• Object Oriented Programming (OOP), Functional Programming (FP)

• Data Science

• Machine Learning

• Web Development

• Chatbot

• Editor (with suggestion): Sublime Text 3 (Crack version with setup), suggestion
• Interpreter
  • Anaconda (on Windows)
  • Python3 (on Linux (Ubuntu)) (If required)

• [Linux (Ubuntu)]: sudo apt install python3

  • And use pip as package manager. Install conda using this.

  NOTE: Why not Anaconda in Linux?

  • If already installed in Windows, & Linux is running on WSL. Then, try using anaconda in Windows, so that it will not add (so many approx. 600 MB of) packages additionally in the PC/Laptop.

  • Anaconda is mainly installed because of built-in IDEs like Jupyter notebook, Spyder.

  • Also, both conda & pip package manager comes alongwith.

• Jupyter Notebook by Anaconda (used mostly in debugging each module)

• Sublime text 3 (Install conda packages after Anaconda installation) - Excel-python (with xlwings), Dash (Dashboard), Django (Web App)

Note: It depends on the project. If it consists of multiple dependent python files, then use ST3, otherwise use Jupyter Notebook.

• Sublime Text 3 ([RECOMMENDED] Editor)

  • For Python, ST3 is recommended for editing.
  • Anaconda installed & added to PATH in Windows.
  • Packages
    • Anaconda
  • Build system
    • default
  • Snippet
    • None

• Error while opening jupyterlab on cmd

Error executing Jupyter command 'lab': [WinError 5] Access is denied

- Reason: As the jupyterlab is not installed as Admin during the Anaconda installation. That's why need to be either followed: M-1 or M-2.
- Solution 1

python -m jupyterlab

- Solution 2

step1: open your anaconda navigator 
step2: click on jupyter lab setting option and then remove it
step2: Now open your anaconda prompt and type the following command "conda install -c conda-forge jupyterlab"

• Python Algorithms - https://github.com/TheAlgorithms/Python
• HackerRank Problems and Solutions - https://github.com/juhilsomaiya/HackerRank-Python-Algorithm-Solution
• Plotly Offline Charts - https://github.com/SayaliSonawane/Plotly_Offline_Python
• Plotly Dashboards with Dash - https://github.com/Pierian-Data/Plotly-Dashboards-with-Dash
• Plotly Datasets - https://github.com/plotly/datasets
• Dash plotly recipes (for discussion forum) - https://github.com/plotly/dash-recipes
• Pandas Exercises - https://github.com/guipsamora/pandas_exercises
• Zulip (powerful open source team chat) - https://github.com/zulip/zulip
• Code Beautify (into Image) - LINK
• Dash Bootstrap Components - https://dash-bootstrap-components.opensource.faculty.ai/
• Automate docs with Python - Documentation, Github, pip, Example
• Automate PPT with Python - Documentation, Github, pip
• Python Geocoding Toolbox (location, coordinates, address, street, city, country) - pip, example
• Geocoding and reverse geocoding using Python - https://chrisalbon.com/python/data_wrangling/geocoding_and_reverse_geocoding/
• Beautiful formatting in Console - https://github.com/willmcgugan/rich
• Learning Python through test-driven development of games and puzzles - https://github.com/kyclark/tiny_python_projects
• Open source home automation that puts local control and privacy first - https://github.com/home-assistant/core
• Apprise - Push Notifications that work with just about every platform! - https://github.com/caronc/apprise

• Dash Plotly - https://dash.plot.ly/
• Django with Dash - Online Documentation, pip
• Python all charts - https://python-graph-gallery.com/

• Pandas dropping rows and columns
• Python Tips
• Solving Memory related issues
• Learn Maths in simple way

• https://towardsdatascience.com/elements-of-functional-programming-in-python-1b295ea5bbe0