Why does your code slow down as data grows? The answer lies in Time Complexity a fundamental concept that every developer must understand. In this short video, I covered: - What is Time Complexity - Big O Notation explained simply - Difference between O(1), O(log n), O(n), O(n²) - Why efficient code matters Understanding this can completely change how you write code and prepare for interviews. Explore structured DSA in Java roadmap + practice: www.quipoin.com #DSA #Java #Programming #Coding #SoftwareEngineering #BigO #InterviewPreparation
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🚀 I thought I knew Java Arrays… until I actually revised them properly. Most beginners memorize syntax like: int[] arr = new int[5]; But interviews don’t test syntax. They test understanding. Here’s what actually matters: • Why array index starts from 0 • How memory is allocated internally • Why arrays are fixed size • Why O(1) access time makes arrays powerful • When to use Array vs ArrayList If your array basics are weak, Data Structures will feel difficult. Today I revised: ✔ Declaration & Initialization ✔ 2D and Jagged Arrays ✔ Traversal methods ✔ Arrays utility methods Strong fundamentals > Fancy topics. Are your array basics really strong? #Java #DSA #Programming #JavaDeveloper #CodingJourney
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🚀 Day 1 of mastering Java Exception Handling Instead of passively reading, I decided to actively practice like an interview. Here’s what I covered today: ✅ Checked vs Unchecked Exceptions → Compile-time vs Runtime → Why some MUST be handled ✅ try-catch-finally behavior → “finally always executes?” → Not always (System.exit, JVM crash) ✅ throw vs throws → One throws, one declares — simple but often confused ✅ Multiple catch blocks → Ordering matters (specific → general) ✅ Custom Exceptions → Creating meaningful errors instead of generic ones 💡 Biggest realization: Knowing definitions is easy. Explaining them clearly under pressure is the real skill. 🎯 Plan: → Day 2: Deeper concepts + edge cases → Day 3: Tricky output questions (real interview level) #Java #Coding #InterviewPreparation #LearningInPublic #100DaysOfCode
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Day 89/100 – DSA + Project Revision 🚀 Today was all about strengthening fundamentals that actually get asked in interviews. 🔁 Revised: Slow & Fast Pointer (Linked List Pattern) This pattern looks simple but is extremely powerful. Used in: • Finding middle of linked list • Detecting cycle (Floyd’s Algorithm) • Palindrome linked list • Reordering list 👉 Key learning: Instead of solving each problem differently, recognize the pattern and reuse logic. 💻 Project Revision: Socket Programming (Java Client) Revisited my client-side implementation: • Connected to server using Socket • Sent message using PrintWriter • Received response using BufferedReader 👉 Realization: Understanding how data flows between client and server is more important than just writing code. ⚡ Focus of the day: Consistency > Intensity Small improvements daily are building strong fundamentals. #Day89 #DSA #Java #LinkedList #CodingJourney #100DaysOfCode #PlacementPrep
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💻 Java Practice Update | Second Largest Number in Array 📌 Problem: Find the second highest number in an array. 🧠 Approach: Maintain two variables: first and second Traverse the array once Update values based on comparison logic ⚙️ Key Learning: Improves problem-solving skills and helps build strong logic for coding interviews and automation testing scenarios. #Java #Arrays #CodingPractice #SDET #AutomationTesting
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🚀 Day 15 of #DSAwithEdSlash Solved: Bulb Switcher 💡 Today’s problem looked simple at first but had a really interesting mathematical insight behind it. Instead of simulating all the toggles, the key realization is that only perfect squares remain ON after all rounds. 💡 Key Takeaways: Importance of pattern recognition 🔍 Optimization using mathematical logic instead of brute force Counting perfect squares ≤ n gives the answer 📊 Result: ⚡ Optimized Time Complexity: O(√n) 💻 Efficient Java implementation Consistency is building confidence day by day 💪 #Day15 #DSA #LeetCode #Java #ProblemSolving #CodingJourney #Consistency #PlacementPrep
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𝐃𝐚𝐲 𝟕𝟔 – 𝐃𝐒𝐀 𝐉𝐨𝐮𝐫𝐧𝐞𝐲 | 𝐀𝐫𝐫𝐚𝐲𝐬 🚀 Today’s problem focused on summarizing continuous ranges in a sorted array. 𝐏𝐫𝐨𝐛𝐥𝐞𝐦 𝐒𝐨𝐥𝐯𝐞𝐝 • Summary Ranges 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡 – 𝐓𝐰𝐨 𝐏𝐨𝐢𝐧𝐭𝐞𝐫𝐬 • Iterated through the array • Marked the start of a range • Expanded while elements are consecutive Logic: • If only one element → add as single number • If multiple → format as "start->end" • Moved pointer to next new range 𝐊𝐞𝐲 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠𝐬 • Two-pointer technique simplifies range problems • Consecutive patterns are common in arrays • Formatting output is part of problem-solving • Simple logic can still be interview-relevant 𝐂𝐨𝐦𝐩𝐥𝐞𝐱𝐢𝐭𝐲 • Time: O(n) • Space: O(1) (excluding output) 𝐓𝐚𝐤𝐞𝐚𝐰𝐚𝐲 Not all problems are complex — some test how clearly you can identify patterns. 76 days consistent 🚀 On to Day 77. 🔗 Problem Link:https://lnkd.in/dXq9tU58 #DSA #Arrays #TwoPointers #LeetCode #Java #ProblemSolving #DailyCoding #LearningInPublic #SoftwareDeveloper
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🚀 DSA Preparation 💪 Solved a simple yet important String + Sliding Window problem. Focused on checking unique characters in fixed-size substrings efficiently. Great practice for improving window-based pattern recognition 🔥 🧠 Problem 🔎 Substrings of Size Three with Distinct Characters Given a string s, return the number of good substrings of length 3. 👉 A substring is good if all characters are distinct. 👉 Count all such substrings (including duplicates if they appear multiple times). Example Input: s = "xyzzaz" Output: 1 Input: s = "aababcabc" Output: 4 Improving DSA with small patterns and clean logic 🚀 #DSA #LeetCode #Strings #SlidingWindow #Java #ProblemSolving #Consistency
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👉 Question: What will be the output? String str = null; System.out.println(str.valueOf("hello")); System.out.println(str.toString()); 👉 Most developers say: “Both will throw NullPointerException” ❌ 👉 Correct Answer: hello // then exception 😮 💡 Why? ✔ "String.valueOf("hello")" 👉 It’s a static method 👉 Called using class, not object (compiler allows this syntax) 👉 So it works fine ✅ ✔ "str.toString()" 👉 Called on a null reference 👉 JVM throws ❌ NullPointerException 🔥 Important Insight: String s = null; System.out.println(String.valueOf(s)); // prints "null" ✔ Safe way to convert null to String ✔ Avoids NullPointerException 💬 Interview Tip: Explain static vs instance method behavior with null reference — interviewer will be impressed. #Java #InterviewTips #Coding #Developers #JavaConcepts #NPE
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Have you noticed that the same code can behave differently depending on the input? This is where Best Case, Average Case, and Worst Case Analysis becomes important. In this short video, I explained: - Best case (fastest execution) - Worst case (maximum time) - Average case (typical scenario) - Why worst-case analysis is commonly used Understanding this concept helps you build efficient and reliable algorithms, especially for real-world systems and coding interviews. 👉 Explore structured DSA in Java roadmap + practice: www.quipoin.com #DSA #Java #Programming #Coding #SoftwareEngineering #InterviewPreparation #Algorithms
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