The Math Behind ChatGPT - Episode-3: Coding Self-Attention in Python https://youtu.be/709KqRmHmzs
YouTube
The Math Behind ChatGPT - Episode-3: Coding Self-Attention in Python
In this episode, dive into coding **self attention** in Python, bringing mathematical concepts to life step-by-step using **coding python**. You'll learn how the **attention mechanism** works programmatically, building towards a **transformer** model. Learn…
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🚀 New Python Tutorial Alert!
Boolean logic is the foundation of every programming decision. Whether it’s controlling the flow of your code, building smarter conditions, or making algorithms more efficient—understanding it well is a must for every Python developer.
In my latest tutorial, I break down Boolean logic in Python step by step, with simple explanations and clear examples for beginners.
👉 Watch here: https://www.youtube.com/watch?v=DRiifF9SX2w
If you’re just starting out or want to sharpen your fundamentals, this one’s for you.
#Python #Programming #CodingForBeginners #LearnPython #BooleanLogic
Boolean logic is the foundation of every programming decision. Whether it’s controlling the flow of your code, building smarter conditions, or making algorithms more efficient—understanding it well is a must for every Python developer.
In my latest tutorial, I break down Boolean logic in Python step by step, with simple explanations and clear examples for beginners.
👉 Watch here: https://www.youtube.com/watch?v=DRiifF9SX2w
If you’re just starting out or want to sharpen your fundamentals, this one’s for you.
#Python #Programming #CodingForBeginners #LearnPython #BooleanLogic
YouTube
Python for Beginners | Understand Boolean Logic in Python
Learn Boolean Logic in Python step by step in this beginner-friendly tutorial!
We’ll cover Boolean values (True, False), comparison operators, logical operators (and, or, not), and truth tables with clear explanations and real-world examples.
By the end…
We’ll cover Boolean values (True, False), comparison operators, logical operators (and, or, not), and truth tables with clear explanations and real-world examples.
By the end…
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🚀 New Python Tutorial Alert!
I just published a fresh tutorial that makes conditional statements in Python crystal-clear for beginners. You will learn:
• if, else, elif in action
• real-world examples you can relate to
• step-by-step explanations with zero assumptions
Watch here: https://www.youtube.com/watch?v=RrS3VRRsPe8
Drop a comment with your grade check program or any questions you have. Let’s code better together. 💻
I just published a fresh tutorial that makes conditional statements in Python crystal-clear for beginners. You will learn:
• if, else, elif in action
• real-world examples you can relate to
• step-by-step explanations with zero assumptions
Watch here: https://www.youtube.com/watch?v=RrS3VRRsPe8
Drop a comment with your grade check program or any questions you have. Let’s code better together. 💻
YouTube
Python for Beginners | How to Write Conditional Statements
In this beginner-friendly Python tutorial, you’ll master conditional statements step by step. Conditional statements allow your programs to make decisions, and they are one of the most important building blocks in Python programming.
We will cover:
✅ if…
We will cover:
✅ if…
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🚀 New Python Tutorial! Watch the full tutorial here: https://www.youtube.com/watch?v=UyWcrtAGSuw
Master For Loops in Python — the foundation of automation in coding.
In this beginner-friendly video, I break down:
✅ The structure of a for loop
✅ How the range() function works (start, stop, step)
✅ Counting forwards, backwards, and skipping numbers
✅ Nested loops explained with real-world examples
✅ Easy-to-follow analogies that make loops crystal clear
🎥 Watch the full tutorial here: https://www.youtube.com/watch?v=UyWcrtAGSuw
Master For Loops in Python — the foundation of automation in coding.
In this beginner-friendly video, I break down:
✅ The structure of a for loop
✅ How the range() function works (start, stop, step)
✅ Counting forwards, backwards, and skipping numbers
✅ Nested loops explained with real-world examples
✅ Easy-to-follow analogies that make loops crystal clear
🎥 Watch the full tutorial here: https://www.youtube.com/watch?v=UyWcrtAGSuw
YouTube
Python for Beginners | Python Loop Control: How to use Python For Loops
Master For Loops in Python step by step! 🚀
In this beginner-friendly tutorial, we break down the structure of a for loop, explain how the range() function works, and walk through practical examples — from counting forwards and backwards to using steps and…
In this beginner-friendly tutorial, we break down the structure of a for loop, explain how the range() function works, and walk through practical examples — from counting forwards and backwards to using steps and…
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➡️ Beginner's Guide to Python Programming: https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
This tutorial is designed for absolute beginners, with no prior experience required. Learn the basics, build real projects, and confidently grow your skills.
