Python π Work With Data
ΠΡΠΊΡΡΡΡ Π² Telegram
A collection of books and articles on Python and various data manipulation tools. Overview of architecture of business intelligence systems, design and development of BI Reports, data processing in Python Pandas.
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System Design Master Template: How to Answer Any System Design Interview Question. | by Arslan Ahmad | Mar, 2023 | Level Up Coding
https://levelup.gitconnected.com/system-design-master-template-how-to-answer-any-system-design-interview-question-ee5dc332acd5
Repost from ΠΠ»Π΅Π± ΠΠΈΡ
Π°ΠΉΠ»ΠΎΠ²
ΠΠ° Π‘ΡΠ΅ΠΏΠΈΠΊ Π²Π΅ΡΠ΅Π½Π½ΡΡ ΡΠ°ΡΠΏΡΠΎΠ΄Π°ΠΆΠ°, ΠΈ ΠΌΠΎΠΉ ΠΊΡΡΡ ΠΏΠΎ ΠΠ‘ ΠΌΠΎΠΆΠ½ΠΎ ΠΎΡΡ
Π²Π°ΡΠΈΡΡ ΡΠΎ ΡΠΊΠΈΠ΄ΠΎΡΠΎΠΌ 50%. ΠΡΡΡ ΠΊΡΠΏΠΈΠ»ΠΎ ΡΠΆΠ΅ 1300+ ΡΠ΅Π»ΠΎΠ²Π΅ΠΊ ΠΈ Ρ Π½Π΅Π³ΠΎ 107 ΠΎΡΠ·ΡΠ²ΠΎΠ² ΠΈ ΠΎΠ±ΡΠΈΠΉ ΡΠ΅ΠΉΡΠΈΠ½Π³ 5 Π·Π²Π΅Π·Π΄ ΠΈΠ· 5. Π Π΅ΡΠ΅ Π‘ΡΠ΅ΠΏΠΈΠΊ Π΄Π°Π» Π΅ΠΌΡ ΠΏΡΠ΅ΠΌΠΈΡ "ΠΡΠΎΡΡΠ² Π³ΠΎΠ΄Π° 2022". ΠΡΠΎ Π΅ΡΠ΅ Π½Π΅ ΡΠΌΠΎΡΡΠ΅Π» β ΠΏΡΠΈΡΠΎΠ΅Π΄ΠΈΠ½ΡΠΉΡΠ΅ΡΡ! ΠΡΡΡ ΠΏΠΎ SQL ΡΠΎΠΆΠ΅ Π½Π° ΡΠ°ΡΠΏΡΠΎΠ΄Π°ΠΆΠ΅.
Π§ΡΠΎ ΡΠ°ΠΊΠΎΠ΅ ClickHouse ΠΈ ΠΊΠΎΠ»ΠΎΠ½ΠΎΡΠ½ΡΠ΅ Π‘Π£ΠΠ
https://youtu.be/2b4heaO3U8k
Repost from Apache Superset BI
[Harvard Edu] CS50's Introduction to Programming with Python (CS50P) 2022
https://youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V
Lecture 0 - Functions, Variables
Visual Studio Code for CS50
Lecture 1 - Conditionals
Lecture 2 - Loops
Lecture 3 - Exceptions
Lecture 4 - Libraries
Lecture 5 - Unit Tests
Lecture 6 - File I/O
Lecture 7 - Regular Expressions
Lecture 8 - Object-Oriented Programming
Lecture 9 - Et Cetera
Register for free at https://cs50.edx.org/python
Slides and source code at https://cs50.harvard.edu/python
4 ΡΠΎΠ²Π΅ΡΠ° ΠΊΠ°ΠΊ ΠΠ£Π§Π¨Π ΠΏΠΈΡΠ°ΡΡ ΡΠΈΠΊΠ»Ρ For Π½Π° Python
https://youtu.be/HIWfeIHocUc
Pandas 2.0 - Everything You Need To Know
https://youtu.be/cSLPyRI_ZD8
ΠΠ½Π°Π»ΠΈΠ· Π΄Π°Π½Π½ΡΡ
Π½Π° Python ΠΈ Pandas
https://youtu.be/dd3RcafdOQk
Docker Π΄Π»Ρ Data Science
https://youtube.com/playlist?list=PLQJ7ptkRY-xbR0ka2TUxJkXna40XWu92m
Python - Pandas Basics. Mercury Learning and Information. 2023
FEATURES:
πΈ Provides the reader with numerous code samples for Pandas and NumPy programming concepts, and an introduction to statistical concepts and data visualization
πΈ Includes an introductory chapter on Python
πΈ Companion files with code
Repost from Apache Superset BI
Preset: Apache Superset vs Tableau
π @apache_superset_bi
https://preset.io/blog/apache-superset-vs-tableau/
GitHub - approximatelabs/sketch
AI code-writing assistant that understands data content
https://github.com/approximatelabs/sketch
PyTorch Poisoned in Software Supply Chain Attack - The New Stack
https://thenewstack.io/pytorch-poisoned-in-software-supply-chain-attack/
Skillbox ΠΊΠΈΠ΄Π°Π»Ρ, Π½Π΅ ΠΏΠΎΠΊΡΠΏΠ°ΠΉΡΠ΅ ΠΈΡ
ΠΊΡΡΡΡ, ΠΊΠ°ΡΠ°ΠΉΡΠ΅ Π½Π° ΡΡΠΎΠΊΠ°Ρ
π«
Juypter Notebooks for ClickHouse
This directory contains sample notebooks showing how to connect Python to ClickHouse.
Notebook code has been tested on Ubuntu using Anaconda and Python 3.7. They should work from Python 3.5 onwards.
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π @python_powerbi
ΠΠ½Π°Π΅ΡΠ΅ Π»ΠΈ ΠΡ ΡΡΠΎ-Π½ΠΈΠ±ΡΠ΄Ρ ΠΏΡΠΎ Open-Source Data Catalogs: DataHub or Open MetaData? ΠΡΠ»ΠΈ Π·Π½Π°Π΅ΡΠ΅, ΡΠΎ ΠΊΠ°ΠΊΠΎΠΉ Π½Π° Π²Π°Ρ Π²Π·Π³Π»ΡΠ΄ Π±ΠΎΠ»Π΅Π΅ ΡΠ΄ΠΎΠ±Π½ΡΠΉ Π² ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠΈ?
Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown
MIT License
Mermaid is a JavaScript-based diagramming and charting tool that uses Markdown-inspired text definitions and a renderer to create and modify complex diagrams. The main purpose of Mermaid is to help documentation catch up with development.
https://github.com/mermaid-js/mermaid
Artificial Intelligence with Power BI β SQLServerCentral
https://www.sqlservercentral.com/articles/artificial-intelligence-with-power-bi
