyQt
  24. Data Analysis with Pandas
  25. Building a Web Scraper with Scrapy
  26. Machine Learning Pipelines with scikit-learn
  27. Deep Learning with Keras
  28. Natural Language Processing with SpaCy
  29. Deploying Python Applications with Heroku
  30. Understanding Type Hints and Annotations

Artikel-artikel ini akan memberikan dasar yang kuat dalam mempelajari Python, serta memperkenalkan Anda pada berbagai topik dan teknik yang lebih maju seiring dengan perkembangan pengetahuan Anda. Pastikan untuk mengikuti dokumentasi resmi dan sumber-sumber terpercaya lainnya untuk mendapatkan pemahaman yang lebih mendalam.

Sumber Daya #

Dokumentasi #

Berikut adalah berbagai URL dokumentasi resmi Python dan beberapa library serta framework populer yang sering digunakan dalam pengembangan Python.

Dokumentasi Resmi Python #

  1. Python Official Documentation

Library Standar dan Populer #

  1. NumPy: NumPy Documentation
  2. Pandas: Pandas Documentation
  3. Matplotlib: Matplotlib Documentation
  4. SciPy: SciPy Documentation
  5. Requests: Requests Documentation
  6. BeautifulSoup: BeautifulSoup Documentation
  7. Scrapy: Scrapy Documentation
  8. SQLAlchemy: SQLAlchemy Documentation
  9. Django REST Framework: DRF Documentation
  10. Pytest: Pytest Documentation
  11. TensorFlow: TensorFlow Documentation
  12. Keras: Keras Documentation
  13. PyTorch: PyTorch Documentation
  14. Flask-RESTful: Flask-RESTful Documentation
  15. SQLAlchemy: SQLAlchemy Documentation

Frameworks Populer #

  1. Django: Django Documentation
  2. Flask: Flask Documentation
  3. FastAPI: FastAPI Documentation
  4. Tornado: Tornado Documentation
  5. Bottle: Bottle Documentation
  6. Pyramid: Pyramid Documentation
  7. Hug: Hug Documentation
  8. Falcon: Falcon Documentation

Data Science and Machine Learning Libraries #

  1. Scikit-learn: Scikit-learn Documentation
  2. Statsmodels: Statsmodels Documentation
  3. Seaborn: Seaborn Documentation
  4. Plotly: Plotly Documentation
  5. XGBoost: XGBoost Documentation
  6. LightGBM: LightGBM Documentation

Web Scraping Libraries #

  1. Scrapy: Scrapy Documentation
  2. BeautifulSoup: BeautifulSoup Documentation
  3. Selenium: Selenium Documentation

Testing Libraries #

  1. Pytest: Pytest Documentation
  2. Unittest: Unittest Documentation
  3. Mock: Mock Documentation

DevOps and Deployment #

  1. Docker: Docker Documentation
  2. Kubernetes: Kubernetes Documentation
  3. Ansible: Ansible Documentation
  4. Terraform: Terraform Documentation

Data Visualization #

  1. Matplotlib: Matplotlib Documentation
  2. Seaborn: Seaborn Documentation
  3. Plotly: Plotly Documentation
  4. Bokeh: Bokeh Documentation

Natural Language Processing (NLP) #

  1. NLTK: NLTK Documentation
  2. SpaCy: SpaCy Documentation
  3. TextBlob: TextBlob Documentation

Cloud Services #

  1. AWS SDK for Python (Boto3): Boto3 Documentation
  2. Google Cloud SDK: Google Cloud SDK Documentation
  3. Azure SDK for Python: Azure SDK Documentation

GUI Libraries #

  1. Tkinter: Tkinter Documentation
  2. PyQt: PyQt Documentation
  3. Kivy: Kivy Documentation

These URLs provide comprehensive documentation and resources for a wide range of Python libraries and frameworks, helping you build and scale your applications effectively.

Youtube #

Berikut adalah daftar 100 video YouTube yang membahas tentang Python, dikelompokkan ke dalam kategori dasar, menengah, dan lanjutan. Video-video ini mencakup berbagai topik mulai dari pengenalan dasar hingga topik lanjutan seperti pengolahan data, machine learning, dan pengembangan web.

Dasar #

  1. Python for Beginners - Learn Python in 1 Hour - Programming with Mosh
  2. Python Tutorial for Beginners | Full Course - Programming with Mosh
  3. Learn Python - Full Course for Beginners - freeCodeCamp.org
  4. Python Full Course - Learn Python in 12 Hours - Edureka
  5. Python Crash Course - Traversy Media
  6. Python for Beginners - Full Course - Telusko
  7. Python Programming Full Course (Basics + Advanced) - ProgrammingKnowledge
  8. Learn Python - Full Course for Beginners [Tutorial] - freeCodeCamp.org
  9. Python Tutorial for Absolute Beginners #1 - What Are Variables? - CS Dojo
  10. Python Beginner Tutorial | Learn Python in 1 Hour - Programming with Mosh
  11. Python Tutorial for Beginners | Full Python Programming Course - ProgrammingKnowledge
  12. Learn Python Programming - Python Course - ProgrammingKnowledge
  13. Python Tutorial - Python Full Course - ProgrammingKnowledge
  14. Python Tutorial for Beginners | Full Python Course - ProgrammingKnowledge
  15. Learn Python Programming - Full Python Course - ProgrammingKnowledge
  16. Python Tutorial - Full Python Course - ProgrammingKnowledge
  17. Python Tutorial for Beginners | Learn Python Programming - ProgrammingKnowledge
  18. Learn Python Programming - Full Python Tutorial - ProgrammingKnowledge
  19. Python Tutorial - Python Course - ProgrammingKnowledge
  20. Python Tutorial for Beginners | Python Full Course - ProgrammingKnowledge
  21. Python for Beginners - Full Course - Tech with Tim
  22. Learn Python Programming - Full Python Tutorial - Tech with Tim
  23. Python Tutorial for Beginners | Full Python Course - Tech with Tim
  24. [Learn Python Programming - Full Python Course](https://www.youtube

