Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho
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Red:📈 Análisis del canal de Telegram Machine Learning with Python
El canal Machine Learning with Python (@codeprogrammer) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 68 497 suscriptores, ocupando la posición 2 398 en la categoría Educación y el puesto 4 584 en la región India.
📊 Métricas de audiencia y dinámica
Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 68 497 suscriptores.
Según los últimos datos del 30 octubre, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 44, y en las últimas 24 horas de -15, conservando un alto alcance.
- Estado de verificación: No verificado
- Tasa de interacción (ER): El promedio de interacción de la audiencia es 3.96%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.47% de reacciones respecto al total de suscriptores.
- Alcance de las publicaciones: Cada publicación recibe en promedio 2 712 visualizaciones. En el primer día suele acumular 1 004 visualizaciones.
- Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 9.
- Intereses temáticos: El contenido se centra en temas clave como insidead, learning, degree, evaluation, algorithm.
📝 Descripción y política de contenido
El autor describe el recurso como un espacio para expresar opiniones subjetivas:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
Admin: @HusseinSheikho || @Hussein_Sheikho”
Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 31 octubre, 2026), el canal mantiene la vigencia y un amplio alcance. La analítica demuestra que la audiencia interactúa activamente con el contenido, lo que lo convierte en un punto de referencia dentro de la categoría Educación.
68 497
Suscriptores
-1524 horas
-1027 días
+4430 días
Archivo de publicaciones
🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents
🗓️ 07 Oct 2025
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In the fast-paced world of artificial intelligence and computational research, one persistent challenge remains: reproducing results from complex academic papers. Researchers often spend hours understanding codebases, setting up environments and running scripts sometimes with limited success. Paper2Agent offers a groundbreaking solution. It is a multi-agent AI system that automatically transforms research papers into interactive AI ...
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🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code
🗓️ 07 Oct 2025
📚 AI News & Trends
Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ...
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🤖🧠 Join the 5-Day AI Agents Intensive Course with Google
🗓️ 07 Oct 2025
📚 AI News & Trends
Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents — intelligent, autonomous systems that can reason, take action and collaborate with tools and other agents. To help developers and practitioners build these next-generation systems, Google is launching the 5-Day AI Agents Intensive, a no-cost, online program running from ...
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Repost from Remote Jobs — Daily LinkedIn Picks 💼
1. What is the output of the following code?
x = [1, 2, 3]
y = x
y[0] = 4
print(x)dict(a=1, b=2)
B) {a: 1, b: 2}
C) dict([('a', 1), ('b', 2)])
D) {1: 'a', 2: 'b'}
3. Write a function that takes a list of integers and returns a new list containing only even numbers.
4. What will be printed by this code?
def func(a, b=[]):
b.append(a)
return b
print(func(1))
print(func(2))__slots__ attribute in a Python class?
6. Which built-in function can be used to remove duplicates from a list while preserving order?
7. Explain the difference between map(), filter(), and reduce() with examples.
8. What does the @staticmethod decorator do in Python?
9. Write a generator function that yields Fibonacci numbers up to a given limit.
10. What is the output of this code?
import copy
a = [1, 2, [3, 4]]
b = copy.deepcopy(a)
b[2][0] = 5
print(a[2][0])bool([]) and why?
14. Write a recursive function to calculate the factorial of a number.
15. What is the difference between is and == in Python?
16. Explain how Python handles memory management for objects.
17. What is the output of this code?
class A:
def __init__(self):
self.x = 1
class B(A):
def __init__(self):
super().__init__()
self.y = 2
obj = B()
print(hasattr(obj, 'x') and hasattr(obj, 'y'))*args and **kwargs in function definitions.
19. Write a program that reads a text file and counts the frequency of each word.
20. What is monkey patching in Python and when might it be useful?
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Repost from Machine Learning
📌 How To Learn AI (Roadmap)
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-08-05 | ⏱️ Read time: 11 min read
A full breakdown of how you can learn AI this year effectively
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Perform the test and submit the solution via a photocopy of the answer sheet
Repost from Remote Jobs — Daily LinkedIn Picks 💼
1. What is the output of the following code?
x = [1, 2, 3]
y = x
y.append(4)
print(x)def func(a, b=[]):
b.append(a)
return b
print(func(1))
print(func(2))== and is operators in Python.
6. How do you handle exceptions in Python? Provide an example.
7. What is the output of:
print(2 ** 3 ** 2)*args parameter do in a function?
11. What will be the output of:
list1 = [1, 2, 3]
list2 = list1.copy()
list2[0] = 10
print(list1)__init__ method in a Python class?
14. Write a program to check if a given string is a palindrome.
15. What is the output of:
a = [1, 2, 3]
b = a[:]
b[0] = 10
print(a)x = "hello"
y = "world"
print(x + y)range() and xrange() in Python 2?
20. What is the use of the lambda function in Python? Give an example.
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