Road2Geeks

Maximum Average Subarray I – Sliding Window Optimization Explained While solving LeetCode – Maximum Average Subarray I , I initially implemented a straightforward sliding window solution. Although the logic was correct, it resulted in a Time Limit Exceeded (TLE) error. This problem became a good learning example of why optimization matters and how prefix sums can drastically improve performance. Initial Approach (Naive Sliding Window) My first solution calculated the average of every window of size k by slicing the array and computing the sum each time. Array slicing takes O(k) Summing also takes O(k) This happens for each window → O(n) times Overall time complexity becomes O(n × k) , which causes TLE for large inputs. This solution works logically but is inefficient due to repeated recalculation of sums. Optimized Approach Using Prefix Sum To avoid recalculating sums, I switched to using a prefix sum array . Each index in the prefix array stores...

Evolving My Solution to “Merge Sorted Array” A practical, beginner-friendly walkthrough showing four versions of my code (from a naive approach to the optimal in-place two-pointer solution). Includes explanations, complexity and ready-to-paste code. Problem Summary You are given two sorted arrays: nums1 with size m + n (first m are valid) nums2 with size n Goal: Merge nums2 into nums1 in sorted order in-place . Version 1 — Beginner Approach (Extra List) I merged into a new list then copied back. Works, but not in-place and uses extra memory. class Solution: def merge(self, nums1, m, nums2, n): result = [] p1 = 0 p2 = 0 for _ in range(m+n): if p1 >= m: result.extend(nums2[p2:n]) break elif p2 >= n: result.extend(nums1[p1:m]) break elif nu...

Introducing CodeMad: Your Ultimate Multi-Language IDE with Custom Shortcuts Welcome to the world of CodeMad, your all-in-one Integrated Development Environment (IDE) that simplifies coding and boosts productivity. Developed in Python, CodeMad is designed to make your coding experience smoother and more efficient across a variety of programming languages, including C, C++, Java, Python, and HTML. Whether you're a beginner or an experienced programmer, CodeMad is your go-to tool. In this blog, we'll dive deep into the workings of CodeMad, highlighting its unique features and easy installation process. The Power of Shortcuts CodeMad's intuitive interface is built around a set of powerful keyboard shortcuts that make coding a breeze. Here are some of the key shortcuts you'll find in CodeMad: Copy (Ctrl+C) : Duplicate text with ease. Paste (Ctrl+V) : Quickly insert copied content into your code. Undo (Ctrl+Z) and Redo (Ctrl+Y) : Correct mistakes and s...

The Internet of Things (IoT) refers to the growing network of internet-connected devices that are embedded in everyday objects. These devices are able to collect and exchange data using sensors and other technologies, allowing them to communicate and interact with each other and with humans.                                                                                                    @image source- geeksforgeeks The IoT has the potential to transform many industries by enabling devices to communicate and share data in real-time. This can lead to more efficient processes, improved decision making, and new products and services. For example, in healthcare, IoT devices can be used to monito...

Smartphone Tips For Virus Attack: There are a few simple yet valuable tips to shield cell phone from Hackers, which whenever followed, can be kept away from the snare of Virus. Yet, on the off chance that you disregard these work tips, your ledger or say life's profit can be lost because of infection assault. See Tips.   image credit> https://www.iwmbuzz.com/ These 5 tips will surely help you to be Protected against VIRUS Instructions to Protect Smartphone From Malware: Smartphones have turned into a significant piece of our lives in general, this is on the grounds that today the majority of the work is finished through cell phones sitting at home. In any case, programmers are exploiting this rising reliance on smartphones, who abandon the record by placing infection in the phone of versatile clients and breaking into the ledger. Assuming that you additionally continue to stress over how to save the smartphone from getting found out in the infection trap, then today we will...

How many phone numbers are  in your name? Find out now what this  The DoT portal is also known as Telecom Analytics for Fraud Management and Consumer Protection (TAFCOP). According to the rules issued by DoT, a citizen can only issue 9 cell phone numbers from their Aadhar card.  @image credit- 123rf.com We all know how much cheating has increased today. Especially the cases of SIM card fraud or Aadhar card fraud are at their peak. People don't know what tricks he uses for his own benefit.There are these types of scams that need to be recognized. Do you know how many cell phone numbers are registered in your name? If not, then today's article is for you. Because today we are going to tell you how to know how many cell phone numbers are registered in your name. If you want to know how many   mobile numbers are registered in your name, you can easily find out.You can find out through the Department of Telecommunications (DoT) portal. From here you can know how many...