🔔 Subscribe for more learning resources and updates!
This tutorial is designed for absolute beginners, with no prior experience required. Learn the basics, build real projects, and confidently grow your skills.
🔔 Subscribe for more learning resources and updates!
YouTube
Python from Zero to Hero | Python for Beginners | How to Learn Python in VSCode
Welcome to your ultimate Python learning path — Python from Zero to Hero!This playlist is designed for absolute beginners who want to master Python programmi...
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🚀 New Python Tutorial! Watch the full tutorial here: https://youtu.be/qKe5pdKKxHM
Python for Beginners | Python Loop Control: How to use While Loop in Python
Python for Beginners | Python Loop Control: How to use While Loop in Python
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🚀 New Python Tutorial! Break vs Continue: https://youtu.be/bQZTV1BeVuw
Python for Beginners | Python Loop Control: How to use Continue and Break Statements in Python
Python for Beginners | Python Loop Control: How to use Continue and Break Statements in Python
YouTube
Python for Beginners | Python Loop Control: How to use Break and Continue Statements in Python
In this video, we delve into two essential loop control statements in Python: the break and continue statements.
You’ll see clear code examples, real-world scenarios (like login attempt limits, handling invalid data, and placeholders), and analogies to help…
You’ll see clear code examples, real-world scenarios (like login attempt limits, handling invalid data, and placeholders), and analogies to help…
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🚀 Machine Learning for Customer Churn Prediction
https://youtu.be/da_xqw1oAD8
Understanding why customers leave is just as important as knowing why they stay.
With machine learning, businesses can spot early signs of churn—like drop in activity or purchase frequency—and take action before it’s too late.
Smarter retention starts with smarter prediction. 💡
#MachineLearning #CustomerChurn #AI #DataScience #BusinessIntelligence
https://youtu.be/da_xqw1oAD8
Understanding why customers leave is just as important as knowing why they stay.
With machine learning, businesses can spot early signs of churn—like drop in activity or purchase frequency—and take action before it’s too late.
Smarter retention starts with smarter prediction. 💡
#MachineLearning #CustomerChurn #AI #DataScience #BusinessIntelligence
YouTube
Customer Churn Prediction with Machine Learning | ML FinTech Project for Beginners
Learn how to build and evaluate machine learning models for customer churn prediction using Python. In this step-by-step tutorial, we explore Logistic Regression, Random Forest, and XGBoost to classify customers who churn using the popular Telco Customer…
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🚀 New Python Tutorial!
Python Lists | Beginner-Friendly Tutorial with Real-World Examples
https://youtu.be/KDZcMK7FoA0
Python Lists | Beginner-Friendly Tutorial with Real-World Examples
https://youtu.be/KDZcMK7FoA0
YouTube
Python for Beginners | Python Lists | Beginner-Friendly Tutorial with Real-World Examples
Dive into Python lists with this beginner-friendly tutorial! In just 15 minutes, you'll learn how to:
Create and access lists
Modify and slice data
Utilize stride for efficient data handling
Combine and remove list items
Work with nested lists for structured…
Create and access lists
Modify and slice data
Utilize stride for efficient data handling
Combine and remove list items
Work with nested lists for structured…
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🚀 New Python Tutorial!
Python List Methods | Beginner-Friendly Tutorial with Real-World Examples
https://youtu.be/a_Ok4uLt04U
Python List Methods | Beginner-Friendly Tutorial with Real-World Examples
https://youtu.be/a_Ok4uLt04U
YouTube
Python for Beginners | Master Python List Methods with Real-World Examples
Learn all the essential Python list methods in one clear, beginner-friendly tutorial — explained step by step with real-world examples you can relate to.
