[{"data":1,"prerenderedAt":85},["ShallowReactive",2],{"technologies":3,"blog:data-structures-and-algorithms-in-python:":7},[4],{"slug":5,"label":6},"php","PHP",{"id":8,"source":9,"title":10,"slug":11,"url":12,"excerpt":13,"image":14,"author":15,"date":16,"date_formatted":17,"categories":18,"tags":22,"content":36,"seo":37,"related":38},33068,"wordpress","Data Structures and Algorithms In Python - A complete Guide ","data-structures-and-algorithms-in-python","\u002Fdata-structures-and-algorithms-in-python","Data structures and Algorithms: In Python, data structures and algorithms are two of the most basic notions in computer science. For any programmer, they are es...","https:\u002F\u002Fyugasa.com\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FData-Structures-Algorithms-In-Python-A-complete-Guide.jpg","Subrahmanyeswari","2022-05-17T08:59:27+00:00","May 17, 2022",[19],{"name":20,"slug":21},"Web","web",[23,26,29,32,34],{"name":24,"slug":25},"Best Web Developer in India","best-web-developer-in-india",{"name":27,"slug":28},"python app development","python-app-development",{"name":30,"slug":31},"data structures","data-structures",{"name":33,"slug":33},"algorithms",{"name":35,"slug":35},"python","\u003Cspan data-preserver-spaces=\"true\">Data structures and Algorithms: In Python, data structures and algorithms are two of the most basic notions in computer science. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">For any programmer, they are essential tools. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">In Python, data structures are used to organize and store data in memory while a programme is processing it. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">\u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fmobile-apps\u002Fpython-app-development-opens-up\u002F\">Python\u003C\u002Fa>\u003C\u002Fspan> algorithms, on the other hand, are a thorough set of instructions that aid in the processing of data for a certain purpose. \u003C\u002Fspan>\r\n\r\n\u003Cimg src=\"https:\u002F\u002Ftest.yugasa.org\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FIMG-20220509-WA0040.jpg\" alt=\"data-structures-and-algorithms\" width=\"1100\" height=\"500\" \u002F>\r\n\u003Ch2>\u003Cstrong>Data Structures and Algorithms - What are Python data structures? \u003C\u002Fstrong>\u003C\u002Fh2>\r\n\u003Cimg src=\"https:\u002F\u002Ftest.yugasa.org\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FIMG-20220506-WA0030.jpg\" alt=\"what-are-python-data-structures\" width=\"1100\" height=\"500\" \u002F>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Data structures describe the link between data and the many logical operations that can be done on it. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Data structures can be categorized in a variety of ways. One way is to identify them as primitive or non-primitive data types. \u003C\u002Fspan>\r\n\u003Ch3>\u003Cstrong>Primitive Data Structures\u003C\u002Fstrong>\u003C\u002Fh3>\r\n\u003Cimg src=\"https:\u002F\u002Ftest.yugasa.org\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FIMG-20220506-WA0032.jpg\" alt=\"primitive-data-structures\" width=\"1100\" height=\"500\" \u002F>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The most fundamental kind of data representation is primitive data structures. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">They are data in their purest form. \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fbest-companies\u002Fpython-web-development-companies-that-deliver-promising-results-to-enterprises\u002F\">Python's\u003C\u002Fa> \u003C\u002Fspan>four primitive data types are:\u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\"> \u003C\u002Fspan>\u003Cspan data-preserver-spaces=\"true\">● Integer \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Float\u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● String \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Boolean \u003C\u002Fspan>\r\n\u003Ch3>\u003Cstrong>Non-primitive data structures \u003C\u002Fstrong>\u003C\u002Fh3>\r\n\u003Cspan data-preserver-spaces=\"true\">Non-primitive data stores a collection or group of values rather than a single item. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Python includes the following non-primitive data types: \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● List \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Tuples \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Dictionaries \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Sets \u003C\u002Fspan>\r\n\u003Ch2>\u003Cstrong>What are Python algorithms?\u003C\u002Fstrong>\u003C\u002Fh2>\r\n\u003Cimg src=\"https:\u002F\u002Ftest.yugasa.org\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FIMG-20220510-WA0036.jpg\" alt=\"\" width=\"1100\" height=\"500\" \u002F>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Algorithms in \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Fwww.python.org\u002F\">Python\u003C\u002Fa> \u003C\u002Fspan>are a series of instructions that are run to find a solution to a problem. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Algorithms can be implemented in a variety of \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fweb\u002Flanguages-for-blockchain-app-development\u002F\">programming languages\u003C\u002Fa> \u003C\u002Fspan>because they are not language-specific. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Algorithms aren't written by following a set of rules. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">They differ in terms of resources and problems, but they share several code elements, such as flow control (if-else) and loops (do, while, for). \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">We'll go through Tree Traversal, Sorting, Searching, and Graph Algorithms in the sections below. \u003C\u002Fspan>\r\n\u003Ch2>\u003Cstrong>How should an algorithm be written? \u003C\u002Fstrong>\u003C\u002Fh2>\r\n\u003Cspan data-preserver-spaces=\"true\">There is no one-size-fits-all approach to writing an algorithm, just as there is no one-size-fits-all approach to parenting or roasting a turkey. