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✅ Python Programming Books ✅ Coding Projects ✅ Important Pdfs ✅ Artificial Intelligence Courses ✅ Data Science Notes For promotions: @love_data Buy ads: https://telega.io/c/pythonproz
Больше📈 Аналитический обзор Telegram-канала Python Programming & AI Resources
Канал Python Programming & AI Resources (@pythonproz) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 13 137 подписчиков, занимая 9 723 место в категории Технологии и приложения и 32 951 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 13 137 подписчиков.
Согласно последним данным от 04 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 19, а за последние 24 часа — 1, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 15.68%. В первые 24 часа после публикации контент обычно набирает N/A% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 2 060 просмотров. В течение первых суток публикация набирает 0 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 9.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как tuple, comprehension, learning, programming, loop.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“✅ Python Programming Books
✅ Coding Projects
✅ Important Pdfs
✅ Artificial Intelligence Courses
✅ Data Science Notes
For promotions: @love_data
Buy ads: https://telega.io/c/pythonproz”
Благодаря высокой частоте обновлений (последние данные получены 05 июня, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.
13 137
Подписчики
+124 часа
-77 дней
+1930 день
Архив постов
Tune in to the 10th AI Journey 2025 international conference: scientists, visionaries, and global AI practitioners will come together on one stage. Here, you will hear the voices of those who don't just believe in the future—they are creating it!
Speakers include visionaries Kai-Fu Lee and Chen Qufan, as well as dozens of global AI gurus! Do you agree with their predictions about AI?
On November 20, we will focus on the role of AI in business and economic development and present technologies that will help businesses and developers be more effective by unlocking human potential.
On November 21, we will talk about how engineers and scientists are making scientific and technological breakthroughs and creating the future today! The day's program includes presentations by scientists from around the world:
- Ajit Abraham (Sai University, India) will present on “Generative AI in Healthcare”
- Nebojša Bačanin Džakula (Singidunum University, Serbia) will talk about the latest advances in bio-inspired metaheuristics
- AIexandre Ferreira Ramos (University of São Paulo, Brazil) will present his work on using thermodynamic models to study the regulatory logic of transcriptional control at the DNA level
- Anderson Rocha (University of Campinas, Brazil) will give a presentation entitled “AI in the New Era: From Basics to Trends, Opportunities, and Global Cooperation”.
And in the special AIJ Junior track, we will talk about how AI helps us learn, create and ride the wave with AI.
The day will conclude with an award ceremony for the winners of the AI Challenge for aspiring data scientists and the AIJ Contest for experienced AI specialists. The results of an open selection of AIJ Science research papers will be announced.
Ride the wave with AI into the future!
Tune in to the AI Journey webcast on November 19-21.
✅ Python Basics: Variables & Data Types 🐍📚
🔹 What is a Variable?
A variable is a name that stores some value. Think of it like a container that holds data.
x = 10
name = "Alice"age = 25 # valid
_name = "Raj" # valid
2num = 4 # ❌ invalid x = 5pi = 3.14name = "Sara"is_happy = Trueempty = Noneprint(type(name)) # <class 'str'>
print(type(x)) # <class 'int'>x = 10
x = x + 5 # Now x is 15x = 100
x = "one hundred" # Now x is a stringa = 3
b = "hello"
c = 5.5
d = True
print(type(a))
print(type(b))
print(type(c))
print(type(d))
The program for the 10th AI Journey 2025 international conference has been unveiled: scientists, visionaries, and global AI practitioners will come together on one stage. Here, you will hear the voices of those who don't just believe in the future—they are creating it!
Speakers include visionaries Kai-Fu Lee and Chen Qufan, as well as dozens of global AI gurus from around the world!
On the first day of the conference, November 19, we will talk about how AI is already being used in various areas of life, helping to unlock human potential for the future and changing creative industries, and what impact it has on humans and on a sustainable future.
On November 20, we will focus on the role of AI in business and economic development and present technologies that will help businesses and developers be more effective by unlocking human potential.
On November 21, we will talk about how engineers and scientists are making scientific and technological breakthroughs and creating the future today!
Ride the wave with AI into the future!
Tune in to the AI Journey webcast on November 19-21.