In this lesson, you’ll discover how to:
Add items using append(), insert(), and extend()
Remove items…
In this lesson, you’ll discover how to:
Add items using append(), insert(), and extend()
Remove items…
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Read “Cybersecurity Behind AI Agents: Safeguarding the Autonomous Digital Frontier“ by Epython Lab on Medium: https://medium.com/@epythonlab/cybersecurity-behind-ai-agents-safeguarding-the-autonomous-digital-frontier-58e82ea4cd75
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🚀 New Python Tutorial!
Loop vs List Comprehension https://youtu.be/n4TqnZQFeU4
Loop vs List Comprehension https://youtu.be/n4TqnZQFeU4
YouTube
Python for Beginners | Loops & List Comprehensions Explained Step-by-Step
Ready to go from loop-thinking to clean, concise list creation in Python? In this video, we cover:
How to build lists using normal for loops (step by step)
Why list comprehensions exist — and how they’re just loops in a smarter form
Real-world beginner…
How to build lists using normal for loops (step by step)
Why list comprehensions exist — and how they’re just loops in a smarter form
Real-world beginner…
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🚀 New Python Tutorial!
Tuples in Python https://youtu.be/rB_cv9P0Cl4
Tuples in Python https://youtu.be/rB_cv9P0Cl4
YouTube
Python for Beginners | Python Tuples Tutorial
Master Python Tuples: The Complete Guide (Immutable Data Structures Explained!)
Stop guessing about Python's data types! In this complete tutorial, we break down everything you need to know about Python Tuples, from basic creation to advanced usage like unpacking…
Stop guessing about Python's data types! In this complete tutorial, we break down everything you need to know about Python Tuples, from basic creation to advanced usage like unpacking…
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Forwarded from Epython Lab
🚀 How to Become a Self-Taught AI Developer?
AI is transforming the world, and the best part? You don’t need a formal degree to break into the field! With the right roadmap and hands-on practice, anyone can become an AI developer. Here’s how you can do it:
1️⃣ Master the Fundamentals of Programming
Start with Python, as it’s the most popular language for AI. Learn data structures, algorithms, and object-oriented programming (OOP). Practice coding on LeetCode and HackerRank.
👉How to get started Python:https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
How to Create & Use Python Virtual Environments | ML Project Setup + GitHub Actions CI/CD https://youtu.be/qYYYgS-ou7Q
👉Beginner's Guide to Python Programming. Getting started now: https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
👉Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok
👉OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw
2️⃣ Build a Strong Math Foundation
AI relies on:
🔹 Linear Algebra – Matrices, vectors (used in deep learning) https://youtu.be/BNa2s6OtWls
🔹 Probability & Statistics – Bayesian reasoning, distributions https://youtube.com/playlist?list=PL0nX4ZoMtjYEl_1ONxAZHu65DPCQcsHmI&si=tAz0B3yoATAjE8Fx
🔹 Calculus – Derivatives, gradients (used in optimization)
📚 Learn from 3Blue1Brown, Khan Academy, or MIT OpenCourseWare.
3️⃣ Learn Machine Learning (ML)
Start with traditional ML before deep learning:
✔️ Supervised Learning – Linear regression, decision trees https://youtube.com/playlist?list=PL0nX4ZoMtjYGV8Ff_s2FtADIPfwlHst8B&si=buC-eP3AZkIjzI_N
✔️ Unsupervised Learning – Clustering, PCA
✔️ Reinforcement Learning – Q-learning, deep Q-networks
🔗 Best course? Andrew Ng’s ML Course on Coursera.
4️⃣ Dive into Deep Learning
Once comfortable with ML, explore:
⚡️ Neural Networks (ANNs, CNNs, RNNs, Transformers)
⚡️ TensorFlow & PyTorch (Industry-standard deep learning frameworks)
⚡️ Computer Vision & NLP
Try Fast.ai or the Deep Learning Specialization by Andrew Ng.
