Forwarded from Epython Lab
🐍 POP QUIZ | Day 5: What type of module is the OS in Python?
Learn about handling files using the OS module in Python https://youtu.be/aWB3Ubb1UV0
@epythonlab #popquiz
Learn about handling files using the OS module in Python https://youtu.be/aWB3Ubb1UV0
@epythonlab #popquiz
Creating and parsing XML documents in Python is valuable for managing and exchanging structured data. In this tutorial, you'll cover the basics of creating and parsing XML documents using Python's built-in XML module.
https://www.youtube.com/watch?v=WnbS90EzU0Y
https://www.youtube.com/watch?v=WnbS90EzU0Y
YouTube
Learn How to Create and Parse XML Documents in Python
Creating and parsing XML documents in Python is a valuable skill for managing and exchanging structured data. In this tutorial, I'll cover the basics of creating XML documents and parsing them using Python's built-in XML module.
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A technique used to extract features from the text. It counts how many times a word appears in a document (corpus), and then transforms that information into a dataset.
https://youtu.be/tn-Tvi8CHmg
https://youtu.be/tn-Tvi8CHmg
YouTube
Machine Learning Projects - Bag of Words
Explore the world of Machine Learning Projects with this in-depth look at Bag of Words. Learn how to implement this technique and improve your ML skills using Python Script without using any library!
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Functions in Python 🐢 for beginners with examples
https://www.youtube.com/watch?v=DlTJbaVHM3c
Local and global scope of functions https://www.youtube.com/watch?v=jJv-aFaddNw
Parameters vs positional arguments? https://www.youtube.com/watch?v=K-u3vndXulg
https://www.youtube.com/watch?v=DlTJbaVHM3c
Local and global scope of functions https://www.youtube.com/watch?v=jJv-aFaddNw
Parameters vs positional arguments? https://www.youtube.com/watch?v=K-u3vndXulg
YouTube
Python for Beginners - Functions in Python
Hey guys, welcome to day 6 of the Python for beginners tutorial. On day 6, you will learn basic functions in Python.
You will learn user-defined and built-in functions in Python.
If you missed the previous day's tutorial, take a look at the playlist of this…
You will learn user-defined and built-in functions in Python.
If you missed the previous day's tutorial, take a look at the playlist of this…
Forwarded from Epython Lab
As a Developer, the best practice is writing clean, simple, concise, and readable code.
Learn about how to write clean code https://youtu.be/upe7v7dhv0Y
Sharing is caring 🙏
Learn about how to write clean code https://youtu.be/upe7v7dhv0Y
Sharing is caring 🙏
YouTube
How to Write Clean Code
Join this channel to get access to perks:
https://bit.ly/363MzLo
This tutorial will help you understand how to write clean, simple and concise code.
#python #machinelearning #datascience
Ask your question at https://www.tgoop.com/epythonlab/
Thanks for watching!
https://bit.ly/363MzLo
This tutorial will help you understand how to write clean, simple and concise code.
#python #machinelearning #datascience
Ask your question at https://www.tgoop.com/epythonlab/
Thanks for watching!
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Forwarded from Epython Lab
🐍 The most essential skill you must have as a Python Developer/Data Analyst/Data Scientist is membership operators.
In this short tutorial, you will learn about how to use membership operators in real world application.
👉👉https://youtu.be/Us-iQ_HbIrk
Subscribe, like, share 🙏
In this short tutorial, you will learn about how to use membership operators in real world application.
👉👉https://youtu.be/Us-iQ_HbIrk
Subscribe, like, share 🙏
YouTube
Python Membership Operators
In this video, you'll be learning membership operators in Python. These operators are used to check the existence of a value or variable in a sequence of the object.
From this video, you'll be learning about how you can implement the membership operators…
From this video, you'll be learning about how you can implement the membership operators…
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Forwarded from Epython Lab
🐍 As we know Python is dynamically typed programming language. We do not need to statically define the type of data before we use it like other programming language such as c++ and java.
