{ "source_file": "0930", "source_platform": "Medium", "author": "Kurtis Pykes", "title_listed": "Hands-on Tutorial: How To Improve Your Problem-Solving Skills As A Programmer", "keywords": "问题解决,编程", "domain": "数据处理", "content_type": "深度技术解析", "is_paid_flag": "部分免费/会员墙", "url": "https://towardsdatascience.com/hands-on-tutorial-how-to-improve-your-problem-solving-skills-as-a-programmer-83f0a8d1082f/", "publish_date": "2022-04", "corpus_stage": "预训练/SFT", "notes": "", "id": "5a5ec43fbc5c", "collected_at": "2026-10-02T00:05:54", "title": "Hands-on Tutorial: How To Improve Your Problem-Solving Skills As A Programmer | Towards Data Science", "body_markdown": "![Revisit consent button](https://cdn-cookieyes.com/assets/images/revisit.svg)\nWe value your privacy\nWe use cookies to enhance your browsing experience, serve personalised ads or content, and analyse our traffic. 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It also helps in adverstising on the website.\n\n\n * Cookie\nedgebucket\n * Duration\nsession\n * Description\nReddit sets this cookie to save the information about a log-on Reddit user, for the purpose of advertisement recommendations and updating the content.\n\n\n * Cookie\ndid\n * Duration\n1 year\n * Description\nArbor sets this cookie to show targeted ads to site visitors.This cookie expires after 2 months or 1 year.\n\n\nUncategorised\nOther uncategorised cookies are those that are being analysed and have not been classified into a category as yet.\nNo cookies to display.\nReject All Save My Preferences Accept All\nToggle Search[](https://towardsdatascience.com/)Toggle Mobile Navigation\n[](https://towardsdatascience.com/)\nPublish AI, ML & data-science insights to a global community of data professionals.\nSign in[Submit an Article](https://write.insightmediagroup.io)\n[Latest](https://towardsdatascience.com/latest/)[Editor's Picks](https://towardsdatascience.com/tag/editors-pick/)[Newsletter](https://towardsdatascience.com/tag/the-variable/)[ShipAI](https://towardsdatascience.com/shipai/)\n* * *\n[Write For TDS](https://towardsdatascience.com/submissions/)\n[LinkedIn](https://www.linkedin.com/company/towards-data-science/)[X](https://x.com/TDataScience)Toggle Search\n[Programming](https://towardsdatascience.com/category/programming/)\n# Hands-on Tutorial: How To Improve Your Problem-Solving Skills As A Programmer\nThe Technical Part Is The Easiest\n[Kurtis Pykes](https://towardsdatascience.com/author/kurtispykes/)\nApril 12, 202210 min read\n![Photo by Olav Ahrens Røtne on Unsplash](https://assets.insightmediagroup.io/media/wp-content/uploads/2022/04/0Ky7g_puz2QOxAp-t-scaled.jpg)\nPhoto by [Olav Ahrens Røtne](https://unsplash.com/@olav_ahrens?utm_source=medium&utm_medium=referral) on [Unsplash](https://unsplash.com?utm_source=medium&utm_medium=referral)\nProgramming is ultimately problem-solving. We only apply the programming language to express how we've thought about a problem and the approach we're using to solve it.\nThe worst thing you could do is to start chipping away at the problem once it's presented. This is where most newbie programmers get stuck and give up. Think back to school days when you had to do written assessments. Usually, the paper [or invigilator] would tell you how much time you have for planning and how much should be set aside for writing. It's the same thing with programming.\nEvery problem is a coat for a series of smaller problems that have to be tackled. The technical part is always the easiest once you've clearly devised a clear plan of attack for how to solve the problem.\nLearn this step by step with the interactive [Computer Science](https://roadmap.sh/computer-science) roadmap.\n> \"**If I only had an hour to chop down a tree, I would spend the first 45 minutes sharpening my axe.** \"\n> * Abraham Lincoln.\n> \n\nTo demonstrate this we're going to work through a coding problem together. Coding problems are a good way to develop your ability to think through programs. The more exposure you get to different types of problems will significantly improve your ability to problem-solve. Thus, it's important you're constantly putting yourself in situations to tackle new problems - even if it's just for 15–30 minutes a day.