{"repo":"dimi-fn/Various-Data-Science-Scripts","free":true,"listed":false,"github":"https://github.com/dimi-fn/Various-Data-Science-Scripts","clone":"git clone https://github.com/dimi-fn/Various-Data-Science-Scripts.git","description":"A collection of coding scripts, notes, and mini-projects covering Data Science, Data Engineering, Web Development, programming fundamentals, and various tech topics.","language":"Jupyter Notebook","stars":14,"topics":["unit-testing","python","functional-programming","linear-algebra","algorithms-and-data-structures","oop","sql","seo","bash-scripting","apis"],"license":"MIT","category":"databases-storage","readme_excerpt":"Note: Due to a GitHub bug (issue #3035 & #3555), sometimes the notebook files (files ending in \".ipynb\") may not render. Please reload the page until the content can be displayed. If that is not possible, then shared Google Colab notebook links are provided to directories that include .ipynb files. Various-Data-Science-Scripts Purpose : Creating a collection of coding scripts, notes, and mini-projects with reference to a series of Data Science, Web Development, programming concepts and foundations, and miscellaneous tech topics. This repository is actively maintained and developed. Contents ======================= Algorithms & Data Structures Algorithms Data Types & Structures Variable Scope ----- Data Engineering Data Engineering - General Data lakehouse architecture, pipelines, data modeling DBT ----- Object-Oriented Programming (OOP) Classes and objects, encapsulation, inheritance, polymorphism, and exception handling in Python. --- Functional Programming & more Demonstrating several concepts and practices in functional programming with Python, such as: functions, args and kwargs, iterators, generators, decorators, list comprehensions, and build-in functions. Also: working with files (read-write-delete files). ----- Unit Testing Solving problems via Unit Testing. The majority of the problem tasks are derived from the Codility lessons, and some of those are coming from CodinGame as well. ----- Various Scripts Check if a JSON file is valid ----- Virtual Environment How to se","default_branch":null,"files":null,"tree":[],"storefront":"/r/dimi-fn","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/dimi-fn/Various-Data-Science-Scripts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}