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https://github.com/Tanu-N-Prabhu/Python

This repository helps you understand python from the scratch.
https://github.com/Tanu-N-Prabhu/Python
data dataanalysis datascraping google-colab google-colab-notebook jupyter-notebook machine-learning numpy numpy-arrays pandas-dataframe prediction python python-3 python3
Last synced: 16 days ago
JSON representation
This repository helps you understand python from the scratch.
Host: GitHub
URL: https://github.com/Tanu-N-Prabhu/Python
Owner: Tanu-N-Prabhu
Created: 2019-04-27T04:49:56.000Z (about 5 years ago)
Default Branch: master
Last Pushed: 2024-06-03T16:44:49.000Z (24 days ago)
Last Synced: 2024-06-04T17:18:03.913Z (23 days ago)
Topics: data, dataanalysis, datascraping, google-colab, google-colab-notebook, jupyter-notebook, machine-learning, numpy, numpy-arrays, pandas-dataframe, prediction, python, python-3, python3
Language: Jupyter Notebook
Size: 24.8 MB
Stars: 1,181
Watchers: 46
Forks: 647
Open Issues: 10
Metadata Files:
- Readme: README.md
Lists

my-awesome-stars - Tanu-N-Prabhu/Python - This repository helps you understand python from the scratch. (Jupyter Notebook)
README

        
 🐍📊 Welcome to the Python Programming Hub 📊🐍


The Best place to learn Python and Data Science


| [![Discord](https://img.shields.io/discord/718138360538857794.svg?label=&logo=discord&logoColor=ffffff&color=7389D8&labelColor=6A7EC2)](https://discord.gg/qFryjbX)  | ![GitHub forks](https://img.shields.io/github/forks/Tanu-N-Prabhu/Python?label=Fork&style=social)  | ![GitHub stars](https://img.shields.io/github/stars/Tanu-N-Prabhu/Python?style=social) | ![GitHub repo size](https://img.shields.io/github/repo-size/Tanu-N-Prabhu/Python) |  ![GitHub contributors](https://img.shields.io/github/contributors/Tanu-N-Prabhu/Python)| [![Gitpod ready-to-code](https://img.shields.io/badge/Gitpod-ready--to--code-blue?logo=gitpod)](https://gitpod.io/#https://github.com/Tanu-N-Prabhu/Python)|

|:--:|:--:|:--:|:--:|:--:|:--:|

| ![space-1.jpg](https://github.com/Tanu-N-Prabhu/Python/blob/master/Img/logo.jpg) | 

|:--:| 

| Image Credits [Wallpaper Flare](https://www.wallpaperflare.com/programming-is-an-art-text-code-python-computer-python-programming-wallpaper-srfia) |

[![Hits](https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2FTanu-N-Prabhu%2FPython&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false)](https://hits.seeyoufarm.com)

Welcome to a treasure trove of Python programming expertise, data science mastery, and essential survival skills for navigating the dynamic world of programming. Dive into the depths of this repository to unlock the knowledge and tools you need to thrive in your coding journey.

## About Python Mastery Repository

This repository isn't just a collection of code snippets; it's a comprehensive resource designed to empower learners and professionals alike. Whether you're a novice exploring the fundamentals of Python, a data enthusiast delving into the intricacies of data science, or a seasoned developer honing your craft, you'll find invaluable insights and guidance here.

## What We Offer

Python Proficiency: Elevate your Python skills from beginner to advanced levels with our curated tutorials, exercises, and real-world examples.

Data Science Expertise: Harness the power of data with our in-depth guides, projects, and best practices in data analysis, machine learning, and beyond.

Survival Toolkit: Navigate the complexities of the programming world with confidence, thanks to our tips, tricks, and advice on career development, productivity, and staying ahead of the curve.

## Why Choose Python Mastery Repository

Comprehensive Learning: Whether you're starting your journey or aiming for mastery, our repository provides the resources you need to succeed.

Community Support: Join a vibrant community of learners, mentors, and experts passionate about sharing knowledge and helping each other grow.

Practical Application: From theory to practice, our hands-on approach ensures that you understand concepts and how to apply them effectively in real-world scenarios.

Get Involved

Ready to embark on your Python journey? Explore our repository, contribute your expertise, and connect with fellow enthusiasts. Together, we'll sharpen our skills, unravel the mysteries of programming, and unlock new opportunities in the ever-evolving tech landscape.

