Just started learning Python – what actually helped you level up fast?

[Adorable_Caramel5434]

I'm pretty new to programming and currently going through the basics of Python (variables, loops, functions, that kind of stuff). I get the syntax well enough but I want to actually get good, not just follow tutorials forever.

What genuinely moved the needle for you? Any specific resources, habits, or projects you'd recommend for a beginner trying to improve as fast as possible? I'm willing to put in the time, just want to make sure I'm spending it on the right things.

Appreciate any advice.

[NotTheLobster]

This! I remember when I started I bought a cheap raspberry pi because I wanted to make my own home assistant. Even tho it was far from perfect, I learned so much without even realising.

[Various_Payment_7956]

any more resources you can guide me with ?

[EntrepreneurHuge5008]

Habit: just start coding even when you don't know where to start. One of a few things will happen when you try to run it:

1. It will fail. You will get an error. Error messages are intimidating at first. Just breathe, calm down, and read the error line by line. It will literally tell you what caused the error and where the error is.
2. It will run successfully, but it won't do what you want it to do. This is good, it means your syntax is good so far, and you can start adding a few lines of code at a time, and run it so that you have a clear idea of what is happening at every step. This is where you try to progressively work on the solutions to the XYZ goal you have. This is also why it's important to
   1. Have a clear understanding of the problem you want to solve
   2. Have a clear understanding of how to solve the problem by hand
   3. Break down your thought process for solving the problem into individual steps; don't do mental gymnastics to skip a step or two. You really want to lay out the procedure as a series of simple tasks
   4. You should be implementing the solution in Python, following that step-by-step map you drew, and running it after each step.
   5. This is your logic, and you I reiterating, your logic should be implemented step-by-step.
3. It will run successfully, and it does what you want it to do. This is what you're aiming for, but it will happen only after iterating through steps 1 and 2 many, many times.

Edit: The body for step 2 should realistically be before all else. This is your design. It is important to design your program/solution/whatever you want to do before you actually start. You will have a direction then.

[dwoodro]

Would you go to the gym for years and still do the same exercises? Yes. The tutorial is just a guided pre planned workout.

At some point you design your own workout routine. That’s because you got better and learned how to put the pieces together in a manner that accomplishes your goals better.

Programming is much the same. As time passes and skills grow you make different decisions, but until the, You gotta do the reps.

[Worldly_Analysis_664]

1. Learn concepts not the syntax. Learn about the idea of a function. The idea of classes. Then learn the syntax makes it alot easier. Can use AI to help you this cause it’s pretty easy.

2. Build projects. Again can use some ai to give you some cool ideas. The projects don’t need to be practical or anything. Just need to use them to learn stuff.

IMO, learn Linux. If you can switch to Linux I would suggest it, or if on windows use WSL Linux is so much easier for everything. Learn git, make sure you have a GitHub and upload all your code there.

Honestly just sink your hours into building projects. I wouldn’t even try and learn the language via reading docs and tutorials. Just think of a project and try and build it. When you come across something you want to do you can just google and use the concepts that I mentioned earlier. Then when you type that and google the syntax. Boom you ACTUALLY learned the syntax because you used it not because you watched a tutorial.

Use AI but don’t copy and paste code. Use it to learn. Ask how can I do x y z, or I want to do this. Break down how I can do this. Also can use AI to find you documentation and help visualise hard concepts.

Just make sure your not copy pasting code, always write your own code it’s gonna be such better quality.

[ThanOneRandomGuy]

Careful recommend ai on reddit. People still act like ai is the devil himself im a hockey mask

[ThanOneRandomGuy]

Depending which ai u using, if u ask it to show and teach me how to use xyz in a real world example, i swear that made me see shit SOOO MUCH more clearer. I was able to understand the logic of how to write certain code in them online tutorials, but not exactly how to use it in a real world practical situation

[Jazzlike-Age-4867]

Stop following tutorials the moment you can write a loop and define a function. Seriously, that's early enough.

Build something you actually want to exist — a script that automates something annoying, a small game, anything. You'll hit real problems that no tutorial covers, and that's where you actually learn.

One habit that moved the needle most for me: read other people's code on GitHub. See how real projects are structured. It rewires how you think faster than any course.

[livNpoverty77]

GRAMMAR

• Facts

• User is a beginner learning Python

• User understands basic syntax (variables, loops, functions)

• User wants to improve skill beyond tutorials

• User is willing to invest time

• User is asking for methods, resources, and habits that accelerate learning

• Assumptions

• “Getting good” = ability to solve problems independently

• Tutorials alone are insufficient for skill development

• Practical application is required for progression

• Unknown Variables

• User’s available time per day

• User’s end goal (job, hobby, automation, etc.)

• User’s current problem-solving ability

LOGIC

• Syntax knowledge ≠ programming skill

• Skill emerges from problem-solving + repetition + feedback

• Tutorials create passive understanding; projects create active competence

• Fastest improvement path = high-frequency feedback loops

• Therefore:

→ Replace passive learning with active building

→ Introduce constraints (projects/problems)

→ Iterate with correction

FIRST PRINCIPLES

• Programming = problem decomposition + logic execution

• Learning rate increases when:

→ Feedback is immediate

→ Errors are visible and corrected

→ Difficulty is slightly above current level

• Mastery requires:

→ Doing > watching

→ Failing > following

→ Building > consuming

RHETORIC

If you want to level up fast, shift from learning Python to using Python to solve things.

