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Python Programming & AI Resources
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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
Показати більше📈 Аналітичний огляд Telegram-каналу Python Programming & AI Resources
Канал Python Programming & AI Resources (@pythonproz) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 13 135 підписників, посідаючи 9 715 місце в категорії Технології та додатки та 32 910 місце у регіоні Індія.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 13 135 підписників.
За останніми даними від 05 червня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 19, а за останні 24 години на -1, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 16.09%. Протягом перших 24 годин після публікації контент зазвичай збирає N/A% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 2 114 переглядів. Протягом першої доби публікація в середньому набирає 0 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 9.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як tuple, comprehension, learning, programming, loop.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“✅ Python Programming Books
✅ Coding Projects
✅ Important Pdfs
✅ Artificial Intelligence Courses
✅ Data Science Notes
For promotions: @love_data
Buy ads: https://telega.io/c/pythonproz”
Завдяки високій частоті оновлень (останні дані отримано 06 червня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Технології та додатки.
13 135
Підписники
-124 години
-67 днів
+1930 день
Архів дописів
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.
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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!