However, we could also statically indicate type hint for variables. You can learn here 👉👉https://youtu.be/x5wM5M6MJbU
However, we could also statically indicate type hint for variables. You can learn here 👉👉https://youtu.be/x5wM5M6MJbU
YouTube
Type Hinting in Python | What is Type Hinting?
In this tutorial, you'll learn about Type hinting in Python. You can easily indicate the type of the parameters, variables and function values by adding type hinting in Python.
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Algorithmic thinking with linear search example https://www.youtube.com/watch?v=f0KsENxdTGI
Forwarded from Epython Lab
Learn about Dictionary in Python 🐍 with examples
https://youtu.be/7N62qR2jLlA
#python #machinelearning #share
https://youtu.be/7N62qR2jLlA
#python #machinelearning #share
YouTube
Dictionary in Python
#python #dictionary
An overview of Dictionary in Python.
Ask your question at https://www.tgoop.com/epythonlab/
Thanks for watching!
An overview of Dictionary in Python.
Ask your question at https://www.tgoop.com/epythonlab/
Thanks for watching!
To create high-quality videos, I need support from 100 members. Please consider joining my membership tier for at least $1 per month. Your contributions will directly help me purchase essential equipment like a microphone. https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
YouTube
Epython Lab
Welcome to Epython Lab!!
Epython Lab was founded in September 2020 with the mission to deliver top-notch training in data science and Python programming. We specialize in developing and providing innovative data science and analytics solutions to tackle…
Epython Lab was founded in September 2020 with the mission to deliver top-notch training in data science and Python programming. We specialize in developing and providing innovative data science and analytics solutions to tackle…
Data Structures full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok
To create high-quality videos, I need support from 100 members. Please consider joining my membership tier for at least $1 per month. Your contributions will directly help me purchase essential equipment like a microphone. https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
Join https://www.tgoop.com/epythonlab for more learning resources
https://www.youtube.com/watch?v=lbdKQI8Jsok
To create high-quality videos, I need support from 100 members. Please consider joining my membership tier for at least $1 per month. Your contributions will directly help me purchase essential equipment like a microphone. https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
Join https://www.tgoop.com/epythonlab for more learning resources
YouTube
How to Learn Data Structures in Python
This tutorial focuses on data structures in Python for beginners. In this tutorial, you will learn the details of data structures in Python.
Chapters:
0:00:00 Lists
22:34:06 Tuples
31:00:13 Numpy Array
40:31:25 Project1
46:40:17 Dictionary in Python
1:09:55…
Chapters:
0:00:00 Lists
22:34:06 Tuples
31:00:13 Numpy Array
40:31:25 Project1
46:40:17 Dictionary in Python
1:09:55…
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Binary Search in simple way https://www.youtube.com/watch?v=_MjGCuwFDuw
YouTube
Mastering Binary Search in Python | Step-by-Step Algorithm & Code Tutorial
🚀 Learn Binary Search in Python step by step! This tutorial covers how binary search works, real-life examples, Python implementation, common mistakes, and best practices. Whether you’re a beginner or want to optimize your search algorithms, this video has…
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Learn More About Algorithmic Thinking:
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
YouTube
Linear Search Algorithm in Python
Welcome to this beginner-friendly tutorial on Algorithmic Thinking! Whether solving a coding problem or tackling real-life challenges, algorithmic thinking helps you break problems into manageable steps.
