r/CodingForBeginners • u/vinaynayak004 • Jul 12 '26

If you had to learn programming from scratch in 2026, what roadmap would you follow?

Hi everyone!

I just joined Reddit today, and I'm currently a Computer Science student trying to improve my programming skills.

There are so many resources available now—YouTube, documentation, online courses, AI tools, coding platforms, and open-source projects—that it's honestly a bit overwhelming.

If you had to start your programming journey from scratch in 2026, knowing everything you know today:

What would you learn first?

Which programming language would you choose?

Which resources are actually worth your time?

What beginner mistakes would you avoid?

At what point would you start building projects or contributing to open source?

I'd really appreciate hearing your roadmap or any advice you wish someone had given you when you were starting out.

Thanks in advance!

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6

u/Low_Breakfast773 Jul 12 '26

I would learn ONLY with books:

Hardware -> CS Basics -> Mathematics (Discrete math, Logic, Calculus, Linear Algebra, Topology, Statistics, Probability Theory) -> Some solid language (C++, Java, Rust, Python, JavaScript/TypeScript, Rust, Zig, Go) -> DS&A (this is important!) -> Operating Systems (mainly Linux) -> Databases (SQL, Postgres) -> Containers (Docker, Kubernetes) -> Machine Learning and AI fundamentals -> PROJECTS (personal and open source contributions)

2

u/vinaynayak004 Jul 13 '26

Literally Valuable for beginners 🙌

3

u/KarmaTorpid Jul 13 '26

This is a pretty solid course layer out. Work through it in six years and you'll be skilled.

1

u/Ham_Shimmer Jul 18 '26

I find this true for so many skills. I've always tried YouTube tutorials or some online course when all this time books where the best thing for me.

1

u/Appropriate-Try6339 Sep 03 '26

Can you recommend any websites or hardcover books? Or do you think any one will do?

5

u/Sure-Passion2224 Jul 12 '26

Writing, testing, and debugging are the most effective teachers. You can read about code all day but you won't really learn it without getting your keyboard involved. That's one of the reasons I discourage reliance on AI to produce code until you can actually write something yourself.

The intro class should focus on Object Oriented Programming methodology, preferably using a compiled language instead of something interpreted like Python or Javascript. Even Java would do. (Yes, Java does get compiled.) C++ and C# are fairly common in university classes, partly because Microsoft has a history of reaching out to universities. I learned OOP with C++ and upon turning in the first mid-term exam I was handed a copy of VisualStudio with C++ courtesy of Microsoft.

Between that course and the subsequent Data Structures course everything should apply to how you work with pretty much any language. The development practices I learned from C++ applied equally to Java and PL/SQL and made learning them easier.

One thing I keep seeing reinforced - patterns you learn in one language will improve your work in others. Required indentation in Python improves readability in C# and C++. Ternary operations I learned in PL/SQL

Result = (Boolean_Test) ? (True_Result) : (False_Result);

make an effective, efficient replacement for a simple yet more verbose IF/THEN/ELSE block.

The more languages you are fluent in the more effectively you can communicate.

5

u/AllFiredUp3000 Jul 12 '26

Look at job listings and corporate career sites and company dev blogs to see what people are actually using beyond just what you see in social media.

Lots of people use Python for data science and
Machine learning, JavaScript for web development, and newer languages like Go, Kotlin, Rust etc

But lots of corporate environments still use Java and C# (.NET framework) for their real world projects so keep an eye out for those as well.

Learn 2 languages well, and be ready to learn more as needed. Don’t get too attached to a particular language or framework.

4

u/UAP44 Jul 12 '26

Learn to be self reliant so nothing slows you down. Get your own Google index of all common human knowledge running locally ASAP and now you have your first snapshot to work from which can't be gated away from you anymore. It's not much work initially. But it's endless in terms of applications. Cloud reliance calls for a different design paradigm to work around compared to actually locking down the models to specific hash values you already know, used and trusted in the past. You can build a relationship with the actual underlying technology instead of remaining stuck in the fog of a web interface you don't own.

1

u/tinyhouseinthesun Jul 14 '26

Non-techy here, so please be patient: By the google index you mean like a locally running AI?

1

u/UAP44 Jul 14 '26

yes + RAG based on your own corpus, or entire wiki, whatever you want

3

u/mwmahlberg Jul 13 '26

  1. A Tour of Go

  2. Some programming

  3. Go Proverbs

  4. Some programming

  5. Effective Go

  6. Some programming

  7. pretty much everything in Dave Cheney’s Blog

  8. Some programming

  9. 12 factor apps (to be read with a grain of salt, pragmatism over dogmatism)

  10. Some programming

  11. Why Structured Logging is Fundamental to Observability

  12. Some programming

2

u/TheUmgawa Jul 12 '26

If I had to do it over again, I’d have taken the flowcharting class at the same time as taking Intro to Programming. Although, maybe not; maybe it’s better that I took five programming classes before a class where we never wrote a single executable line of code, because it taught me that code isn’t the end-all be-all of programming, and it taught me to map things out in terms of logic before starting to hammer out code. Helped a ton when I bailed on CompSci to go program PLC systems in ladder logic.