\n## Problem statement: The Alphabet Rangoli\n_**Note**_ _: This challenge was taken from_[ _HackerRank_](https://www.hackerrank.com/challenges/alphabet-rangoli/problem?isFullScreen=true) _._\nYou are given an integer, N. Your task is to print an alphabet rangoli of size N. (Rangoli is a form of Indian folk art based on the creation of patterns.)\nDifferent sizes of alphabet rangoli are shown below:\ntext\n\n```\n#size 3\n\n----c----\n--c-b-c--\nc-b-a-b-c\n--c-b-c--\n----c----\n\n#size 5\n\n--------e--------\n------e-d-e------\n----e-d-c-d-e----\n--e-d-c-b-c-d-e--\ne-d-c-b-a-b-c-d-e\n--e-d-c-b-c-d-e--\n----e-d-c-d-e----\n------e-d-e------\n--------e--------\n```\n\nThe center of the rangoli has the first alphabet letter a, and the boundary has the alphabet letter (in alphabetical order).\nThe input to the function is a single line containing _**size**_ , which is the size of the rangoli. Your function should return a string made up of each of the lines of the rangoli separated by a newline character (n).\n## Step 1 - Take time to understand the problem\nThe first step to solving any problem is to understand the problem being solved. This means you're able to articulate the problem fully in your own words.\nDon't get disheartened if you can't, it's part of the process of understanding. When you come across something you can't articulate clearly then it means there's a gap in your understanding. If you want to be able to solve the problem then you need to fill the gap.\nThis means you must ask questions.\nWhen working on a problem alone then you have to ask yourself more questions to flesh out what exactly it is you don't understand - you could also use Google to get a better idea of what exactly it is you're not understanding about the specific part. If you're working with a team or consulting someone then this is your chance to ask them questions to fill the voids in your understanding.\nThe main gist is that you've got to take your time to fully understand the problem you have. Doing this will benefit you in the long run and significantly simplify the problem-solving process.\n### Application:\nGiven our alphabet rangoli problem, the first thing we've got to do is understand what the problem we're trying to solve is. Here's how I've articulated it in my own words.\n_Given an input to dictate the size, we are to create a function that returns an alphabet rangoli which is an art form from Indian folk that is based on the creation of patterns._\nNotice that I clearly described what we expect to go into the function and what is expected to come out. This is because, at a high level, I like to think of problem-solving as taking a certain input and transforming it into a certain output. At the moment, the mapping function is a black box but our next step is to deconstruct what's going on in the black box.\nAnother thing I like to do at this step is to draw my own examples with some custom inputs to better understand what would happen. For example, we know this is an alphabet rangoli and the alphabet is only 26 letters, but what would happen if a size greater than 26 was passed? Fortunately, this question was answered for us in the brief but if it wasn't we'd have to figure out what could happen by asking questions.\n_**Note**_ _: remember Python is slicing doesn't take into account the end number so passing 27 would take the first 26 letters._\nHere is an example of my drawing:\n![An example drawing of a rangoli when size=4; Image By Author](https://assets.insightmediagroup.io/media/wp-content/uploads/2022/04/1Cb6Ry-g3t_sfYk_tygfhZw.png)\n**An example drawing of a rangoli when size=4; Image By Author**\nI'd draw a few of these to better reinforce my understanding.\n## Step 2 - Break the problem down\nEvery problem is made up of a number of small problems. Breaking a larger problem down into smaller problems to be solved makes the greater less daunting to be approached.\nAll that needs to be done when the smaller problems are solved is that they need to be joined together. This would result in the solution of the greater problem if you carefully think through the inputs and output at each step.\nIn essence, what I'm saying is that you should solve the problem on paper or whiteboard before you attempt to solve it with code. Be sure to write out the steps in detail and clearly understand what's happening.