In this video, we’ll explain the concept of algorithmic…
In this video, we’ll explain the concept of algorithmic…
Learn More:
📌 If statements, for loops, while loops: https://youtu.be/9k2rmxLtbNk
📌 Lists, Dictionaries, Tuples, File Handling: https://www.youtube.com/watch?v=lbdKQI8Jsok
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
📌 If statements, for loops, while loops: https://youtu.be/9k2rmxLtbNk
📌 Lists, Dictionaries, Tuples, File Handling: https://www.youtube.com/watch?v=lbdKQI8Jsok
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
https://www.youtube.com/watch?v=x6WGF8zDWZA
YouTube
Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
🚀 Want to master sorting algorithms? In this tutorial, we break down Bubble Sort with easy-to-follow examples and Python code! 📌
🔹 What you'll learn:
✔️ Step-by-step Bubble Sort explanation
✔️ Python code implementation
✔️ Optimization techniques
✔️ Complexity…
🔹 What you'll learn:
✔️ Step-by-step Bubble Sort explanation
✔️ Python code implementation
✔️ Optimization techniques
✔️ Complexity…
❤4👍1
Learn More About Algorithmic Thinking:
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
YouTube
Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
🚀 Want to master sorting algorithms? In this tutorial, we break down Bubble Sort with easy-to-follow examples and Python code! 📌
🔹 What you'll learn:
✔️ Step-by-step Bubble Sort explanation
✔️ Python code implementation
✔️ Optimization techniques
✔️ Complexity…
🔹 What you'll learn:
✔️ Step-by-step Bubble Sort explanation
✔️ Python code implementation
✔️ Optimization techniques
✔️ Complexity…
👍1
Enhancing Malaria Detection with Tiny Object Detection in Deep Learning
I’ve implemented a CNN-based malaria detection model, but detecting tiny infected red blood cells (RBCs) remains a challenge due to low contrast and scale variations in blood smear images.
To further improve accuracy, I plan to integrate Tiny Object Detection techniques, such as:
🔹 Feature Pyramid Networks (FPN) for better multi-scale feature extraction
🔹 Attention mechanisms to enhance focus on infected RBCs
🔹 Super-resolution methods for improved image clarity
Check out my current implementation on GitHub: https://github.com/epythonlab2/malaria_detection
Looking forward to exploring more advanced techniques in AI-powered healthcare! Let’s discuss—what are your thoughts? 👇
I’ve implemented a CNN-based malaria detection model, but detecting tiny infected red blood cells (RBCs) remains a challenge due to low contrast and scale variations in blood smear images.
To further improve accuracy, I plan to integrate Tiny Object Detection techniques, such as:
🔹 Feature Pyramid Networks (FPN) for better multi-scale feature extraction
🔹 Attention mechanisms to enhance focus on infected RBCs
🔹 Super-resolution methods for improved image clarity
Check out my current implementation on GitHub: https://github.com/epythonlab2/malaria_detection
Looking forward to exploring more advanced techniques in AI-powered healthcare! Let’s discuss—what are your thoughts? 👇
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Introduction to dictionaries for beginners https://www.youtube.com/watch?v=C3QVeLXMiRI
YouTube
Data Manipulation with Dictionaries in Python
Welcome to day 16 of the python for beginners tutorial. In this tutorial, you will learn the dictionary and it's python methods.
If you missed the previous day's tutorial, take a look at the playlist of this link
https://bit.ly/3sMHrH1
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If you missed the previous day's tutorial, take a look at the playlist of this link
https://bit.ly/3sMHrH1
-----------------…
Learn more about Functions in Python 🐢 for beginners with examples
https://www.youtube.com/watch?v=DlTJbaVHM3c
https://www.youtube.com/watch?v=DlTJbaVHM3c
YouTube
Python for Beginners - Functions in Python
Hey guys, welcome to day 6 of the Python for beginners tutorial. On day 6, you will learn basic functions in Python.
You will learn user-defined and built-in functions in Python.
If you missed the previous day's tutorial, take a look at the playlist of this…
You will learn user-defined and built-in functions in Python.
If you missed the previous day's tutorial, take a look at the playlist of this…
📌 Time Vs. Space Complexity | What's the difference? https://youtu.be/msVKyUnOjOU
Learn More About Algorithmic Thinking:
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
Learn More About Algorithmic Thinking:
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
💬 Join Our Telegram Discussion Group: https://www.tgoop.com/epythonlab
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