Epython Lab
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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. Buy ads: https://telega.io/c/epythonlab
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In this topic modeling project-based tutorial, I have gone through the following steps:
In this project, I have defied a function perform_topic_modeling that takes the number of topics, documents path, and output CSV path as arguments. It then:
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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Some projects you can practice
https://www.youtube.com/playlist?list=PL0nX4ZoMtjYHV6n2-0taITMZlrd23hKL1
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Repost from Epython Lab
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
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Full-stack web app development full tutorial with python and flask framework
https://www.youtube.com/watch?v=tbvZcyTwocA
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How to optimize python code performance with cython: https://www.youtube.com/watch?v=jdgriwblNyw
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Sync vs Async programming in Python: https://youtu.be/0UG-pEHZfnc
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Filtering Rows and Columns in Pandas DataFrame
https://youtu.be/8a3Y-HT09sQ
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BEST BOOK FOR OBJECT ORIENTED PYTHON https://matematika-mipa.unsri.ac.id/wp-content/uploads/2022/05/Object-Oriented-Python-Master-OOP-by-Building-Games-and-GUIs-Irv-Kalb-z-lib.org_.pdf
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In this coding interview videos, I have solved many interview questions and you will practice your own and improve your coding skills: https://youtu.be/XlgANCFTuxA
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OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw
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Introduction to Object Oriented Programming in Python https://www.youtube.com/watch?v=I7z6i1QTdsw
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Introduction to Python Programming Language - Complete Guide: https://youtu.be/ISv6XIl1hn0
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🍾 Python Join Trick?
👉More Tips and Tricks: https://bit.ly/Pythontoptips
👉Join Telegram https://t.me/epythonlab/
Learn #python with #epythonlab
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Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok
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Learn the Mojo programming language fundamentals
https://youtu.be/pyfCTxKcDPY
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Choose your favorite chapter and learn Python basics - Python Basic Full tutorial https://youtu.be/ISv6XIl1hn0
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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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Introduction to Python coding for beginners - Full Tutorial
https://youtu.be/ISv6XIl1hn0
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Develop Quantum Application in Python and qiskit framework full tutorial https://youtu.be/b728XehreTQ
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