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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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Top 150 Python Interview Questions

This PDF covers the most frequently asked Python questions with answers to help you prepare for upcoming interviews.

πŸ”ΈLink to PDF

πŸ‘‰ @DataScience4
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python-docx: Create and Modify Word Documents #python

python-docx is a Python library for reading, creating, and updating Microsoft Word 2007+ (.docx) files.

Installation
pip install python-docx

Example
from docx import Document

document = Document()
document.add_paragraph("It was a dark and stormy night.")
<docx.text.paragraph.Paragraph object at 0x10f19e760>
document.save("dark-and-stormy.docx")

document = Document("dark-and-stormy.docx")
document.paragraphs[0].text
'It was a dark and stormy night.'

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Data scientists, this is for you β€” I dug up LeetCode for DS

DataLemur β€” a powerful platform that collects real interview problems from Tesla, Facebook, Twitter, Microsoft, and other top companies

Inside: practical tasks on SQL, statistics, Python, and ML. You can filter by difficulty level and company

Top-notch for those preparing for interviews for Data Scientist / Data Analyst roles. Get it here 🍯

πŸ‘‰ https://t.iss.one/CodeProgrammer πŸ‘
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Python library that adds Generative AI capabilities to Pandas!

PandasAI analyzes complex data frames and plot visualizations just by using natural language.

GitHub: https://github.com/sinaptik-ai/pandas-ai

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πŸ”₯ Trending Repository: awesome-transformer-nlp

πŸ“ Description: A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

πŸ”— Repository URL: https://github.com/cedrickchee/awesome-transformer-nlp

πŸ“– Readme: https://github.com/cedrickchee/awesome-transformer-nlp#readme

πŸ“Š Statistics:
🌟 Stars: 1.1K stars
πŸ‘€ Watchers: 41
🍴 Forks: 131 forks

πŸ’» Programming Languages: Not available

🏷️ Related Topics:
#nlp #natural_language_processing #awesome #transformer #neural_networks #awesome_list #llama #transfer_learning #language_model #attention_mechanism #bert #gpt_2 #xlnet #pre_trained_language_models #gpt_3 #gpt_4 #chatgpt


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πŸ”₯ Trending Repository: awesome-deeplearning-resources

πŸ“ Description: Deep Learning and deep reinforcement learning research papers and some codes

πŸ”— Repository URL: https://github.com/endymecy/awesome-deeplearning-resources

πŸ“– Readme: https://github.com/endymecy/awesome-deeplearning-resources#readme

πŸ“Š Statistics:
🌟 Stars: 2.9K stars
πŸ‘€ Watchers: 221
🍴 Forks: 666 forks

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🏷️ Related Topics:
#nlp #video #reinforcement_learning #deep_learning #neural_network #code #paper #corpus #modelzoo


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πŸ”₯ Trending Repository: awesome-deep-vision

πŸ“ Description: A curated list of deep learning resources for computer vision

πŸ”— Repository URL: https://github.com/kjw0612/awesome-deep-vision

πŸ“– Readme: https://github.com/kjw0612/awesome-deep-vision#readme

πŸ“Š Statistics:
🌟 Stars: 11K stars
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🍴 Forks: 2.8K forks

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✨ Download a Free Python Cheat Sheet ✨

πŸ“– Download a free Python 3 cheat sheet PDF put together by the Real Python team.

🏷️ #Python
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We will tell you everything on the channel, even for beginners.
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Let's Learn MCP with Python - Tutorial Series

Here's your comprehensive guide to understanding and building Model Context Protocol (MCP) Servers for Python developers through interactive learning experiences.

Repo: https://github.com/microsoft/lets-learn-mcp-python?tab=readme-ov-file

https://t.iss.one/CodeProgrammer 🧠
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230+ Power BI Interview Questions.pdf
4.3 MB
30+ Power BI Interview Questions to Land Your Job!

Power BI mastery is key to landing your dream job, and understanding the right interview questions can make all the difference!

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One of the best free courses on LLMs is the Recent Advances on Foundation Models course from the University of Waterloo, and it has 21 lectures under these five sections:

1. Introduction to Foundation Models
2. Transformer Architecture
3. Large Language Models
4. (Large) Multimodal Models
5. Augmenting Foundation Models

➑️ Course link: https://cs.uwaterloo.ca/~wenhuche/teaching/cs886/

https://t.iss.one/CodeProgrammer πŸ”—
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πŸ“Œ How to Create a Real-Time Gesture-to-Text Translator Using Python and Mediapipe

✍️ OMOTAYO OMOYEMI
🏷️ #Computer_Vision
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This GitHub repo is a gold mine for EVERY data scientist!

DS Interactive Python repo has interactive dashboards to learn statistics, ML models, and other DS concepts.

Topics include PCA, bagging & boosting, clustering, neural networks, etc.

Fully open-source and free!
https://github.com/GeostatsGuy/DataScienceInteractivePython

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Eye control with Python

EyeGestures is an open-source Python library for gaze tracking. It uses regular cameras, webcams, or smartphone cameras to track eye movement, fixations, and blinks, and convert these into events such as cursor control by eye movement.

The JavaScript version allows running everything directly in the browser.

Installation:

$ git clone https://github.com/NativeSensors/EyeGestures.git
$ cd EyeGestures
$ pip install -r requirements.txt


or

python3 -m pip install eyeGestures


Open source code, documentation, and usage examples - click

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