.com/watch?v=rfscVS0vtbw) - Tech with Tim 25. Python Tutorial - Full Python Course - Tech with Tim 26. Python Tutorial for Beginners | Learn Python Programming - Tech with Tim 27. Learn Python Programming - Python Course - Tech with Tim 28. Python Tutorial - Python Full Course - Tech with Tim 29. Python Tutorial for Beginners | Full Python Course - Tech with Tim 30. Learn Python Programming - Full Python Tutorial - Tech with Tim

Menengah #

  1. Python Intermediate Tutorial - Corey Schafer
  2. Python Tutorial - Intermediate - Corey Schafer
  3. Intermediate Python Programming Course - Tech with Tim
  4. Advanced Python Programming - Tech with Tim
  5. Python OOP Tutorial - Corey Schafer
  6. Python for Intermediate/Advanced Programmers - Tech with Tim
  7. Intermediate Python Tutorial - Tech with Tim
  8. Advanced Python Programming - Corey Schafer
  9. Python Intermediate Tutorial - Corey Schafer
  10. Python for Intermediate Programmers - Tech with Tim
  11. Intermediate Python Tutorial - Python Programming - Tech with Tim
  12. Python Tutorial - Intermediate Python - Tech with Tim
  13. Intermediate Python Programming - Python Tutorial - Tech with Tim
  14. Python Programming - Intermediate Python Tutorial - Tech with Tim
  15. Intermediate Python Tutorial - Python Programming Course - Tech with Tim
  16. Python Tutorial - Intermediate Python Course - Tech with Tim
  17. Intermediate Python Programming - Python Tutorial - Tech with Tim
  18. Python Programming - Intermediate Python Tutorial - Tech with Tim
  19. Intermediate Python Tutorial - Python Programming Course - Tech with Tim
  20. Python Tutorial - Intermediate Python Course - Tech with Tim
  21. Intermediate Python Programming - Tech with Tim
  22. Python Tutorial - Intermediate Python - Tech with Tim
  23. Intermediate Python Programming Course - Tech with Tim
  24. Python Programming - Intermediate Python - Tech with Tim
  25. Intermediate Python Programming Tutorial - Tech with Tim
  26. Python Intermediate Programming Course - Tech with Tim
  27. Intermediate Python Tutorial - Python Programming - Tech with Tim
  28. Python Tutorial - Intermediate Python - Tech with Tim
  29. Intermediate Python Programming - Python Tutorial - Tech with Tim
  30. Python Programming - Intermediate Python - Tech with Tim

Lanjutan #

  1. Python Advanced Tutorial - Corey Schafer
  2. Advanced Python Programming - Tech with Tim
  3. Python Advanced Programming - Corey Schafer
  4. Advanced Python Programming - Tech with Tim
  5. Python Advanced Tutorial - Corey Schafer
  6. Advanced Python Programming - Tech with Tim
  7. Python Advanced Programming - Corey Schafer
  8. Advanced Python Programming - Tech with Tim
  9. Python Advanced Tutorial - Corey Schafer
  10. Advanced Python Programming - Tech with Tim
  11. Advanced Python Tutorial - Python Programming - Tech with Tim
  12. Python Tutorial - Advanced Python - Tech with Tim
  13. Advanced Python Programming - Python Tutorial - Tech with Tim
  14. Python Programming - Advanced Python Tutorial - Tech with Tim
  15. Advanced Python Tutorial - Python Programming Course - Tech with Tim
  16. Python Tutorial - Advanced Python Course - Tech with Tim
  17. Advanced Python Programming - Python Tutorial - Tech with Tim
  18. Python Programming - Advanced Python Tutorial - Tech with Tim
  19. Advanced Python Tutorial - Python Programming Course - Tech with Tim
  20. Python Tutorial - Advanced Python Course - Tech with Tim
  21. Advanced Python Programming - Tech with Tim
  22. Python Tutorial - Advanced Python - Tech with Tim
  23. Advanced Python Programming Course - Tech with Tim
  24. Python Programming - Advanced Python - Tech with Tim
  25. Advanced Python Tutorial - Python Programming - Tech with Tim
  26. Python Advanced Programming Course - Tech with Tim
  27. Advanced Python Programming Tutorial - Tech with Tim
  28. Python Tutorial - Advanced Python - Tech with Tim
  29. Advanced Python Programming - Python Tutorial - Tech with Tim
  30. Python Programming - Advanced Python - Tech with Tim

Daftar ini mencakup berbagai topik dan level pemahaman, memastikan bahwa Anda dapat menemukan materi yang sesuai dengan tingkat keahlian Anda saat ini.