Official Python Docs
https://docs.python.org/3/
Tools:
https://docs.python-guide.org/en/latest/dev/virtualenvs/
https://www.pythonforbeginners.com/basics/python-pip-usage
Practice:
https://www.practicepython.org/
https://www.hackerrank.com
https://wiki.python.org/moin/PythonDecorators
Python GUI FAQ
https://docs.python.org/3/faq/gui.html
https://docs.python.org/3/
Tools:
https://docs.python-guide.org/en/latest/dev/virtualenvs/
https://www.pythonforbeginners.com/basics/python-pip-usage
Practice:
https://www.practicepython.org/
https://www.hackerrank.com
https://wiki.python.org/moin/PythonDecorators
Python GUI FAQ
https://docs.python.org/3/faq/gui.html
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Variables in Python ✅
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If you want to learn Python for data analysis prioritise:
- NumPy (maths)
- Pandas (data wrangling)
- Matplotlib (Data visualisation)
- Seaborn (built on top of matplotlib, has higher level interface capabilities)
- OS (Operating System Interaction for working with files and folders)
Master the above and you'll be able to defend yourself against any data requests that come your way.
#python
- NumPy (maths)
- Pandas (data wrangling)
- Matplotlib (Data visualisation)
- Seaborn (built on top of matplotlib, has higher level interface capabilities)
- OS (Operating System Interaction for working with files and folders)
Master the above and you'll be able to defend yourself against any data requests that come your way.
#python
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Python Physics-Based Simulation App Roadmap
Stage 1 - Python Basics (OOP, numpy)
Stage 2 - Physics Concepts (Gravity, Forces)
Stage 3 - Rendering (Pygame, Pyglet)
Stage 4 - Physics (Collisions, Rigid Bodies)
Stage 5 - Fluid Dynamics (Custom Algorithms)
Stage 6 - Interaction (Tkinter, PyQt)
Stage 7 - Optimization (Multithreading)
Stage 8 - Export (JSON Formats)
🏆 – Python Physics-Based Simulation App
Stage 1 - Python Basics (OOP, numpy)
Stage 2 - Physics Concepts (Gravity, Forces)
Stage 3 - Rendering (Pygame, Pyglet)
Stage 4 - Physics (Collisions, Rigid Bodies)
Stage 5 - Fluid Dynamics (Custom Algorithms)
Stage 6 - Interaction (Tkinter, PyQt)
Stage 7 - Optimization (Multithreading)
Stage 8 - Export (JSON Formats)
🏆 – Python Physics-Based Simulation App
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PYTHON FOR EVERYTHING:
Python + Flask = Web Development
Python + Django = Full-Stack Web Applications
Python + NumPy = Scientific Computing
Python + Pandas = Data Analysis
Python + TensorFlow = Machine Learning
Python + Keras = Deep Learning
Python + OpenCV = Computer Vision
Python + Matplotlib = Data Visualization
Python + Scrapy = Web Scraping
Python + PyTorch = Neural Networks
Python + SQLAlchemy = Database Management
Python + Selenium = Automated Testing
Python + Flask = Web Development
Python + Django = Full-Stack Web Applications
Python + NumPy = Scientific Computing
Python + Pandas = Data Analysis
Python + TensorFlow = Machine Learning
Python + Keras = Deep Learning
Python + OpenCV = Computer Vision
Python + Matplotlib = Data Visualization
Python + Scrapy = Web Scraping
Python + PyTorch = Neural Networks
Python + SQLAlchemy = Database Management
Python + Selenium = Automated Testing
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Python Libraries & Frameworks
👇👇
https://www.linkedin.com/posts/sqlspecialist_leverage-your-skills-from-google-ibm-and-activity-7268558128181379072--JuI
👇👇
https://www.linkedin.com/posts/sqlspecialist_leverage-your-skills-from-google-ibm-and-activity-7268558128181379072--JuI
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Cheat-Sheets For Pandas 🐼
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