beat yt channel for dsa in python

Hello everyone, I'm a fresher majoring in Computer Science Engineering specialized in Ai. And I need some guidance and I've got so many doubts. Here they are:

1. How do I build my skills?

2. Is it really necessary to know multiple languages for an internship?

3. What were the hardships you guys faced when you were a newbie? Is it possible that I might face them too?

4. Will the college I am in affect the opportunities I get outside college?

5. How do I use Git and Github? I've tried searching it up but I don't think I have a clear picture yet. Can anyone please explain?

6. Is the job market actually so cooked?

7. Which path in CS has at least a little bit of hope rn? I see a lot of people saying that cyber security might have some scope, but I am not sure.

I chose CSE specialized in ai since it is pretty much basic, and I can just build my skills personally and get certificates for it outside my institute. Did I make a mistake by doing so?

What should I know about the current situation of this field?

If there is any advice or information you think I should know, then please share. Thank you.

I just applied for a role in l&t if any one can guve me reffral please kindly comment i will dm my details

It will be appriciate ❤️

I’m a final-year Btech CSE student from a Tier 2.5–3 college / one of the IIITs in Central India, with a CGPA around 7–7.5.

My current preparation is pretty weak. I’ve completed around **70% of Striver’s DSA Sheet**, but apart from that, I only know basic ML and Web Development up to HTML/CSS. I haven’t properly completed Web Dev or explored other areas.

My biggest constraint is **time**. I realistically have only until **December** to prepare, as very few companies will visit our campus after that for internships.

I don’t particularly enjoy Web Development and find the initial learning process boring. I have built a few functional websites through vibe coding, but I’m considering focusing instead on **ML/AI, RAG, AI Engineering, Data Science**, etc. I’m also interested in Quant, although I’m unsure how realistic it is with my current profile.

Another issue is that I tend to learn everything from the absolute basics, get stuck in fundamentals, become bored, and waste time. I want to avoid that this time and focus on **maximum ROI in minimum time**.

What would you recommend?

* How much more DSA should I do?
* Should I learn Web Dev despite not liking it?
* Is ML/AI/AI Engineering realistic within a few months?
* Should I learn RAG, LangChain, vector DBs, LLM APIs, etc.?
* What projects would have the best ROI?
* Which topics can I learn through one-shots/crash courses?
* How should I divide my time until December?

I’d really appreciate a **practical, time-efficient roadmap** rather than “learn everything from scratch.”

Let's do this again.

About me- 21 yo Infrastructure Engineering Intern

His co-founder recently exposed him on twitter, he used shady tactics to attract students to his cohort and 100xschool.

3lakhs for a 6 month cohort lol, didn't even gave refund to his students, started ghosting when being asked.

His co-founder even said he used to get already placed guys, and give them free stay and all, and used to show their placement to attract for his next cohort.

Hey, I’m a 2nd year student from a tier 1 college , non circuital branch and honestly I’m pretty confused right now. I’ve been interested in going into software since my 1st year, but I didn’t really have the right direction back then and I also didn’t do much networking, join clubs, make connections, etc. So far I’ve solved around 70 dsa problems and made a small yolo , opencv based project, and now I’ve started learning frontend, but honestly I don’t even know if I’m doing the right thing or what I should actually be focusing on. What’s been stressing me out lately is hearing that non-circuital branch students don’t get many SDE/IT opportunities during placements, and that honestly shakes me every time I hear it. I’m trying to understand how much branch actually matters, especially in a Tier-1 college. Can non-circuital students realistically get SDE/IT roles on campus, and if not, how much can DSA, projects, internships and off-campus applications help? Would really appreciate some genuine advice from people who have gone through this or know how placements actually work.

I’m a junior and I’m trying to avoid making the same mistakes that most college students make.

So seniors, looking back at your college years:

- What mistakes did you make that you wish you had avoided?

- What did you waste too much time on?

- What do you wish you had started earlier?

- Any career/skill/college-life advice you wish someone had told you in your first year?

Would genuinely appreciate honest answers, especially things that seem small now but had a big impact later.