5️⃣ Build Real-World Projects
The best way to learn AI? DO AI. 🚀
💡 Train models with Kaggle datasets
💡 Build a chatbot, image classifier, or recommendation system
💡 Contribute to open-source AI projects
6️⃣ Stay Updated & Join the AI Community
AI evolves fast! Stay ahead by:
🔹 Following Google AI, OpenAI, DeepMind
🔹 Engaging in Reddit r/MachineLearning, LinkedIn AI discussions
🔹 Attending AI conferences like NeurIPS & ICML
7️⃣ Create a Portfolio & Apply for AI Roles
📌 Publish projects on GitHub
📌 Share insights on Medium/Towards Data Science
📌 Network on LinkedIn & Kaggle
No CS degree? No problem! AI is about curiosity, consistency, and hands-on experience. Start now, keep learning, and let’s build the future with AI. 🚀
Tagging AI learners & enthusiasts: What’s your AI learning journey like? Let’s connect!. 🔥👇
#AI #MachineLearning #DeepLearning #Python #ArtificialIntelligence #SelfTaught
AI is transforming the world, and the best part? You don’t need a formal degree to break into the field! With the right roadmap and hands-on practice, anyone can become an AI developer. Here’s how you can do it:
1️⃣ Master the Fundamentals of Programming
Start with Python, as it’s the most popular language for AI. Learn data structures, algorithms, and object-oriented programming (OOP). Practice coding on LeetCode and HackerRank.
👉How to get started Python:https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
How to Create & Use Python Virtual Environments | ML Project Setup + GitHub Actions CI/CD https://youtu.be/qYYYgS-ou7Q
👉Beginner's Guide to Python Programming. Getting started now: https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
👉Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok
👉OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw
2️⃣ Build a Strong Math Foundation
AI relies on:
🔹 Linear Algebra – Matrices, vectors (used in deep learning) https://youtu.be/BNa2s6OtWls
🔹 Probability & Statistics – Bayesian reasoning, distributions https://youtube.com/playlist?list=PL0nX4ZoMtjYEl_1ONxAZHu65DPCQcsHmI&si=tAz0B3yoATAjE8Fx
🔹 Calculus – Derivatives, gradients (used in optimization)
📚 Learn from 3Blue1Brown, Khan Academy, or MIT OpenCourseWare.
3️⃣ Learn Machine Learning (ML)
Start with traditional ML before deep learning:
✔️ Supervised Learning – Linear regression, decision trees https://youtube.com/playlist?list=PL0nX4ZoMtjYGV8Ff_s2FtADIPfwlHst8B&si=buC-eP3AZkIjzI_N
✔️ Unsupervised Learning – Clustering, PCA
✔️ Reinforcement Learning – Q-learning, deep Q-networks
🔗 Best course? Andrew Ng’s ML Course on Coursera.
4️⃣ Dive into Deep Learning
Once comfortable with ML, explore:
⚡️ Neural Networks (ANNs, CNNs, RNNs, Transformers)
⚡️ TensorFlow & PyTorch (Industry-standard deep learning frameworks)
⚡️ Computer Vision & NLP
Try Fast.ai or the Deep Learning Specialization by Andrew Ng.
5️⃣ Build Real-World Projects
The best way to learn AI? DO AI. 🚀
💡 Train models with Kaggle datasets
💡 Build a chatbot, image classifier, or recommendation system
💡 Contribute to open-source AI projects
6️⃣ Stay Updated & Join the AI Community
AI evolves fast! Stay ahead by:
🔹 Following Google AI, OpenAI, DeepMind
🔹 Engaging in Reddit r/MachineLearning, LinkedIn AI discussions
🔹 Attending AI conferences like NeurIPS & ICML
7️⃣ Create a Portfolio & Apply for AI Roles
📌 Publish projects on GitHub
📌 Share insights on Medium/Towards Data Science
📌 Network on LinkedIn & Kaggle
No CS degree? No problem! AI is about curiosity, consistency, and hands-on experience. Start now, keep learning, and let’s build the future with AI. 🚀
Tagging AI learners & enthusiasts: What’s your AI learning journey like? Let’s connect!. 🔥👇
#AI #MachineLearning #DeepLearning #Python #ArtificialIntelligence #SelfTaught
YouTube
How to Install Python on Windows: Beginner’s Guide (Step-by-Step)
Want to start coding in Python on Windows? This beginner-friendly guide walks you through the setup process—from installing Python and VS Code to writing your first Python script. 🚀 Whether you're a beginner or switching to Python, this tutorial makes it…
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