\n### Application:\nI solved the rangoli problem on paper first by working through the facts of what I've designed in the example above. When I had clarity about the facts, I organized them into steps as follows:\ntext\n\n```\n# Description of facts for size=4\n- we need to get the first n letters of the alphabet so we need access to the full alphabet\n- the center value for the first line is always the nth value and it's padded with \"-\"; what's the length of the padding? \n- the middle line always has the first letter of the alphabet as the middle value and the boundary is always the nth letter\n --> from L-R: the middle line starts at an and works its way back to a then from a it goes back to N.\n --> all the letters have a \"-\" instead of a space between them\n --> this means the length of all the lines is the length of the middle line; We must know the length of the middle line before we can draw the other lines. \n- split the rangoli into halves that is seperated by the middle line. \n- the top line of the upper starts with n in the middle. the next line has n - 1 in the middle and to the left of it is n and to the right of it is n. the next line has n-2 in the middle with the sequence going n-1 then n to the left, and n-1 then n to the right. The next line has n-3 in the middle with the sequence going n-2, n-1, then n to the left and n-2, n-1, then n to the right. Let's sketch this. \n```\n\n![Sketch of how the upper half of the rangoli is designed; Image by Author](https://assets.insightmediagroup.io/media/wp-content/uploads/2022/04/1CdGw170nZh8KXyRgBKn2nA.png)\n**Sketch of how the upper half of the rangoli is designed; Image by Author**\ntext\n\n```\n- we can seperate the upper half into halves again by drawing a line down the center. This would mean we have a left and a right side\n```\n\n![Separating the sketch of how the upper half of the rangoli is designed into halves; Image by Author](https://assets.insightmediagroup.io/media/wp-content/uploads/2022/04/1OfH5NdloGBqnH7Hrepbr4A.png)\n**Separating the sketch of how the upper half of the rangoli is designed into halves; Image by Author**\ntext\n\n```\n- the left have is going from n to n-i in reverse order and the right side is going from n-i to n\n- the lower half is literaly the same thing as the upper half but its flipped upside down. \n```\n\nNow that I've got the facts I can design the steps.\ntext\n\n```\nThe steps\n1. store the letters in the alphabet\n2. get the first n letters of the alphabet\n3. draw the middle line\n4. get the length of the middle line\n5. draw the left side of the upper half and join it to the right side - join the values together by \"-\" and center n-i and make sure the line is length of middle with the other values made up with \"-\". \n6. flip the upper half upside down to draw the bottom half\n7. put it all together\n```\n\nI've broken down the problem into 7 smaller problems without using any technical terms. The next step is to figure out how you would technically implement each step.\nThis means it's possible to still go deeper into solving this problem because I haven't gone into much detail. For example, I've just written '_draw the middle line._ ' How am I going to draw the middle line? I didn't go this much deeper into this solution since I've solved problems like this before so I have a clear idea of how to draw the middle line (i.e. to draw the middle line you have to join the reverse of the first n letters to the first n letters (not including a) by a \"-\" symbol.\nIf you're unsure how to do certain steps when you've written it out like this then don't be afraid of taking extra time to further break down how each step will be implemented with pseudocode.\n## Step 3 - Execution\nNow you've solved the problem on paper. All you have to do is implement the same solution you've written on paper but translate it into code.\nThis is where your knowledge of your programming language comes into play. Depending on your environment, you can Google ways to do certain things for example, how to reverse a string or how to take the first n letters of a string.\nSince you've already got a structure for how to solve the problem, you don't have to work through the problem from steps 1–7. Start with the easiest steps to get some quick wins under your belt.