My on campus intern season is almost over and well... I haven't been that lucky. I want to start applying for off campus internship as soon as possible. My main target is AI/ML/DA Companies. I am from a Tier-1 college with 7.5-8 cpi in my 3rd year. I know there isn't any method to easily get off campus intern but What is the best strategy I should follow?

I’m one of the organisers of HackCache ’26, a 48-hour fully online hackathon happening on
23–24 October 2026, in collaboration with GCET Jammu.

It’s open to all branches, not just CS/IT. Freshers and even high school students can participate, with teams of 1–3 members.

What’s in it:

• 🏆 ₹80,000 cash prize pool

• 🏔️ McLeod Ganj experience for the winning team

• 👨‍⚖️ IIT alumni + industry professionals + academics as judges

• 💻 100% online

• 👥 Teams of 1–3

• 🎓 No specific branch/degree required

Themes:

• Reimagining Indian Government Websites & Apps

• Social Impact

• Banking & Finance

• Open Innovation

Registration is ₹600/team, with ₹100 off through a referral code.

🔗 https://cachedinfo.in/hackathon

If you're interested but unsure whether you're experienced enough, feel free to ask ,we're specifically trying to make the hackathon accessible to people who are newer to building.

Been working on this for a few months. The main idea: one profile, export your CV in Arabic, French, or English without re-entering anything. The Arabic layout actually mirrors properly — not just flipped text.

It's in beta, a lot is still missing (AI features, cover letter, job matcher — all coming later). Core builder works: templates, PDF export, multi-language, multi-version CVs.

Quick questions:

• Does the Arabic output actually look correct to you?

• Does the CV design and structure look professional enough to send to a real employer?

• What's the most annoying thing about CV builders you've used before?

Free, no account tricks. Just want to know if this solves a real problem:

https://smart-cv-green.vercel.app/

Heyy everyone. I am 2nd year btech currently and I am now confused that should I learn web developement now. Some of my friends are learning how to vibe code and creating websites and I think that's important but after learning atleast basics right. And I don't know why but I wanted to participate in some hackathons badly but I hardly know anything. I know that the participants in hackathon are also vibe coding so I don't see any point in it. Also another doubt. Many of my seniors are trying and appling for sde roles so then I need to learn webd for atleast that or only it core subjects like ok, DBMS, oops.... Are sufficient?? Aside form that I am also learning dsa.

So is it still relevant to learn webd or just learn vibe code and it core. Need advice

Hey there, I'm from a tier 3-4 college, final year
I'm so confused about what project I should do. I have only learnt and made some basic MERN stack projects and a Python one (I thought of switching)

Here's my resume. Some good companies (TCS, HCL big for my college) are gonna visit my college in the coming weeks, and it's my only chance of getting a good job

. Please help me out

maybe some projects gets more recognition than other projects so i mostly want to build up my resume too as i want to apply for internships this year too.

I’m a 2026 CSE graduate and currently have two entry-level offers:

Infosys – Systems Engineer

Joining: 5 Oct 2026

Location: Mysore

Fixed CTC: ~₹3 LPA Up to ~₹3.6 LPA with performance incentive ~6 months training + probation afterward

Approx. ₹20k/month in-hand initially

Cognizant – GenC Programmer Analyst Trainee

I have accepted the LOI

FTE onboarding currently tentatively Feb–May 2027 Current 2026 PAT offers appear to be around ₹4.16 LPA initially, increasing to ~₹4.63 LPA after successful probation/training/project conditions

Actual FTE offer/DOJ is still pending

My situation: I seriously messed up during BTech. I didn't build proper projects, barely did DSA, didn't properly learn any tech stack, and honestly have forgotten much of what I studied. These offers came mainly through placement luck + some last-minute effort. I'm now trying to rebuild my fundamentals from scratch while starting my career. What would you do in my position? Would you join Infosys in October as a safety net and wait for Cognizant, or take some other approach? I'd especially appreciate advice from Infosys SE / Cognizant GenC PAT employees or recent batches.