## Join Us on this Adventure

The Python Mastery Repository is more than just a repository; it's a gateway to endless possibilities. Start your exploration today and discover the boundless potential of Python programming, data science, and beyond.

> Feel free to use this introduction for your GitHub repository!

# Installation tools

#### Below are some tools that you can download before getting started with Python, now it’s a preference, so download whichever that fits the best for you.

| Name of the tools | 

| ------------- |

|[Python download](https://www.python.org/downloads/)|

|[Visual Studio Code](https://code.visualstudio.com/download)|

|[Jupyter Notebook](https://jupyter.org/install)|

|[Google Colab](https://colab.research.google.com/notebooks/welcome.ipynb)|

> I use Google Colab for Python programming. It's one of the best interactive tools in the world. I like it because I can provide more documentation to the code and write some quality tutorials.

# Repository Contents

### This repository is divided into two parts such as Python Coding and Data Science for Beginners.

# Python Coding

Follow the steps down below to get started coding in Python!!!

 





## Pythonic Materials

  Chapter 1️⃣ ⮕ Basic Concepts

 - [Python Input, Output and Import functions](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_Input%2C_Output_and_Import.ipynb)

 

 - [Python Variables](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_Variables.ipynb)

   * [Python Global, Local and Nonlocal Variables](https://github.com/Tanu-N-Prabhu/Python/blob/master/Global%2C_Local_and_Nonlocal_variables_in_Python.ipynb)

   

 - [Python Strings](https://github.com/Tanu-N-Prabhu/Python/tree/master/Strings)

 

 - [Python Lists](https://github.com/Tanu-N-Prabhu/Python/tree/master/Lists) 

 

 - [Python Tuples](https://github.com/Tanu-N-Prabhu/Python/tree/master/Tuples)

 

 -  [Python Dictionary](https://github.com/Tanu-N-Prabhu/Python/tree/master/Dictionary%20)

 

 - [Python Operators](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_Operators.ipynb)

  Chapter 2️⃣ ⮕ Built-in Functions

 - [Python Input, Output and Import built-in-functions](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_Input%2C_Output_and_Import.ipynb)

 

 - [Eval built-in-function](https://github.com/Tanu-N-Prabhu/Python/blob/master/Eval_built_in_function.ipynb)

   

 - [Range built-in-function](https://github.com/Tanu-N-Prabhu/Python/blob/master/Range_built_in_function.ipynb)

 

 - [Python Lambda Function](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_Lambda_Function.ipynb)

 

 - [Python Enumerate Function](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_enumerate()_built_in_function.ipynb)

 

 - [Python len function](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python_len()_built_in_function.ipynb)  

 

  Chapter 3️⃣ ⮕ Libraries

 - [Numpy library](https://github.com/Tanu-N-Prabhu/Python/tree/master/Numpy)

 

 - [Pandas library](https://github.com/Tanu-N-Prabhu/Python/tree/master/Pandas)

   

 - [Math Module](https://github.com/Tanu-N-Prabhu/Python/blob/master/Learn_the_Python_Math_Module.ipynb)

 

 - [JSON library](https://github.com/Tanu-N-Prabhu/Python/blob/master/How_to_handle_JSON_in_Python%3F.ipynb)

  Chapter 4️⃣ ⮕ API's

 - [Google Translate API for Python](https://github.com/Tanu-N-Prabhu/Python/tree/master/Google%20Translate%20API)

 

 - [Google Trends API for Python](https://github.com/Tanu-N-Prabhu/Python/blob/master/Google_Trends_API.ipynb)

   

 - [Wikipedia API for Python](https://github.com/Tanu-N-Prabhu/Python/blob/master/Wikipedia_API_for_Python.ipynb)

 

 - [Google Search API for Python](https://github.com/Tanu-N-Prabhu/Python/blob/master/The_two_Google_Search_Python_Libraries_you_should_never_miss.ipynb)

  Chapter 5️⃣ ⮕ Additional Materials

 - [How to get started coding in Python?](https://github.com/Tanu-N-Prabhu/Python/blob/master/How_to_get_started_coding_in_Python%3F.ipynb)

 

 - [Is Python Object Oriented?](https://github.com/Tanu-N-Prabhu/Python/blob/master/Is_Python_object_oriented%3F.ipynb)