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">However, there are fantastic ways to accomplish all three. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Simply, writing an algorithm has no hard and fast rules. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The next steps in the sequence, on the other hand, are commonly chosen by most programmers. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">When writing an algorithm, you must take the following steps: \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Step-1: Define the problem \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Step-2: Decide where to start \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Step-3: Decide where to stop \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Step-4: Take care of intermediate steps \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">● Step-5: Review and revise\u003C\u002Fspan>\r\n\u003Ch2>\u003Cstrong>Algorithm Analysis \u003C\u002Fstrong>\u003C\u002Fh2>\r\n\u003Cimg src=\"https:\u002F\u002Ftest.yugasa.org\u002Fpublic\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002FIMG-20220506-WA0031.jpg\" alt=\"algorithm-analysis\" width=\"1100\" height=\"500\" \u002F>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Algorithms aid in the simple and innovative solution of problems. Of course, there are several answers to a problem, but not all of them are effective. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">So, how can we know which solution is the most effective for that issue? Measuring the execution time is one method. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">We can put the solution into action by writing a computer program in our preferred \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fblog\u002F\">programming language\u003C\u002Fa>. \u003C\u002Fspan>\u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The amount of data processed determines how long an algorithm takes to execute. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The execution time increases as the size of the data grow. Second, execution times differ based on the hardware used. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The programme execution time varies while using a multi-processor multi-user system. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Finally, the \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fweb\u002Ftop-object-oriented-programming-languages-to-follow-in-2020\u002F\">programming language\u003C\u002Fa> \u003C\u002Fspan>and compiler used to build an algorithm affect its execution time. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">Certain compilers are just better at optimizing than others, and some languages produce more optimized code. \u003C\u002Fspan>\r\n\r\n\u003Cstrong>Conclusion \u003C\u002Fstrong>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">\u003Ca href=\"https:\u002F\u002Ftest.yugasa.org\u002Fweb\u002Ftop-object-oriented-programming-languages-to-follow-in-2020\u002F\">\u003Cspan style=\"color: #3366ff\">Data structures \u003C\u002Fspan>\u003C\u002Fa>all store a set of values, but they are organized and handled differently. \u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">The data structure that is used is determined by the problem at hand. Certain data architectures are more effective than others. '\u003C\u002Fspan>\r\n\r\n\u003Cspan data-preserver-spaces=\"true\">With repetition and familiarity, the procedure becomes second nature.\u003C\u002Fspan>\r\n\r\nRead More: \u003Cspan style=\"color: #3366ff\">\u003Ca style=\"color: #3366ff\" href=\"https:\u002F\u002Ftest.yugasa.org\u002Fnews\u002Fdeepmind-is-developing-one-algorithm-for-all-deep-learning-emulation\u002F\">DEEP MIND IS DEVELOPING ONE ALGORITHM FOR ALL: UNIFYING DEEP LEARNING AND EMULATION\u003C\u002Fa>\u003C\u002Fspan>\r\n\r\n ",{"title":10,"description":13,"image":14},[39,53,63,75],{"id":40,"source":41,"title":42,"slug":43,"url":44,"excerpt":45,"image":46,"author":47,"date":48,"date_formatted":49,"categories":50,"tags":52},76,"laravel","Hiring Full-Time vs Freelance Indian Developers – What’s Better for Your Business?","fulltime-vs-freelance-developers-india","\u002Fblog\u002Ffulltime-vs-freelance-developers-india","Freelance vs full-time Indian developers, choose smarter with Yugasa EOR.","https:\u002F\u002Fadmin.yugasa.com\u002Fuploads\u002Fblog-58b3c805-9f8c-4114-a4ab-cdb54bc6cc4c.jpg","Admin","2025-07-24T00:00:00+00:00","July 24, 2025",[51],{"name":20,"slug":21},[],{"id":54,"source":41,"title":55,"slug":56,"url":57,"excerpt":58,"image":59,"author":47,"date":48,"date_formatted":49,"categories":60,"tags":62},77,"Cost Breakdown: How Much Does It Really Cost to Hire Developers in India via EOR?","cost-hire-developers-eor-india","\u002Fblog\u002Fcost-hire-developers-eor-india","Discover true EOR hiring costs for Indian developers with Yugasa.","https:\u002F\u002Fadmin.yugasa.com\u002Fuploads\u002Fblog-22006628-e90e-445f-96fb-98b2b466158c.jpg",[61],{"name":20,"slug":21},[],{"id":64,"source":41,"title":65,"slug":66,"url":67,"excerpt":68,"image":69,"author":47,"date":70,"date_formatted":71,"categories":72,"tags":74},73,"The Ultimate Guide to EOR Services in India with Yugasa","eor-services-india-guide-yugasa","\u002Fblog\u002Feor-services-india-guide-yugasa","Hire full-time Indian talent legally with Yugasa’s EOR expertise.","https:\u002F\u002Fadmin.yugasa.com\u002Fuploads\u002Fblog-f4f428bc-bf36-445d-9d16-686a0b3233ab.jpg","2025-07-22T00:00:00+00:00","July 22, 2025",[73],{"name":20,"slug":21},[],{"id":76,"source":41,"title":77,"slug":78,"url":79,"excerpt":80,"image":81,"author":47,"date":70,"date_formatted":71,"categories":82,"tags":84},74,"Why US and UK Startups Choose Yugasa for Hiring Indian Developers","why-us-uk-startups-hire-indian-developers","\u002Fblog\u002Fwhy-us-uk-startups-hire-indian-developers","US and UK startups hire top Indian talent with Yugasa.","https:\u002F\u002Fadmin.yugasa.com\u002Fuploads\u002Fblog-e6d1e50c-0641-40a8-b4f3-28805a673ecc.jpg",[83],{"name":20,"slug":21},[],1789543814887]