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## Jupyter Notebook Fun Factory Archieve
Hi, this is all about [Python](https://www.python.org/), easy like Python itself!
Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python's design philosophy emphasizes code readability with its notable use of significant whitespace.
In this repository I will offer all my files while I learn Python from scratch through self-study, mainly using VSCode Editor with Jupiter Notebook :notebook_with_decorative_cover:
```
Why Jupyter?
Jupyter is a free,
open-source,
interactive web tool
known as a computational notebook,
which researchers can use to combine
software code, computational output,
explanatory text and multimedia resources
in a single document.
it's just amazing!
```
You're more then welcome to visit my Web Pages:
[Jungletronics](https://medium.com/jungletronics) (Arduino, RPi, PIC, Eagle, Blender, Unity3D, Pixy, and more)
[KidsTronics](https://medium.com/kidstronics) (MIT App Inventor, LEGO, Arduino For Kids, and more)
And my [Youtube Channel Playlist](https://www.youtube.com/playlist?list=PLK3PeNcUzb8TwZuXZJgREj5nDbQxRLW_a)
Or my old Atlassian,Inc. Repo: https://bitbucket.org/gilj3/
Where I Embrace Playful Experimentation, offering you an scaffolding opportunities to Code, Hack,
and Tinker with Arduino, Rpi, PIC, and Lego too, and eventually you may _toss me some feedback_ :blush:
In 2021: :point_right: [Google Colab](https://colab.research.google.com/) is awesome, try it yourself!
### Projects Jupyter Notebook list (from 2020 until today):
[#EX_00](EX_00/) #PySeries - [**Python — Jupiter Notebook Quick Start with VSCode**](https://medium.com/jungletronics/python-jupiter-notebook-quick-start-with-vscode-916c43c10d9a) — How to Set your Win10 Environment to use Jupiter Notebook
[#EX_01](EX_01/) #PySeries - [**Python For Engineers — Exercises!**](https://medium.com/jungletronics/python-for-engenniging-exercises-977fbe4d6d02) — An overview of the Opportunities Offered by Python in Engineering!
[#EX_02](EX_02/) #PySeries - [**Python For Engineers — More Exercises!**](https://medium.com/jungletronics/python-4-engineers-more-exercises-5cbab729ef11) — Another Round to Make Sure that Python is Really Amazing!
[#EX_03](EX_03/) #PySeries - [**Linear Regressions - The Basic**](https://medium.com/jungletronics/linear-regressions-the-basics-1a633f351ec2?postPublishedType=repub) — How to Understand Linear Regression Once and For All!
[#EX_04](EX_04/) #PySeries - [**Numpy — Init & Python Review**](https://medium.com/jungletronics/numpy-init-python-review-f5362abbaaf9) — A Crash Python Review & Initialization at Numpy lib! **Bonus:** Fun Little Quiz
[#EX_05](EX_05/) #PySeries - [**NumPy — Arrays & Jupyter Notebook**](https://medium.com/jungletronics/numpy-jupyter-notebook-1182f78ab4e1) — Arithmetic Operations, Indexing & Slicing, and Conditional Selection w/ np arrays
[#EX_06](EX_06/) #PySeries - [**Pandas — Intro & Series**](https://medium.com/jungletronics/pandas-intro-series-970e206e2ad5) — Pandas: What it is? How to use it?
[#EX_07](EX_07/) #PySeries - [**Pandas — DataFrames**](https://medium.com/jungletronics/pandas-dataframes-7ba872dcbc30) — The Primary Pandas Data Structure! It Is a Dict-Like Container for Series Objects.
[#EX_08](EX_08/) #PySeries - [**Pandas — DataFrames - a Dict-Like Container**](https://medium.com/jungletronics/pandas-dataframes-7ba872dcbc30) — The Primary Pandas Data Structure! It Is a Dict-Like Container for Series Objects.
[#EX_09](EX_09/) #PySeries - [**Python 4 Engineers — Even More Exercises!**](https://medium.com/jungletronics/python-4-engineers-even-more-exercises-d0141e0b06d) — More Practicing Coding Questions in Python!
[#EX_10](EX_10/) #PySeries - [**Pandas — Hierarchical Index & Cross-section**](https://medium.com/jungletronics/pandas-hierarchical-index-cross-section-30783023a274) — Open your Colab notebook and here are the follow-up exercises!
[#EX_11](EX_11/) #PySeries - [**Pandas — Missing Data**](https://medium.com/jungletronics/pandas-missing-data-5142f3eda2b) — More Practicing Coding Questions in Python!
