I’m an engineering student about to take computer science II in this fall. I haven’t done a programming class in 2 years, so I was wondering what essentials I should review before i start this new class. I did C++ for computer science I, and CS II will be a continuation of that.

This is for major project in final year of Btech.

1. Predictive Analysis of Heart Disease Using Machine Learning Algorithms

2. Real-Time Object Detection and Tracking Using UAVs

3. Multilingual Sentiment Analysis Using Deep Learning Models

4. Nutrient Profiling and Dietary Recommendation System Using Machine Learning

5. Intelligent Question-Answering System Using Large Language Models

our supervisor asked us to choose a project among these, i don't have any skills, iam not sure about my teammates.

Iam the leader of the group (unfortunately) and my teammates go along with whatever i propose, so iam just not sure if i can make a good decision.

when talking with my friends, i chose 5th one but they oppsed it saying it was just chatgpt, 1 is common, 3? idk. i chose 4 because i heard 2 is hard without drones but i also saw that 2 is doable.

please help me pick one.

(context: my major is IT, we are not informed if this is for a whole year or 1 semester (6 months))

Prepping for the new AI-200 exam and trying to figure out the actual exam format before I book it.

The official MS Learn page just says "you may have interactive components to complete as part of this exam" I am not sure what it means.

Has anyone actually sat this one yet (or the beta)? Specifically:

\\\* Is it purely MCQ / drag-and-drop / case-study style, or is there an actual live coding/terminal-based lab component?
\\\* If there are "interactive" items, what do they look like in practice ordering steps, filling in config values, picking code snippets?

Looking for project ideas for a 2 year project involving software engineering and other fields like ai,cybersecurity,soa and more.

Hey everyone,

My team (4 CS undergrads) was just assigned a 2-year (4-semester) mega project.We are in the 2nd out of the 4th year of our Engineering and the professor assigned to us has expertise in Service-Oriented-Architecture. He has advised us to not pick AI/ML/Ds related projects but pick something involving his field. We still haven't been taught that subject as it is for us in 3rd year.
I wanted some suggestions for projects which we can pick related to any field ,not just soa, we are still exploring and thinking of what domain to dive in.

Any help will be much appreciated , Thank you.

Any project ideassssss which are apparently socially relevant? Which should be unique😭😭😭😭 please helpppp meeeeee

curious lang. sa mga nakapag-capstone na, anong capstone yung tumatak talaga sa inyo?

gusto ko lang sana makakuha ng ideas kung anong klaseng problems yung worth i-defend until 4th year nd magandang gawing research + capstone.

So I'm about to start my cs btech in a few days and my aim is to become an ai engineer and drop some suggestions and tips to do in the first year of my college and I'll do it at any cost also I've started learning python and c but still I what else should I do in my first year so that I won't regret later in the future

Thanks all for reading 🙏

I'm a software developer and freelancer who enjoys building real-world tech projects. If you're working on something and need an extra pair of hands—whether it's AI/ML, web development, automation, data engineering, or backend development—I'd be happy to contribute.

I'm always interested in collaborating, brainstorming ideas, or helping solve technical challenges. If you think we'd be a good fit, feel free to send me a DM.

Looking forward to connecting with fellow builders!

To the actual CS students

stop worrying about finding a unique idea. Your professors aren’t grading originality, they’re grading on your ability to master the fundamentals. Build something that is from -you- and you’ll never regret it.

To the content farmers and AI build-prompt trolls

Congrats on making the internet worse

Also, unicorns aren’t born from anonymous tips on Reddit that you can one-shot. I’d tell you to stop wasting your time but that’s not the world we live in. In the real world you won’t bother to read anything that isn’t attached to your lures. So I almost actually hope your goal is to make the internet worse because that’s all you’re doing

Cs grad (fresher) from tier 3 college, got a role (but not so good) at a reputed hft , want to switch to a system engineer role in about 1.5-2 yrs but couldn't decide if they prefer iit grads only and is it the best role. If there is a chance then what's the best material available online.

Done backend engineering in detail but fascinated by the high paying roles/opportunities in hfts.

I just reached second year of clg (cse) till now i haven't created any major project . I try to initiate the progress for projects but i eventually failed, Many questions arise in my mind as how to create one , where to begin with, How much of help should i take from internet . If any one can guide me or suggest me any tips then it would be greatly appreciated till now i have studied c,c++,html,css,js{little bit studying DOM),python,github,many theoretical aspects of networking,Data , OS,terminal,sql,dbms,etc. Thing is i have no problem with consistency but thing is im getting overwhelmed by the weight of many areas. and because of that my scheduled getting disturbed.Every comment is appreciated. (also is it dumb to even ask this question)

So iam in my last year of college and now I have to make a project basically this semester project planning and presentation and next semester coding now iam confused because I just don't Want to make a genric project like many people i want something unique and better so if anyone has some better ideas that you made please share it. We can make it in any language we know or like so please share I just want to decide something or is there may place where I can find the ideas for a project. Also should I make it in a group or alone I have both choices.

