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Epython Lab

@epythonlab
Channel's geo and language: Ethiopia, English
Category: Technologies

Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems.
Feel free to ask questions and support from members @pydiscussion

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Epython Lab

19 Apr, 23:01

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This is a Python for data science, machine learning or Artificial Intelligence tutorial for beginners. In this tutorial you will have a solid understanding of the following basic Python topics:
Chapters:
0:00 Introduction to Python programming - Python basics
35:33 Data object types  and Type conversion
48:17 Operators and Expressions
1:14:15 Exception Handling
1:34:36 String Methods for Manipulating String Data
2:13:25 Functions
2:28:38 Function Scope
2:38:38 Function Arguments
2:47:54 Conditional Statements and Loops
3:14:41 Essential Built-in Modules
3:26:26 Develop a Simple Game Program

https://youtu.be/ISv6XIl1hn0

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Python Programming for Beginners - Full Course
This is a Python programming language tutorial for data science, machine learning, and artificial intelligence for beginners. In this full Python tutorial, you will have a solid understanding of the following topics: Chapters: 0:00 Introduction to Python programming - Python basics 35:33 Data objec...
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Epython Lab

19 Apr, 23:00

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Epython Lab

19 Apr, 06:06

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Project Idea: Building a spam classifier

Introduction

Spam detection is one of the major applications of Machine Learning in the interwebs today. Pretty much all of the major email service providers have spam detection systems built in and automatically classify such mail as 'Junk Mail'.

In this mission we will be using the Naive Bayes algorithm to create a model that can classify dataset SMS messages as spam or not spam, based on the training we give to the model. It is important to have some level of intuition as to what a spammy text message might look like.
What are spammy messages?

Usually they have words like 'free', 'win', 'winner', 'cash', 'prize', or similar words in them, as these texts are designed to catch your eye and tempt you to open them. Also, spam messages tend to have words written in all capitals and also tend to use a lot of exclamation marks. To the recipient, it is usually pretty straightforward to identify a spam text and our objective here is to train a model to do that for us!

Being able to identify spam messages is a binary classification problem as messages are classified as either 'Spam' or 'Not Spam' and nothing else. Also, this is a supervised learning problem, as we know what are trying to predict. We will be feeding a labelled dataset into the model, that it can learn from, to make future predictions. https://youtu.be/XdxaTc02FYA?si=XUFi1gsjRRmasRwj
Spam Email Classifier Machine Learning Project
Learn how to use simple algorithms like Naive Bayes or Logistic Regression to build a model that can identify spam emails. In this tutorial, you will learn using a simple example of building a spam email classifier using Python, the scikit-learn library, and the Naive Bayes algorithm (Multinomial Na...
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Epython Lab

19 Apr, 06:05

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Looking for a Remote Job? 💻🌍

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Subscribe now and turn your skills into a thriving remote career! 💻🌍
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Epython Lab

18 Apr, 17:21

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Build your own Deep Learning Model with tensorflow and keras using Google Colab notebook https://www.youtube.com/watch?v=anyJVt5XzfE&list=PL0nX4ZoMtjYEhYVeSJkp2QhW658V0-R4e&index=3

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139 0 1 4
Epython Lab

18 Apr, 14:16

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Build your own Deep Learning Model with tensorflow and keras using Google Colab notebook https://www.youtube.com/watch?v=anyJVt5XzfE&list=PL0nX4ZoMtjYEhYVeSJkp2QhW658V0-R4e&index=3

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Epython Lab

18 Apr, 07:21

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Epython Lab

15 Apr, 15:41

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Epython Lab

15 Apr, 09:01

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Top AI Project Ideas for beginners
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Epython Lab

15 Apr, 08:19

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How to get started with Python programming from scratch - Beginners Guide https://www.youtube.com/watch?v=4IBGze0CYkk

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719 0 1 1
Epython Lab

13 Apr, 13:00

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This tutorial help you get started developing your own telegram bot from scratch https://youtu.be/y2y9eiD1-kM

Subscribe, share, like and join membership
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Epython Lab

12 Apr, 21:26

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Epython Lab

12 Apr, 03:53

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ai vs ml vs dl.pdf
470.3Kb
AI vs ML vs DL
Understanding Artificial Intelligence, Machine Learning, and Deep Learning
https://youtu.be/qSyDFGUXS9M

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Epython Lab

10 Apr, 02:44

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All Muslim Pythonista, Eid Mubarak

Join https://t.me/epythonlab and Get Python resources for FREE
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Epython Lab

8 Apr, 14:25

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In this topic modeling project-based tutorial, I have gone through the following steps:

1. Loads the documents(Generating sample documents)
2. Preprocesses the text by removing stop words and stemming words.
3. Creates a TF-IDF vector representation of the documents.
4. Performs LDA topic modeling with the specified number of topics.
5. Extracts the document-topic weight matrix.
6. Prepares the data for CSV format, including document IDs and topic weights.
7. Saves the results to the specified CSV file. https://youtu.be/uJCB2hRCB60
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Epython Lab

5 Apr, 23:43

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Epython Lab

5 Apr, 14:26

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Here, I have build and published my first demo library on PyPI.
you can test it https://pypi.org/project/coolmath1/

Here is a step by step tutorial on how to build and publish your own python library https://youtu.be/ZQlDrNvQn6Y
coolmath1
A simple math library
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Epython Lab

1 Apr, 14:43

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Epython Lab

1 Apr, 10:52

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Epython Lab

31 Mar, 14:47

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Sync vs Async programming in Python: https://youtu.be/0UG-pEHZfnc

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