[#EX_12](EX_12/) #PySeries - [**Pandas — Group By**](https://medium.com/jungletronics/pandas-group-by-3140d053b9c) — Grouping large amounts of data and compute operations on these groups
[#EX_13](EX_13/) #PySeries - [**Pandas — Merging, Joining & Concatenations**](https://medium.com/jungletronics/pandas-merging-joining-concatenations-a35bbe1a9dd5) — Facilities For Easily Combining Together Series or DataFrame
[#EX_14](EX_14/) #PySeries - [**Pandas — Dataframes**](https://medium.com/jungletronics/pandas-operations-4b8f7a4b4139) — Examples: Column Operations
[#EX_15](EX_15/) #PySeries - [**Python 4 Engineers — Keeping It In The Short-Term Memory**](https://medium.com/jungletronics/python-4-engineers-keeping-it-in-the-short-term-memory-4f9458016171) - FAQ for you from a program supported by [Huawei](https://www.huawei.com/en/)
[#EX_16](EX_16/) #PySeries - [**NumPy - NumPy Review, Again;)— Python Review Free Exercises**](https://medium.com/jungletronics/numpy-review-again-f94f1c1c77e8) - Can you answer these twenty questions about NumPy?
[#EX_17](EX_17/) #PySeries - [**Generators in Python - Python Review Free Hints**](https://medium.com/jungletronics/generators-in-python-8d3de173743e) - An Awesome Memory Efficient Tool!
[#EX_18](EX_18/) #PySeries - [**Pandas Review…Again - Python Review Free Exercises**](https://medium.com/jungletronics/panda-review-again-baf0687b35de) - Can You answer these ten questions:
[#EX_19](EX_19/) #PySeries - [**MatlibPlot & Seaborn Python Libs - Reviewing theses Plotting & Statistics Packs**](https://medium.com/jungletronics/matlibplot-seaborn-python-libs-459f6666f35f) - An Interactive Visualizations Lib in Python.
[#EX_20](EX_20/) #PySeries - [**Seaborn Python Review - Reviewing theses Plotting & Statistics Packs**](https://medium.com/jungletronics/seaborn-python-review-9e543b6b7a44) - It Uses uses Matplotlib underneath to plot graphs.
[#EX_21](EX_21/) #PySeries - [**Integration in Python - Making Your Academic Life Much Easier with Python**](https://medium.com/jungletronics/integration-in-python-d6cf4c003b36) - SymPy is a Python library for symbolic mathematics.
[#EX_22](EX_22/) #PySeries - [**Pandas — One Hot Encoding (OHE) - Pandas Dataframe Examples: AI Secrets**](https://medium.com/jungletronics/pandas-one-hot-encoding-ohe-eb7467dc92e8) - How To Deals With Categorical Data in Python.
[#EX_23](EX_23/) #PySeries - [**Double Integrals in Python - And Area Between Curves Resolutions**](https://medium.com/jungletronics/double-integrals-in-python-24501b20e1b9) - How To Get a Double Integration - Math4EEngineers!
[#EX_24](EX_24/) #PySeries - [**3D System — Extreme Points z=f(x,y) - Finding Extreme Points By Differentiation**](https://medium.com/jungletronics/3d-system-extreme-points-z-f-x-y-a63bc21f3350) - How To Find a Function’s Derivative By Differentiation Process.
[#EX_25](EX_25/) #PySeries - [**3D System — Extreme Points z=f(x) - Finding Extreme Points, again:)**](https://medium.com/jungletronics/3d-system-extreme-points-z-f-x-8d514573342e) - Differential and Integral to One Variable.
[#EX_26](EX_26/) #PySeries - [**Directional Derivative — Gradient - And More: Double & Triple Derivative & Chain Rule in Python :)**](https://medium.com/jungletronics/directional-derivative-gradient-b070b823882c) - Double & Triple Derivative & Chain Rule & grads in Python!
[#EX_31](EX_31/) #PySeries - [**Pandas — DATAFRAMES - When should I use pandas DataFrame?**](https://medium.com/jungletronics/pandas-dataframes-377cc20dd119) - Let’s see Pandas' DATAFRAMES again!
[#EX_32](EX_32/) #PySeries - [**Linear Equations — Solve by GAUSS JORDAN - How To Use Python to Solve Linear System**](https://medium.com/jungletronics/linear-equations-solve-by-gauss-jordan-49c3c8474173) - How To Solve a System of Linear Equations By Gauss-Jordan.
[#EX_33](EX_33/) #PySeries - [**Linear Equations — Solve by CREMER RULE - How To Use Python to Solve Linear System**](https://medium.com/jungletronics/linear-equations-cremer-rule-794b11012998) - Now, Using Cremer Rule 😜
[#EX_34](EX_34/) #PySeries - [**Linear Equations — Solve by GAUSS SEIDEL - How To Use Python to Solve Linear System **]() - And finally, using GAUSS SEIDEL 😎
[#EX_35](EX_35/) #PySeries - [**String Formatting in Python - How To Format Strings in Python**](https://medium.com/jungletronics/string-formatting-in-python-86ad71d6058a) - This Is a Quick Note About Strings in Python ✌
[#EX_36](EX_36/) #PySeries - [**Kaggle Juggle & Python - How to use kaggle Notebook to Study Python**](https://medium.com/jungletronics/kaggle-juggle-python-cf306836d0a3) - Learn How To Use kaggle platform 👌
### License
[](https://creativecommons.org/licenses/by-nc-nd/3.0/)