Python's Duck Typing: Capability Over Identity

Check out my handbook "Fine-tuning Llama 3.2 model with LoRA" ❤️ If you are looking to fine-tune large language models efficiently, I just put together a comprehensive handbook breaking down the entire process using the Llama 3.2 - 1 billion parameter model and parameter-efficient LoRA technique! 🚀 #programming #coding #python

🚀 Day 5 – Exploring String Methods in Python Continuing my learning journey with @Global Quest Technologies! Today’s session focused on working with strings and their powerful built-in methods: 🔹 strip() and other essential string methods like split(), join(), replace() 🔹 Case conversion methods – upper(), lower(), swapcase(), title(), capitalize() 🔹 String checking methods – startswith(), endswith() 🔹 String formatting techniques 🔹 Program to accept a string and find its reverse These concepts are very useful for handling and manipulating text efficiently in Python. ✨ Each day brings new knowledge and skills! #Python #LearningJourney #Programming #Coding #Growth

🧩 DSA Breakdown: Insert Interval One of those problems that looks scary at first, but once you see the pattern — it clicks instantly. The problem: Given a sorted list of non-overlapping intervals, insert a new interval and merge if needed. The trick? Just think in 3 phases: 1️⃣ Add all intervals that END before the new one starts → no overlap, safe to add 2️⃣ MERGE all intervals that overlap → keep expanding the new interval's boundaries 3️⃣ Add everything remaining → they start after the new interval ends ✅ Time: O(n) — single pass ✅ Space: O(n) Currently grinding DSA one problem at a time 💪 If you're on the same journey, let's connect! #DSA #CodingInterview #Python #LeetCode #Programming #100DaysOfCode

🚀 Day 23 – Second Non-Repeating Character (Python) 💻 Today’s task: Find the second non-repeating character in a string. 🔍 The goal is to identify the second character that appears only once in the given string. 📌 This exercise helped me understand: • Character frequency counting 🔢 • String traversal 🔁 • Handling edge cases efficiently ⚠️ ✨ A slightly advanced twist on a common problem that improves logical thinking. 📈 Learning consistently and strengthening problem-solving skills every day. #Python #100DaysOfCode #CodingJourney #Programming #ProblemSolving #Developer #LearnToCode #Tech #PythonTips #DataStructures

📘 Python Learning – Day 3 Highlights 🐍 Today’s class was all about Strings & Conditional Logic — very practical and fun! 🔹 String Methods: Used functions like lower(), upper(), strip(), replace(), find(), count(), and split() 🔹 String Formatting: Learned modern and clean way using f-strings 🔹 Conditional Statements: if, elif, else to make decisions in programs 🔹 Ternary Operator: Short and smart way to write conditions in one line 🔹 Practice Programs: ✔ Grade calculation system ✔ Palindrome checker ✔ Vowel counter 💡 Example: text == text[::-1] → checks palindrome Learning how to think logically with code step by step 🚀 #Python #Programming #Coding #LearningJourney #Beginner #TechSkills

Hello everybody, and welcome to this second personal project of 'Learning Python with me'. Today, I have been asked to create a commission calculator for a friend, and we will use Python to make a simple calculator that shows the percentage commission. What do we need? - Name - Income - Commission result Throughout this project, I realized that I needed to convert strings into integers, since the final result had to be a number. I also learned how to use variables in mathematical operations and print them as a final result. Here is how it looks. I hope you enjoy it! :) #Python #PythonProject #SideProject #fyp #Programming #OpsDeveloper

🚀 Day 5 — DSA with Python Solved the classic “Product of Array Except Self” problem today. This one introduced me to an important concept: 👉 Precomputation (Prefix & Suffix Pattern) Instead of recalculating products again and again, I learned how to: • Store prefix products (left side) • Store suffix products (right side) • Combine them to get the result efficiently 💡 Key Learning: Optimizing brute-force solutions using precomputation can significantly reduce time complexity. ⚡ What challenged me: Understanding how to manage two passes (left → right and right → left) without using extra space initially felt confusing — but breaking it step by step helped. 📈 Growth Insight: DSA is less about memorizing solutions and more about recognizing patterns like this one. On to Day 6 🔥 #DSA #Python #CodingJourney #ProblemSolving #100DaysOfCode

🚀 Day 21 – Merge Two Sorted Lists (Python) 💻 Today’s task: Write a program to merge two sorted lists into a single sorted list. 🔍 The goal is to combine both lists while maintaining the sorted order. 📌 This exercise helped me understand: • Two-pointer technique 🔁 • Efficient list traversal ⚙️ • Writing optimized and clean logic ✨ ✨ A classic problem that builds a strong foundation for algorithms like merge sort. 📈 Learning step by step and improving consistency every day. #Python #100DaysOfCode #CodingJourney #Programming #ProblemSolving #Developer #LearnToCode #Tech #PythonTips #DataStructures

🚀 Day 2 of #100DaysOfCode Today I learned how to check whether a number is a Palindrome using Python 🐍 🔍 Problem: A number is called a palindrome if it reads the same forward and backward (like 121, 1331). 💡 Approach: Reverse the number using a loop Compare it with the original number 🐍 Code: num = int(input("Enter a number: ")) original = num reverse = 0 while num > 0: digit = num % 10 reverse = reverse * 10 + digit num = num // 10 if original == reverse: print("Palindrome Number") else: print("Not a Palindrome Number") 📌 Key Learning: Learned how loops and basic logic can solve interesting problems. 💬 Next: Armstrong Number 🔥 #Python #Coding #100DaysOfCode #Learning #CSE

Day 5/30  This looked correct… until I actually ran it def add(a, b): return a + b Nothing looks wrong here. But then: add("10", 5) It fails Not when I wrote the function… not when Python read it… only when it ran. That’s how I learnt : ➡️ Function definitions don’t enforce types ➡️ The real check happens during execution So the code can look completely fine… and still break later. And that changes how you think about writing code #Python #LearningInPublic #Programming #Developers #30DaysofCode #CodingJourney