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 ๐
Learn about how to write clean code https://youtu.be/upe7v7dhv0Y
Sharing is caring ๐
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.group-telegram.com/epythonlab.com/
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.group-telegram.com/epythonlab.com/
Thanks for watching!
Forwarded from Epython Lab
๐ 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.
๐๐https://youtu.be/Us-iQ_HbIrk
Subscribe, like, share ๐
In this short tutorial, you will learn about how to use membership operators in real world application.
๐๐https://youtu.be/Us-iQ_HbIrk
Subscribe, like, share ๐
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 operatorsโฆ
From this video, you'll be learning about how you can implement the membership operatorsโฆ
Forwarded from Epython Lab
๐ 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 ๐๐https://youtu.be/x5wM5M6MJbU
However, we could also statically indicate type hint for variables. You can learn here ๐๐https://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 ๐ 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.group-telegram.com/epythonlab.com/
Thanks for watching!
An overview of Dictionary in Python.
Ask your question at https://www.group-telegram.com/epythonlab.com/
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 tackleโฆ
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 tackleโฆ
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.group-telegram.com/epythonlab.com 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.group-telegram.com/epythonlab.com for more learning resources
YouTube
Data Structures in Python Full Tutorial
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
1:09:55โฆ
Chapters:
0:00:00 Lists
22:34:06 Tuples
31:00:13 Numpy Array
40:31:25 Project1
46:40:17 Dictionary in Python
1:09:55โฆ
Binary Search in simple way https://www.youtube.com/watch?v=_MjGCuwFDuw
YouTube
Mastering Binary Search in Python | Step-by-Step Algorithm & Code Tutorial
๐ 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 youโre a beginner or want to optimize your search algorithms, this video hasโฆ
Learn More About Algorithmic Thinking:
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
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, weโll explain the concept of algorithmicโฆ
In this video, weโll explain the concept of algorithmicโฆ
Learn More about Data Structures and Conditional Statements in Python:
๐ If statements, for loops, while loops: https://youtu.be/9k2rmxLtbNk
๐ Lists, Dictionaries, Tuples, File Handling: https://www.youtube.com/watch?v=lbdKQI8Jsok
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
๐ If statements, for loops, while loops: https://youtu.be/9k2rmxLtbNk
๐ Lists, Dictionaries, Tuples, File Handling: https://www.youtube.com/watch?v=lbdKQI8Jsok
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
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
๐ Want to master sorting algorithms? In this tutorial, we break down Bubble Sort with easy-to-follow examples and Python code! ๐
๐น What you'll learn:
โ๏ธ Step-by-step Bubble Sort explanation
โ๏ธ Python code implementation
โ๏ธ Optimization techniques
โ๏ธ Complexityโฆ
๐น What you'll learn:
โ๏ธ Step-by-step Bubble Sort explanation
โ๏ธ Python code implementation
โ๏ธ Optimization techniques
โ๏ธ Complexityโฆ
Learn More About Algorithmic Thinking:
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
๐ Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
๐ Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
YouTube
Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
๐ Want to master sorting algorithms? In this tutorial, we break down Bubble Sort with easy-to-follow examples and Python code! ๐
๐น What you'll learn:
โ๏ธ Step-by-step Bubble Sort explanation
โ๏ธ Python code implementation
โ๏ธ Optimization techniques
โ๏ธ Complexityโฆ
๐น What you'll learn:
โ๏ธ Step-by-step Bubble Sort explanation
โ๏ธ Python code implementation
โ๏ธ Optimization techniques
โ๏ธ Complexityโฆ
Enhancing Malaria Detection with Tiny Object Detection in Deep Learning
Iโve 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:
๐น Feature Pyramid Networks (FPN) for better multi-scale feature extraction
๐น Attention mechanisms to enhance focus on infected RBCs
๐น Super-resolution methods for improved image clarity
Check out my current implementation on GitHub: https://github.com/epythonlab.com2/malaria_detection
Looking forward to exploring more advanced techniques in AI-powered healthcare! Letโs discussโwhat are your thoughts? ๐
Iโve 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:
๐น Feature Pyramid Networks (FPN) for better multi-scale feature extraction
๐น Attention mechanisms to enhance focus on infected RBCs
๐น Super-resolution methods for improved image clarity
Check out my current implementation on GitHub: https://github.com/epythonlab.com2/malaria_detection
Looking forward to exploring more advanced techniques in AI-powered healthcare! Letโs discussโwhat are your thoughts? ๐
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
-----------------โฆ
If you missed the previous day's tutorial, take a look at the playlist of this link
https://bit.ly/3sMHrH1
-----------------โฆ
Learn more about Functions in Python ๐ข 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 thisโฆ
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 thisโฆ
๐ 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:
๐ Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
Learn More About Algorithmic Thinking:
If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials:
๐ Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide
https://www.youtube.com/watch?v=x6WGF8zDWZA
๐ Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI
๐ Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw
๐ Support My Work:
๐ Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join
๐ฌ Join Our Telegram Discussion Group: https://www.group-telegram.com/epythonlab.com
Python is easy to learn ... but Hard to Master!