What is Hadoop and how does it work? we should rewind to the days prior to the world turned computerized in those days miniscule measures of information were produced at a generally languid speed every one of the information was for the most part reports and as lines and segments putting away or handling this information wasn't a difficult situation as a solitary stockpiling unit and processor blend would finish the work. be that as it may, as years passed by the web overwhelmed the world leading to lots of information created in a huge number of structures and organizations each microsecond semi-organized and unstructured information was accessible now as messages pictures sound and video to name.  a not many this information turned out to be on the whole known as large information albeit intriguing it turned out to be almost difficult to deal with this enormous information and a stockpiling unit processor blend was clearly sufficiently not so wha...

Apple to set aside more effort to carry out youngster security highlights  Apple Inc said on Friday it would require some investment to gather info and make upgrades prior to delivering significant kid security highlights.  Apple Inc said on Friday it would require some investment to gather data sources and make upgrades prior to delivering kid security highlights. (Picture source: AP)  Apple Inc said on Friday it would require some investment to gather information sources and make upgrades prior to delivering kid wellbeing highlights, a month after it said it would carry out a framework to check iPhones for pictures of kid sexual maltreatment.  In excess of 90 strategies and rights, bunches all throughout the planet disclosed to Apple last month it should leave plans for filtering youngsters' directives for bareness and the telephones of grown-ups for pictures of kid sex misuse.  Pundits of the arrangement have said that the component could be taken advantage o...

Prime Minister Narendra Modi will on Monday releases-RUPI, a person and purpose-particular digital payment answer via video conferencing. "Digital generation is converting lives in a first-rate manner and is Ease of Living. At 4:30 PM the next day, 2 August, will releasee-RUPI, a (like something inside the destiny) virtual price answer which offers (greater than, however no longer some of) advantages for its clients," Modi said in a tweet on Sunday. PM additionally stated that most of the blessings of e-RUPI are cashless and contactless digital price, connecting provider sponsors and beneficiaries digitally and ensuring leak-evidence delivery of several welfare services. According to an assertion issued by using manner of the Prime Minister’s Office (PMO) on Saturday, e-RUPI is a cashless and contactless tool for a digital fee that has been developed through the National Payments Corporation of India in collaboration with the department of monetary services, the Union ministr...

 Android 12 is here? Android 12 is here and after numerous years I think Google has enjoyably astonished me and have even raised my assumptions also with stock Android, Truth be told I'm confounded if to call this stock Android, since when you consider stock Android you get a sensation of dated Ui, very little personalization and this Android 12 is by and large inverse Indeed, it's anything but an advanced UI. We'll talk everything about in Android 12 yet before that assuming you're perusing our blog interestingly, do follow for every single most recent update Table of Content- Looks and feel personalization Android 12 beta Android 12 beta supported devices Animations Material you design Gadgets Privacy Game mode is missing Looks and feel   Gigantic! The tremendous change in the manner stock Android looks. At the point when you pull down the notification center you think which UI is this yet its stock Android. Shadings and all are extremely pleasant, ico...

  Windows 11 release date As of late, at the Microsoft meeting of the year 2021, Satya Nadella, the CEO of Microsoft said that he is truly amped up for the up-and-coming age of Windows. As all of you would realize that back in 2015, Microsoft said that Windows 10 will be the last form of their Windows. Nonetheless, after the current year's meeting, they negated their declaration. A couple of days back we covered that Windows is getting a full patch up and different highlights that were going to come. It's anything but quite a while since Windows 10 was dispatched and we look forward to the following adaptation of Windows. In this article, we will talk about every one of the Windows 11 highlights and furthermore notice our assumptions for Windows 11 delivery date. So with no further ado, we should head into the article TABLE OF CONTENT- WHY WINDOWS 11 FEATURES RELEASE DATE Why Windows 11? The windows discharge history is as per the following from Windows 7 of every 2009, then, a...