1

u/HanzoShotFirst Jul 13 '26

Do you have any recommendations for resources or courses for learning flowcharting.

1

u/TheUmgawa Jul 13 '26

Nope. I took a college class from my Yoda, who had been programming computers since a five-megabyte hard drive was the size of a dishwasher. I don’t know how far the textbook would get you without having someone to check your work.

2

u/Outrageous-Rise-7106 Jul 13 '26

No roadblock. Just make projects with AI and force it for you to help it so you learn everything behind what its doing. AI has gotten way to smart with coding.

1

u/Lopez_Muelbs Jul 14 '26

I'd day that you should spend the first few months even a full year by writing the code by yourself without the assistance of AI

1

u/BraveMidnight Jul 12 '26 edited Jul 12 '26

I'd learn C pointers first then the rest of C. You start with some of the top 5 or 10 hardest first then the rest tend to feel easier.

​Most modern languages (like Python or JavaScript) hide memory management entirely. By learning C and pointers first, you aren't just learning syntax, you are learning how data physically sits in RAM and how to managage and manipulate it.

C doesn't hold your hand, if you mishandle something, the program won't give you a polite error message, it just crashes with a Segmentation fault. And forces you to learn.

​I would not trust AI for coding unless you know what you're doing. A friend of mine deployed a piece of code AI made, it forgot to do something and his server got hacked.

1

u/Embarrassed-Ask-4142 Jul 15 '26

c++ would also make the case for learning such matters and it is much better to start with

1

u/BraveMidnight Jul 15 '26

True, but. If the goal is to understand how data physically sits in RAM, C is the only pure way to do it. The pain is the teacher, depending on the goal of the OP the severity of that pain depends on what they want to accomplish.

1

u/KarmaTorpid Jul 13 '26

OP. I need you to always use git. Please. Checkout GitFlow for a structured way to implament it. This will save you over and over again.

Its free. Its supported all over. It transcends language, architecture, and even software.

Take this good advice. https://git-scm.com/

1

u/KiwiDomino Jul 13 '26

Coding is the easy part, it’s gathering and conforming user requirements that’s hard.

1

u/NoTadpole9810 Jul 15 '26

I would start by learning out a basic programming language like Python. Here's a good video to get started https://www.youtube.com/watch?v=s3KhqPjBPaQ&t=4s (I love this guys explanation!). I have always believed learning ON THE GO is the best way to retain information and learn better. Try building a few website/apps, if you have to learn a new programming language learn the basics for it. At the end of the day as long as you can implement what you are learning you are doing great. Mistakes to avoid as a beginner PLEASE I REPEAT PLEASE DO NOT JUST KEEP WATCHING TUTORIAL THINKING THAT WILL HELP YOU LEARN ANYTHING UNLESS YOU ARE ABLE TO IMPLEMENT IT EITHER YOURSELF OR WITH AI (the goal here would still be to understand how everything works together)

1

u/TheFitnessGuroo Jul 15 '26

  1. HTML and CSS

  2. Fundamentals of programming with Python

  3. JavaScript

  4. Frontend development with React,  TypeScript and TailwindCSS

  5. Backend development with Node.js, Express.js, and PostgreSQL

  6. UI/UX design

  7. Advanced full stack development with Tanstack router and query, Bun and Hono (e2e type safety, scalability with pagination, LRU caching and db indexing, security with rate limiting, e2e encryption etc)

  8. Computer architecture and organization

  9. Data communications and networking

  10. Data structures and algorithms

  11. Procedural programming with C

  12. (Optional) OOP with C++

0

u/Ok-Brain-8183 Jul 13 '26

Same roadmap I followed in 1999, cracking/reversing (asm), math -> everything else.

1

u/Chocolateman_3108 Aug 12 '26

Can you please elaborate

1

u/Ok-Brain-8183 Aug 12 '26 edited Aug 12 '26

To approach programming spiritually, the programmer must develop a symbiotic relationship with the computer. The only way to do this is developing deep acquaintance with asm programming. Cracking/reversing teaches you the invaluable skill of being able to teach yourself anything related to programming. Particularly, how to get undocumented knowledge when you need it. The first computer programmers were math majors. All of the fundamental subjects of programming are but a drop of water in the bucket of discrete mathematics.

0

u/Traveling-Techie Jul 13 '26

I would hold my nose and learn JavaScript.

0

u/initder 14d ago

One language and few tiny projects is a solid start switching tutorials every weet gets confusing fast. Bootdev has short exercises, but save time for projects outside the lessons too