 

 - [Speech Recognition using Python](https://github.com/Tanu-N-Prabhu/Python/blob/master/Speech_Recognition_using_Python.ipynb)

 

 - [One-Hot encoding in Python](https://github.com/Tanu-N-Prabhu/Python/blob/master/Learning_One_Hot_Encoding_in_Python_the_Easy_Way.ipynb)

 

 - [Reading An Image In Python (Without Using Special Libraries)](https://github.com/Tanu-N-Prabhu/Python/blob/master/Reading_An_Image_In_Python_(Without_Using_Special_Libraries).ipynb)

 

 - [Rendering Images inside a Pandas DataFrame](https://github.com/Tanu-N-Prabhu/Python/blob/master/Rendering_Images_inside_a_Pandas_DataFrame.ipynb)

 

 - [Using the Pandas Data Frame as a Database](https://github.com/Tanu-N-Prabhu/Python/blob/master/Using_the_Pandas_Data_Frame_as_a_Database_.ipynb)

 

 - [Using the Pandas DataFrame in Day-To-Day Life](https://github.com/Tanu-N-Prabhu/Python/blob/master/Using_the_Pandas_DataFrame_in_Day_To_Day_Life.ipynb)

 

 - [Presenting Python code using RISE](https://github.com/Tanu-N-Prabhu/Python/blob/master/Presenting_Python_code_using_RISE.ipynb)

 

 - [Cheat Sheet for Google Colab](https://github.com/Tanu-N-Prabhu/Python/blob/master/Cheat_sheet_for_Google_Colab.ipynb)

 - [Pick-Up Line Generator using Python Dictionaries](https://github.com/Tanu-N-Prabhu/Python/blob/master/Pick_up_Line_Generator.ipynb)

 

  Chapter 6️⃣ ⮕ Exercises

 - [String Concatenation Questions](https://github.com/Tanu-N-Prabhu/Python/blob/master/String_Concatenation_Exercise_Questions.ipynb)

   * [String Concatenation Answers](https://github.com/Tanu-N-Prabhu/Python/blob/master/String_Concatenation_Exercise_Answers.ipynb)

   

 - [Built-In Functions Exercise Questions](https://github.com/Tanu-N-Prabhu/Python/blob/master/Built_In_Functions_Exercise_Questions.ipynb)

 

  Chapter 7️⃣ ⮕ Quiz

 - [Quiz - 1](https://github.com/Tanu-N-Prabhu/Python/blob/master/Quiz/Python_Quiz_1.ipynb)

   

 - [Quiz - 2](https://github.com/Tanu-N-Prabhu/Python/blob/master/Quiz/Python_Quiz_2.ipynb)

 

 - [Quiz - 3](https://github.com/Tanu-N-Prabhu/Python/blob/master/Quiz/Python_Quiz_3.ipynb)

 

  Chapter 8️⃣ ⮕ Interview Preparation

 - [Python Coding Interview Questions (Beginner to Advanced)](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Python%20Coding%20Interview%20Questions%20(Beginner%20to%20Advanced).md)

 

 - [35 Python interview questions for experienced](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/35%20Python%20interview%20questions%20for%20experienced.md)

-  [Python Interview Questions - Strings](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Python_Interview_Questions_and_Answers_Strings.md)

 -  [Python Theoretical Interview Questions](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Python_Theoritical_Interview_Questions.md)

-  [15 Python Interview Questions and Answers](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/15_Python_Interview_Questions_and_Answers.md) 

- [Assigning Candies to Children Problem with Solution](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Children_with_candy.ipynb)

- [Basic Calculator](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Basic_calculator.ipynb)

-  [Text Justification](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Text_Justification.ipynb)

- [Removing an Element](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Remove_Element.ipynb)

- [Vowel Count in a Sentence](https://github.com/Tanu-N-Prabhu/Python/blob/master/Vowel_Count.ipynb)

- [Pick-Up Line Generator - Based on Sentiments](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/pick_up_line_generator_sentiments.ipynb)

- [Sentimental Analysis](https://github.com/Tanu-N-Prabhu/Python/blob/master/Python%20Coding%20Interview%20Prep/Sentimental_Analysis.ipynb)

   

👉 **Expand** and **Collapse** the above Chapters for more details

  

---

  

# Data Science

Follow the steps below to get started learning Data Science!!!