https://youtu.be/M7EwUvApaNU
https://youtu.be/M7EwUvApaNU
YouTube
Python is Easy to Learn... But Hard to Master! ๐
Python is easy to learn but hard to master! This tutorial will explore three powerful techniques to write clean, efficient, and Pythonic code. You'll learn:
โ How to write readable code using best practices
โ List comprehensions for concise and elegant dataโฆ
โ How to write readable code using best practices
โ List comprehensions for concise and elegant dataโฆ
Parameters vs positional arguments? https://www.youtube.com/watch?v=K-u3vndXulg
Functions in Python ๐ข 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
Functions in Python ๐ข 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
YouTube
Python for Beginners - Parameters vs Arguments in Function
Hello everyone, and welcome to day 8 of the Python for Beginners tutorial. In this tutorial, you will learn parameters vs arguments in functions.
By the end of this tutorial, you will be able to understand the difference between parameters vs arguments inโฆ
By the end of this tutorial, you will be able to understand the difference between parameters vs arguments inโฆ
Pandas vs Polars: Which Python DataFrame Library is Better?https://www.youtube.com/watch?v=H3BWwQPCHYs
YouTube
Pandas vs Polars: Which Python DataFrame Library is Better?
Pandas vs. Polars: Polars vs. pandas: What's the Difference? Which DataFrame library should you use in Python? In this in-depth comparison, we test their speed, memory usage, and performance with real-world code examples. See how Polars outperforms Pandasโฆ
๐ ๐๐๐ฃ๐๐๐จ ๐ซ๐จ. ๐๐ค๐ก๐๐ง๐จ: ๐๐๐ ๐๐ก๐ฉ๐๐ข๐๐ฉ๐ ๐ฟ๐๐ฉ๐๐๐ง๐๐ข๐ ๐๐๐ค๐ฌ๐๐ค๐ฌ๐ฃ! ๐ฅ
๐๐๐ฃ๐๐๐จ ๐๐๐จ ๐๐๐๐ฃ ๐ฉ๐๐ ๐๐ค-๐ฉ๐ค ๐ก๐๐๐ง๐๐ง๐ฎ ๐๐ค๐ง ๐๐๐ฉ๐ ๐ข๐๐ฃ๐๐ฅ๐ช๐ก๐๐ฉ๐๐ค๐ฃ ๐๐ฃ ๐๐ฎ๐ฉ๐๐ค๐ฃ. ๐ฝ๐ช๐ฉ ๐ฃ๐ค๐ฌ, ๐๐ค๐ก๐๐ง๐จ ๐๐จ ๐ข๐๐ ๐๐ฃ๐ ๐ฌ๐๐ซ๐๐จ ๐๐จ ๐ ๐๐๐๐-๐ฅ๐๐ง๐๐ค๐ง๐ข๐๐ฃ๐๐ ๐๐ก๐ฉ๐๐ง๐ฃ๐๐ฉ๐๐ซ๐.
So, which one should you use? Letโs compare!
Check this out https://www.youtube.com/watch?v=H3BWwQPCHYs
๐๐๐ฃ๐๐๐จ ๐๐๐จ ๐๐๐๐ฃ ๐ฉ๐๐ ๐๐ค-๐ฉ๐ค ๐ก๐๐๐ง๐๐ง๐ฎ ๐๐ค๐ง ๐๐๐ฉ๐ ๐ข๐๐ฃ๐๐ฅ๐ช๐ก๐๐ฉ๐๐ค๐ฃ ๐๐ฃ ๐๐ฎ๐ฉ๐๐ค๐ฃ. ๐ฝ๐ช๐ฉ ๐ฃ๐ค๐ฌ, ๐๐ค๐ก๐๐ง๐จ ๐๐จ ๐ข๐๐ ๐๐ฃ๐ ๐ฌ๐๐ซ๐๐จ ๐๐จ ๐ ๐๐๐๐-๐ฅ๐๐ง๐๐ค๐ง๐ข๐๐ฃ๐๐ ๐๐ก๐ฉ๐๐ง๐ฃ๐๐ฉ๐๐ซ๐.
So, which one should you use? Letโs compare!
Check this out https://www.youtube.com/watch?v=H3BWwQPCHYs