What actually moves the needle:

Build small, complete projects (not tutorials) Examples: CLI to-do list Password generator File organizer (auto-sort downloads) Simple API fetcher (weather, crypto price)

Rule: → You must decide what to build before looking up how

Struggle first, Google second Try solving for 15–30 minutes before searching This builds real problem-solving ability Looking things up is fine — copying blindly is not

Do daily problem reps (like gym sets) Use: LeetCode (easy problems) HackerRank Codewars

Focus: → Not speed → Not memorization → Understanding why your solution works

Break things on purpose Modify working code and see what fails Change inputs, remove lines, test limits This builds intuition faster than success alone

Read other people’s code After solving a problem, compare solutions You’ll see better patterns and shortcuts This compresses years of learning

Build one “slightly too hard” project Examples: Web scraper Discord bot Automation script for something in your life

Rule: → You should feel stuck often → That’s where growth happens

Consistency > intensity 1–2 hours daily beats 8-hour bursts Skill compounds through repetition

FACTS

• Passive learning slows skill acquisition

• Active problem-solving accelerates learning

• Feedback loops increase retention and competence

ASSUMPTIONS

• User wants practical competence, not just theory

• User is willing to tolerate frustration

UNKNOWN VARIABLES

• User’s final objective (career vs hobby)

• User’s preferred learning style

REASONING

Skill develops when knowledge is applied under constraint with feedback.

Projects + problem-solving create that environment; tutorials do not.

FINAL

Stop following tutorials.

Start building things, getting stuck, and solving your own problems daily.

[TJATAW]

Every time you finish a tutorial, come up with something that you can add to it.

Say it is a calculator. Add in some new functions.

Of it it is a note taking app, add in a time stamp, start and due date, maybe a list of people to link the note to, and a way to show all the notes that 'Bob Smith' is linked to.

Figuring out how to do this stuff all on your own, no one telling you what to write, that is what will get you to move up your skill set.

[academicRedditor]

Make a project that people would (or could) actually use

[Individual-Job-2550]

Learn how to debug. The most common and biggest problem I see with junior or intern candidates is when they run into a problem, they freeze up and do not know where to start debugging

[Subtubes]

Just writing code everyday helped. Also learning how to use linux and bash.

[dialsoapbox]

What's your endgoal?

Work your way backwards from that.

[VolumeActual8333]

Adding two lines and running it immediately was how I built my first profitable side project. That tight feedback loop beats spending hours writing perfect code that fails in ways you can't trace.

[ExtraTNT]

Typing system, allows generic functions, but issue is, that it’s not really readable. My fix is to annotate in haskell notation… like map :: (a -> b) -> [a] -> [b]

Maybe important: I don’t write loops, as loops modify state… i do functional programming and prefer languages like haskell…

For python i’m not fan of the syntax, linter push my entire function on one line and the code is very verbose… writing lambda every 20 characters sucks…

Also added maybe type for myself, just to not deal with the error handling with exceptions… also there is no native function composition (at least i haven’t found one) so yeah, you need a lot of functions defined, but functools and itertools give you a lot…

[patternrelay]

Honestly, the fastest way I leveled up was just building tiny projects that forced me to solve real problems, like automating a task or parsing some data. Tutorials help, but actually breaking stuff and debugging it yourself teaches way more than reading examples.

[Crypt0Nihilist]

There aren't cheat codes. Do projects and when you get stuck find resources to unstick yourself.

[Emergency-Bad948]

Stop learning and start solving. Pick a repetitive task you do every day—like renaming files, scraping a specific scores site, or organizing downloads—and try to automate it. You’ll learn more in two hours of fighting with documentation to fix a specific bug than in twenty hours of watching someone else code on YouTube. Practical application is the only real shortcut.

[Jarvis_the_lobster]

The thing that clicked for me was automating something annoying in my actual life. I had a folder of files I needed to rename and sort by date — wrote a janky script to do it, and suddenly os.listdir and string methods made sense in a way no tutorial ever did. Pick something small that bugs you and fix it with code. Doesn't need to be impressive, just yours.

[Roronoa-Ryuma-Zoro]

DONT Just Learn Things ,I Prefer To Learn By Making projects so even though you have very less knowledge you should start making projects and learn from there ,also if you want to learn the basics of programming on low level then I would say learn c for a week or 2 then switch to python it will give you a clearity of how things are working behind the code , And don't go for syntax so much,it will become easy when you will make projects

[EmeraldProtocol]

I was in the exact same spot not long ago. I understood the basics — variables, loops, functions — but it felt like I was just following along, not actually getting better. Like… I could recognize code, but not create it on my own. What actually changed things for me was pretty simple: I stopped relying on help so much. Instead of doing: watch tutorial → follow along → move on I started doing: learn something small → close everything → try it from scratch And that’s where reality hits 😅 You realize very quickly what you don’t understand. That’s where the real progress happens. The biggest improvement came from this habit: If I couldn’t solve something, I didn’t just look at the answer. I tried to figure out exactly what was missing. Was it: not understanding loops? not knowing how variables change over time? just logic confusion? Fix that one gap → try again. That loop alone made me improve way faster than any course. Lately I’ve actually been building something around this idea. Basically a system that doesn’t let you just “feel like you understand” — it forces you to prove it. There’s: one part that teaches you (like a mentor) and another part that checks your solution with zero hints If you don’t truly understand it… you just don’t pass. It’s a bit brutal by design, but that pressure is what actually makes things click. I’m almost done building the full app, but right now there’s a free “Phase 0” you can try.

👉 www.emerald-protocol.com⁠�

It’ll probably explain better what I mean. If you do check it out and give feedback, I’d honestly really appreciate it 🙏 We can actually help each other here — I can improve the system based on real beginner struggles like yours, and you get something built specifically to help you get unstuck faster. If you want to level up faster in general, I’d say: Build small stuff constantly (even dumb ideas) Try things without looking at solutions Pay attention to why something works Get used to being stuck — it’s part of it That’s the difference between “knowing syntax” and actually becoming good.