Python Beginner Roadmap 🐍
📂 Start Here
∟📂 Install Python & VS Code
∟📂 Learn How to Run Python Files
📂 Python Basics
∟📂 Variables & Data Types
∟📂 Input & Output
∟📂 Operators (Arithmetic, Comparison)
∟📂 if, else, elif
∟📂 for & while loops
📂 Data Structures
∟📂 Lists
∟📂 Tuples
∟📂 Sets
∟📂 Dictionaries
📂 Functions
∟📂 Defining & Calling Functions
∟📂 Arguments & Return Values
📂 Basic File Handling
∟📂 Read & Write to Files (.txt)
📂 Practice Projects
∟📌 Calculator
∟📌 Number Guessing Game
∟📌 To-Do List (store in file)
📂 ✅ Move to Next Level (Only After Basics)
∟📂 Learn Modules & Libraries
∟📂 Small Real-World Scripts
React "❤️" For More :)
✅ 50 Must-Know Python Concepts for Interviews 🐍📊
📍 Core Concepts
1. Data Types: int, float, str, bool, list, tuple, dict, set
2. Operators: Arithmetic, Comparison, Logical
3. Control Flow: if, elif, else
4. Loops: for, while
5. Functions: def, lambda
6. Variables & Scope
📍 Data Structures
7. Lists: Manipulation, indexing, slicing
8. Tuples: Immutability
9. Dictionaries: Key-value pairs
10. Sets: Unique elements
📍 Object-Oriented Programming (OOP)
11. Classes and Objects
12. Inheritance
13. Polymorphism
14. Encapsulation
📍 File Handling
15. Opening, reading, writing files
16. Context Managers (with statement)
📍 Modules & Packages
17. Importing modules
18. Creating and using packages
19. Popular Libraries: NumPy, Pandas, Matplotlib, Scikit-learn
📍 NumPy
20. Arrays: Creation, indexing, slicing
21. Mathematical Operations
22. Broadcasting
📍 Pandas
23. Series and DataFrames
24. Data Selection, Filtering
25. Grouping and Aggregation
26. Joining and Merging
27. Handling Missing Data
📍 Data Cleaning & Preprocessing
28. Handling Missing Values
29. Outlier Detection and Treatment
30. Data Transformation (scaling, normalization)
📍 Data Visualization
31. Matplotlib: Plots, charts, customizations
32. Seaborn: Statistical visualizations
📍 Machine Learning Basics
33. Supervised Learning
34. Unsupervised Learning
35. Model Evaluation Metrics
36. Cross-Validation
📍 Common ML Algorithms
37. Linear Regression
38. Logistic Regression
39. Decision Trees
40. Random Forests
📍 Advanced Concepts
41. List Comprehensions
42. Generators
43. Decorators
44. Error Handling (try, except)
45. Regular Expressions
📍 Best Practices
46. Code Style (PEP 8)
47. Documentation
48. Testing
49. Version Control (Git)
📍 Real-World Scenarios
50. Data Analysis Projects
💡 Tap ❤️ for more! #python #coding #interview #datascience #machinelearning #programming
🚀 AI Journey Contest 2025: Test your AI skills!
Join our international online AI competition. Register now for the contest! Award fund — RUB 6.5 mln!
Choose your track:
· 🤖 Agent-as-Judge — build a universal “judge” to evaluate AI-generated texts.
· 🧠 Human-centered AI Assistant — develop a personalized assistant based on GigaChat that mimics human behavior and anticipates preferences. Participants will receive API tokens and a chance to get an additional 1M tokens.
· 💾 GigaMemory — design a long-term memory mechanism for LLMs so the assistant can remember and use important facts in dialogue.
Why Join
Level up your skills, add a strong line to your resume, tackle pro-level tasks, compete for an award, and get an opportunity to showcase your work at AI Journey, a leading international AI conference.
How to Join
1. Register here.
2. Choose your track.
3. Create your solution and submit it by 30 October 2025.
🚀 Ready for a challenge? Join a global developer community and show your AI skills!
Advanced Python Programming Accelerate your Python programs.pdf8.46 MB
Goldman Sachs Python Interview Questions 🚀
🚀 Master Python interviews like a pro! 📌 Must-know questions for every Data Analyst & Python Developer — save & practice now!