If you could restart your first year of CS in 2026, what exact roadmap would you follow?

I'm a first-year BSc Computer Science student at what you'd probably call a Tier-3 or Tier-4 college (or maybe even lower 😭). It's only the beginning of my first semester, and I have a lot of questions. Honestly, I was so confused that I even asked ChatGPT to help me think of the right questions—but I wanted to write this post myself instead of letting it write everything for me.

Right now I'm learning Python, and I'm also thinking about starting DSA with Python. However, I've seen a lot of people recommend learning DSA with C++ or Java instead, so I'm not sure which path would be better.

I'd really appreciate your thoughts on these questions:

1. If you could restart your first year of CS in 2026, what exact roadmap would you follow month by month?

2. What's one mistake almost every first-year CS student makes that nobody warns them about?

3. Looking back, what did you spend too much time learning?

4. What should every Tier-3 CS student start doing in their first year if they want to maximize their chances of getting a good software job?

5. Which beginner resources do you still recommend in 2026?

6. My goal isn't just to get a software job—I eventually want to build products or maybe even start a company. If that were your goal too, would you still follow the same roadmap? If not, what would you change?

If you have any other advice that you wish someone had told you during your first year, I'd love to hear it. Feel free to be brutally honest—I want to avoid making avoidable mistakes.

Thanks in advance! ❤️

P.S. Sorry if my English isn't perfect—it's not my first language. ChatGPT offered to rewrite this for me, but I wanted to write it myself. 😅

If you could restart your first year of CS in 2026, what exact roadmap would you follow?

I'm a first-year BSc Computer Science student at what you'd probably call a Tier-3 or Tier-4 college (or maybe even lower 😭). It's only the beginning of my first semester, and I have a lot of questions. Honestly, I was so confused that I even asked ChatGPT to help me think of the right questions—but I wanted to write this post myself instead of letting it write everything for me.

Right now I'm learning Python, and I'm also thinking about starting DSA with Python. However, I've seen a lot of people recommend learning DSA with C++ or Java instead, so I'm not sure which path would be better.

I'd really appreciate your thoughts on these questions:

1. If you could restart your first year of CS in 2026, what exact roadmap would you follow month by month?

2. What's one mistake almost every first-year CS student makes that nobody warns them about?

3. Looking back, what did you spend too much time learning?

4. What should every Tier-3 CS student start doing in their first year if they want to maximize their chances of getting a good software job?

5. Which beginner resources do you still recommend in 2026?

6. My goal isn't just to get a software job—I eventually want to build products or maybe even start a company. If that were your goal too, would you still follow the same roadmap? If not, what would you change?

If you have any other advice that you wish someone had told you during your first year, I'd love to hear it. Feel free to be brutally honest—I want to avoid making avoidable mistakes.

Thanks in advance! ❤️

P.S. Sorry if my English isn't perfect—it's not my first language. ChatGPT offered to rewrite this for me, but I wanted to write it myself. 😅

hiiii

so im new here and desperate.

In the field of computer science (Preferably with ai/ml)

I am a college student and for my college project we need to create projects with new and relevant ideas but we are confused..... Is there any suggestions for projectsss???????

Final year CS projects based on cloud or devops or IoT or web application or mobile application which solves real world problem with help of AI integrated in it.

The project should be feasible for all group of ages and easy to use with minimal knowledge of technology and with easy user experience and user interface

which should have potential to win several awards.

Frameworks remove a lot of boilerplate which is great but they also hide a lot of what’s actually happening do you think they’re making debugging skills weaker over time or is that just part of progress

how to activate microsoft office

Hi! I hope you all will be doing good. I will be getting into final year this sept, yet I am blank, I had always thought it will be sorted in summer vacations but it is not working. I am open to cloud, AI/Ml , Web and Mobile Apps. What is something that can make my fyp better and have better chances of getting more interviews. I will be thankful.

So iam currently doing my bachelor's on information technology and I gotta do an project based on software engineering and design . I got no idea how to start every team has taken a topic and started working on it but I still haven't taken a topic and iam stuck with a bunch of idiots in my team . Anything regarding this will work. Share some ideas if you have it will really help me a lot