## Data Science Materials

  Data Exploration

 - [Loading a File using Pandas](https://github.com/Tanu-N-Prabhu/Python/blob/master/data_load.md)

 

 

  Data Scraping from the Web

 - [Scraping Two YouTube Accounts - PewDiePie vs T-Series](https://github.com/Tanu-N-Prabhu/Python/blob/master/Data%20Scraping%20from%20the%20Web/Scraping%20YouTube%20accounts%20with%20python.ipynb)

 

 - [Scraping Rate My Professor Website - My Graduate Professor](https://github.com/Tanu-N-Prabhu/Python/blob/master/Data%20Scraping%20from%20the%20Web/Web_Scraping_Rate_My_Professor_Website.ipynb)

 - [Scraping Pick Up Lines from the Knot]()

 

---

# Tech is Easy

I Tanu Nanda Prabhu, always like simplifying complex things so that others can understand them more easily and better. Researching is my passion, I go through a ton of videos, articles, and tutorials and conclude starting a repository that purely contains tips and tricks for using Google Sheets. I update this repository every week with tons of information that will make your life simple. I am also seeking help from people who want to contribute to my repository. Feel free to Fork it and add updates, I will consider it.


### [Tech Is Easy](https://github.com/Tanu-N-Prabhu/TechIsEasy)

---

# Nbviewer

If the jupyter notebook doesn't load. Don't worry copy and paste the link to [nbviewer](https://nbviewer.jupyter.org). Because most of my jupyter notebooks are not loading.

---

# Contributors

### Currently there are 10 contributors for this repository. Feel free to contribute!



  



> Want to know, how I did this. Refer here for the [docs](https://github.com/Tanu-N-Prabhu/myWebsite.io/blob/master/Docs/Displaying%20Contributors%20Image%20on%20README%20files%20with%20no%20Pain!.md)

---

# Kaggle Datasets

1) [Kaggle Data Sets](https://www.kaggle.com/tanuprabhu/datasets)

---

# HackerRank Exercises - Solved

1) [HackerRank Exercise Solved](https://github.com/Tanu-N-Prabhu/Python/tree/master/Hacker_Rank_Exercises)

---

# Reddit Communities

1) [Python](https://www.reddit.com/r/Python/)

2) [Learn Python](https://www.reddit.com/r/learnpython/)

3) [Python tips](https://www.reddit.com/r/pythontips/)

4) [Python coding](https://www.reddit.com/r/pythoncoding?utm_medium=android_app&utm_source=share)

---

# Submit your articles here

1) [Data Science from Scratch](https://medium.com/data-science-from-scratch)

---

# GPT Librarian 

If you have access to ChatGPT premium, there is a GPT Librarian with access to all files here [here](https://chat.openai.com/g/g-2HlDYwyrW-python-from-scratch)

---

# Contact for help

| Contact        | Info           | 

| ------------- |:-------------:|

| Gmail      | [email protected]  | 

| Facebook       | Tanu N Prabhu      |    

| Instagram     | tanunprabhu   |

| Linkedin     | [Tanu Nanda Prabhu](https://www.linkedin.com/in/tanu-nanda-prabhu-a15a091b5/) |

---

# Reviews

Below given are some of the reviews about this Python GitHub Repository:

 

> ‪Elin Uppström - Senior Lecturer at Uppsala University, Sweden. 


> I found your excellent exercises at your GitHub wile preparing undergraduate course in data analysis. I want to use it in my course.

> ‪Cole Striler - Data Scientist, Founder of Datafied


> I came across your GitHub and love your Jupyter Notebooks, especially the one on "Predicting PewDiePie's daily subscribers". I think you do a great job at explaining your work which is something others can learn.

> Laurence Watson - Co-Founder & CEO, Treebeard


> You have a lot of great Jupyter notebook content on GitHub.

> Poonam Gupta - Math & AP Computer Science Instructor, Brunswick School 


> Thank you so much for posting such helpful posts on GitHub.Many, many thanks for all you do to spread the knowledge.

**Do you like the Repository, Please drop in your precious reviews by shooting an e-mail**.

---

# Feedback

[Any Feedback or Suggestions- Please Click Here](https://form.jotform.com/92847563204259)

---

# Version

 Version 15 - Last Updated on June 03, 2024 - 10:44 AM 

  

  

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