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5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

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The latest and the most up-to-date cyber news will be presented on PPHM HACKER NEWS.
PPHM subscribers are the first people that receive firsthand cybernews and Tech news.

You won't miss any cyber news with us.


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Python | Algorithms | Data Structures | Cyber ​​Security | Networks pinned «The latest and the most up-to-date cyber news will be presented on PPHM HACKER NEWS. PPHM subscribers are the first people that receive firsthand cybernews and Tech news. You won't miss any cyber news with us. https://www.tgoop.com/pphm_HackerNews»
"Data Structures & Algorithms using Python"

This book of 222 pages implements all types of data structures and algorithms. And it's 💯 FREE.


Download Free: https://donsheehy.github.io/datastructures/fullbook.pdf

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: https://www.tgoop.com/DataScience4
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100 Important Data Science Interview Questions.pdf
11.7 MB
📖 100 Essential Data Science Interview Questions

👨🏻‍💻 Preparing for a data science interview?
Reviewing fundamental questions is one of the best strategies for success. During the interview, it's crucial to communicate clearly and simply—especially when explaining complex models and data.
These 100 carefully selected questions will not only help you impress your interviewer but also boost your confidence throughout the interview process.


#DataScienceInterview #TechCareers #InterviewPreparation

⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
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20 Most Common Magic Methods in Python OOP

https://www.tgoop.com/Python53 ⚡️
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💥 Here is an amazing Python cheat sheet for you all!

#python #cheatsheet

⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
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Open Guide to Data Structures and Algorithms

A must-read for anyone starting their journey in computer science and programming. This open-access book offers a clear, beginner-friendly introduction to the core concepts of data structures and algorithms, with simple explanations and practical examples. Whether you're a student or a self-learner, this guide is a solid foundation to build your DSA knowledge. Highly recommended for those who want to learn efficiently and effectively.

Read it here:
https://pressbooks.palni.org/anopenguidetodatastructuresandalgorithms

#DSA #Algorithms #DataStructures #ProgrammingBasics #CSforBeginners #OpenSourceLearning #CodingJourney #TechEducation #ComputerScience #PythonBeginners

⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
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📄 Optimize your Python code with these 14 articles!


📱 If you want to write your Python code faster and more efficiently for data science projects, be sure to have these 14 resources!👇


🏳️‍🌈 How to write clean Python code?➡️ Link


🏳️‍🌈 How do you know if your code is optimized or not? ➡️ Link


🏳️‍🌈 Optimize your code. ➡️ Link


🏳️‍🌈 Remove the rings. ➡️ Link


🏳️‍🌈 Write functions faster with these tips ➡️ Link


🏳️‍🌈 Speed ​​up your code with caching ➡️ Link


🏳️‍🌈 Make the most of Pandas. ➡️ Link


🏳️‍🌈 Don't loop over the DataFrame. ➡️ Link


🏳️‍🌈 Choose the right data. ➡️ Link


🏳️‍🌈 Use groupby professionally. ➡️ Link


🏳️‍🌈 Know these 20 Pandas functions. ➡️ Link


🏳️‍🌈 Data Insight with Pandas Profiling ➡️ Link


🏳️‍🌈 Make Pandas 1000x faster ➡️ Link


🏳️‍🌈 Don't make these 10 Pandas mistakes. ➡️ Link


👨‍💻 Link to access article notebooks:👇


🖥 GitHub-Repos

⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
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A Complete Course to Learn Robotics and Perception

Notebook-based book "Introduction to Robotics and Perception" by Frank Dellaert and Seth Hutchinson

github.com/gtbook/robotics

roboticsbook.org/intro.html

#Robotics #Perception #AI #DeepLearning #ComputerVision #RoboticsCourse #MachineLearning #Education #RoboticsResearch #GitHub


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This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

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Click Me Load More CSV files into a database using Python.

🖥 By: https://www.tgoop.com/Python53

⭐️ BEST DATA SCIENCE CHANNELS ON TELEGRAM ⭐️
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This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

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🏳️‍🌈 Introductory Course "Programming with Python"
🖥 MIT University


👨🏻‍💻 A few days ago, I finished the introductory Python course from MIT, which is for people who have no experience in programming (like me 😅).

Why is this course worth your time?

1️⃣ The course starts completely from scratch.
2️⃣ Designed for people with no programming experience.
3️⃣ Each section is preceded by practice with practical examples.


🏳️‍🌈 Intro to CS & Programming
🎚 Course Homepage
😉 Youtube Playlist


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Python for Beginners%22 booklet.pdf
20 MB
“Python for Beginners” is a concise and well-structured booklet tailored for anyone starting their Python programming journey. Instead of relying on expensive courses or scattered online content, this PDF organizes Python fundamentals in a clear, logical manner — from variables and data types to functions, loops, and modules. It's perfect for beginners who want a solid foundation and a guided learning path without the overwhelm.

#Python #PythonForBeginners #LearnPython #CodingJourney #ProgrammingBasics #CodeSmart #DeveloperTools #TechEducation

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MIT's "Advanced Algorithms" (Course 6.854J, Fall 2008) is a graduate-level course offering deep insights into the design and analysis of advanced algorithms. The lecture notes cover a wide range of topics such as graph algorithms, flow networks, randomized algorithms, approximation techniques, and data structures. The material is rigorous and ideal for researchers, graduate students, or professionals looking to strengthen their theoretical foundations in computer science.

Link to lecture notes: https://ocw.mit.edu/courses/6-854j-advanced-algorithms-fall-2008/pages/lecture-notes

#AdvancedAlgorithms #MITOCW #AlgorithmDesign #ComputerScience #GraphTheory #RandomizedAlgorithms #ApproximationAlgorithms #GraduateLevel


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2025/07/09 02:59:59
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