\nWhen you've got your wins then come back to the parts of the problem you find more challenging. Once you've solved all of these problems then put it together and you've got your solution.\n### Application:\nHere's how I solved smaller parts of the problem:\ntext\n\n```\ndef print_rangoli(n): \n # step 1 - store letters of the alphabet\n alphabet = \"abcdefghijklmnopqrstuvwxyz\"\n\n # step 2 - get the first n letters of the alphabet\n first_n = alphabet[:n]\n\n # step 3 - draw the middle line\n middle = \"-\".join(first_n[::-1] + first_n[1:])\n```\n\ntext\n\n```\n # step 4 - get the length of the middle line\n length_of_middle = len(middle)\n```\n\nTo do `step 5` I broke it down into a smaller problem. I created a program and used my name to get the left side and right side.\ntext\n\n```\nname = \"kurtis\"\nn = len(name)\n```\n\ntext\n\n```\nfor i in range(1, n): \n # left side\n print(name[n:n-i:-1])\n```\n\ntext\n\n```\nprint(\"-\"* 10)\n```\n\ntext\n\n```\nfor i in range(1, n):\n # right side \n print(name[n-i:n])\n```\n\ntext\n\n```\n\"\"\"\ns\nsi\nsit\nsitr\n----------\ns\nis\ntis\nrtis\nurtis\n\"\"\"\n```\n\nNow all I have to do is join the values together by \"-\" and center the middle value (n-i). Ensure the line is the same length as the middle line with the other values made up with \"-\".\ntext\n\n```\nname = \"kurtis\"\nn = len(name)\n```\n\ntext\n\n```\nmiddle = \"-\".join(name[::-1] + name[1:])\n```\n\ntext\n\n```\nfor i in range(1, n): \n # left side\n print(\"-\".join((name[n:n-i:-1] + name[n-i:n]).center(len(middle), \"-\")))\n```\n\ntext\n\n```\n\"\"\"\n----------s----------\n--------s-i-s--------\n------s-i-t-i-s------\n----s-i-t-r-t-i-s----\n--s-i-t-r-u-r-t-i-s--\n\"\"\"\n```\n\nThe next step is to translate this solution into the code for our problem:\ntext\n\n```\ndef print_rangoli(n): \n # step 1 - store letters of the alphabet\n alphabet = \"abcdefghijklmnopqrstuvwxyz\"\n\n # step 2 - get the first n letters of the alphabet\n first_n = alphabet[:n]\n\n # step 3 - draw the middle line\n middle = \"-\".join(first_n[::-1] + first_n[1:])\n\n # step 4 - get the length of the middle line\n length_of_middle = len(middle)\n\n # step 5 - draw upper half\n for i in range(1, n): \n print(\"-\".join((first_n[n:n-i:-1] + first_n[n-i:n]).center(length_of_middle, \"-\")))\n```\n\ntext\n\n```\n # step 6 - rotate the upper half\n for i in range(n, 0, -1): # <-- rotation happens here\n print(\"-\".join((first_n[n:n-i:-1] + first_n[n-i:n]).center(length_of_middle, \"-\")))\n```\n\nStep 7 is to put it all together which means passing a value to it. Let's pass a size of 4 to our function to see if it matches the pattern we drew above.\ntext\n\n```\nprint_rangoli(n=4)\n```\n\ntext\n\n```\n\"\"\"\n------d------\n----d-c-d----\n--d-c-b-c-d--\nd-c-b-a-b-c-d\n--d-c-b-c-d--\n----d-c-d----\n------d------\n\"\"\"\n```\n\nproblem solved.\n## Step 4 - Reflect\nThere are several ways to solve a problem; Nothing says my current solution to the problem is the best way to solve it. This means now is a good time to reflect on how we went about solving the problem and think about ways you could make your solution more efficient.\nOne thing I realized immediately is that I didn't have to write out the whole alphabet manually. I could have simply imported the `string` module and called `ascii_lowercase`.\ntext\n\n```\nimport string \n```\n\ntext\n\n```\nalphabet = string.ascii_lowercase\nprint(alphabet)\n```\n\ntext\n\n```\n\"\"\"\nabcdefghijklmnopqrstuvwxyz\n\"\n```\n\nI'd usually spend this time looking at other people's solutions to see how they achieved the same thing.\n## Wrap up\nProgramming requires you to think. Part of the thinking process is decomposing problems into smaller modules to make them easier to solve. The four steps to solving a problem are:\n 1. Understand the problem\n 2. Break down the problem\n 3. Execute\n 4. Reflect\n\n\n_Thanks for reading._\n**Connect with me:** [LinkedIn](https://www.linkedin.com/in/kurtispykes/) [Twitter](https://twitter.com/KurtisPykes)\nIf you enjoy reading stories like this one and wish to support my writing, consider [becoming a Medium member](https://kurtispykes.medium.com/membership). 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