Python Data Science Jobs & Interviews
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Your go-to hub for Python and Data Scienceโ€”featuring questions, answers, quizzes, and interview tips to sharpen your skills and boost your career in the data-driven world.

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DS INTERVIEW.pdf
16.6 MB
800+ Data Science Interview Questions โ€“ A Must-Have Resource for Every Aspirant

Breaking into the data science field is challengingโ€”not because of a lack of opportunities, but because of how thoroughly you need to prepare.

This document, curated by Steve Nouri, is a goldmine of 800+ real-world interview questions covering:
-Statistics
-Data Science Fundamentals
-Data Analysis
-Machine Learning
-Deep Learning
-Python & R
-Model Evaluation & Optimization
-Deployment Strategies
โ€ฆand much more!

https://t.iss.one/CodeProgrammer ๐Ÿ”ฐ
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โœจ Python Cheat Sheet โœจ

๐Ÿ“– Compact Python cheat sheet covering setup, syntax, data types, variables, strings, control flow, functions, classes, errors, and I/O.

๐Ÿท๏ธ #Python
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ุญูˆู‘ู„ ููƒุฑุชูƒ ุฅู„ู‰ ู…ุดุฑูˆุน ู†ุงุฌุญ ู…ุน ‎#ุณู‡ูˆู„ ๐Ÿš€
ู…ู†ุตู‘ุฉ ุนุฑุจูŠุฉ ู…ุชูƒุงู…ู„ุฉ ู„ุฅุฏุงุฑุฉ ุงู„ู…ุดุงุฑูŠุน ุชุนุชู…ุฏ ุนู„ู‰ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠุŒ ู„ุชู†ุธูŠู… ู…ู‡ุงู…ูƒ ูˆูุฑูŠู‚ูƒ ุจุณู‡ูˆู„ุฉ ูˆู…ุฑูˆู†ุฉ.
ุฌุฑู‘ุจ ุงู„ู†ุณุฎุฉ ุงู„ุชุฌุฑูŠุจูŠุฉ ุงู„ุขู† ู…ุฌุงู†ุงู‹ ุนู„ู‰: suhol.ai

ู„ู„ุงุณุชูุณุงุฑุงุช ู…ุฌู…ูˆุนุฉ ุณู‡ูˆู„ ุนู„ู‰ ุชูŠู„ูŠุฌุฑุงู…: @suhol_ai

#ุฅุฏุงุฑุฉ_ุงู„ู…ุดุงุฑูŠุน#ุฐูƒุงุก_ุงุตุทู†ุงุนูŠ#kanban#ู…ุดุงุฑูŠุน#ุชุทูˆูŠุฑ
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Python Data Science Jobs & Interviews
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๐Ÿš€๐Ÿ”ฅ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ โ€” ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ
Master the hottest skill in tech: building intelligent AI systems that think and act independently.

Learn to build smart ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜๐˜€, ๐—”๐—œ ๐—ฎ๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€.

๐—˜๐—ฎ๐—ฟ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป and ๐—ด๐—ฒ๐˜ ๐—ป๐—ผ๐˜๐—ถ๐—ฐ๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐˜๐—ผ๐—ฝ ๐—”๐—œ ๐—ฒ๐—บ๐—ฝ๐—น๐—ผ๐˜†๐—ฒ๐—ฟ๐˜€.

๐—™๐—ฟ๐—ฒ๐—ฒ. ๐—ฆ๐—ฒ๐—น๐—ณ-๐—ฝ๐—ฎ๐—ฐ๐—ฒ๐—ฑ. ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ-๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ถ๐—ป๐—ด.

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Python Data Science Jobs & Interviews pinned ยซ๐Ÿš€๐Ÿ”ฅ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ โ€” ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ Master the hottest skill in tech: building intelligent AI systems that think and act independently. Learn to build smart ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜๐˜€, ๐—”๐—œ ๐—ฎ๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€. ๐—˜๐—ฎ๐—ฟ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ปโ€ฆยป
๐Ÿ“Œ How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-01-09 | โฑ๏ธ Read time: 13 min read

A step-by-step guide to automating Jupyter Notebook execution and report generation using Python
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Roadmap to Python in 2025

Python has evolved from a simple scripting language to the backbone of modern data science and machine learning. As we enter 2025, Python remains the most popular language for AI development and data analysis, making it an essential skill for anyone looking to enter these fields. This roadmap provides a clear, practical path from Python basics to advanced machine learning applications.

Link: https://machinelearningmastery.com/roadmap-to-python-in-2025/
๐Ÿ”ฐ Python Question / Quiz

What is the output of the following Python code, and why?
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