{"id":36520,"date":"2022-11-20T01:00:02","date_gmt":"2022-11-20T05:00:02","guid":{"rendered":""},"modified":"2022-11-20T01:30:35","modified_gmt":"2022-11-20T05:30:35","slug":"script-coding-algorithms-in-python-ndash-full-course-for-beginners","status":"publish","type":"post","link":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-algorithms-in-python-ndash-full-course-for-beginners\/","title":{"rendered":"[#Script #Coding] Algorithms in Python &ndash; Full Course for Beginners"},"content":{"rendered":"<div align=\"center\" style=\"padding: 2%;\"><iframe loading=\"lazy\" title=\"Algorithms in Python \u2013 Full Course for Beginners\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/fW_OS3LGB9Q?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<blockquote style=\"text-align: left; background-color: #E4E4E4; border: 3px dotted gray; padding:2%;\"><p>\n<a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/p>\n<h3>Algorithms in Python \u2013 Full Course for Beginners<\/h3>\n<p><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/a><\/p>\n<p>By <a href=\"https:\/\/www.youtube.com\/channel\/UC8butISFwT-Wl7EV0hUK0BQ\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><strong>freeCodeCamp.org<\/strong><\/a><br \/>\n<strong>Published<\/strong>: Sep 22, 2022<\/p>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">\u201c<\/span><\/em><br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/i3.ytimg.com\/vi\/fW_OS3LGB9Q\/hqdefault.jpg\" class=\"alignright\" align=\"right\" alt=\"freeCodeCamp.org\" style=\"width: 200px; height: auto;\"\/><\/a> In this Introduction to Algorithms in Python course, you&#8217;ll learn about algorithm basics like recursion and then go all the way to working with concepts like dynamic programming.<\/p>\n<p>The 5 main course segments include simple recursive algorithms, data structures, divide &amp; conquer, greedy algorithms, and dynamic programming.<\/p>\n<p>Joy Brock developed this course in collaboration with realtoughcandy.io. Check out Joy&#8217;s channel: <a href=\"https:\/\/www.youtube.com\/c\/PythonLearningChannel\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/c\/PythonLearn&#8230;<\/a><\/p>\n<p>Sign up for the RealToughCandy newsletter and get a free ebook plus coding challenges, exclusive promo codes and more delivered directly to your inbox. <a href=\"https:\/\/realtoughcandy.com\/newsletter-and-free-ebook\/\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/realtoughcandy.com\/newsletter&#8230;<\/a><\/p>\n<ul><strong>Code Samples<\/strong><\/p>\n<li><a href=\"https:\/\/github.com\/joyb0218\/intro_to_algorithms\/blob\/main\/1_recursive_algorithms\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/joyb0218\/intro_to_&#8230;<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/joyb0218\/intro_to_algorithms\/blob\/main\/2_data_structures\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/joyb0218\/intro_to_&#8230;<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/joyb0218\/intro_to_algorithms\/blob\/main\/3_divide_conquer\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/joyb0218\/intro_to_&#8230;<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/joyb0218\/intro_to_algorithms\/blob\/main\/4_greedy_algorithms\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/joyb0218\/intro_to_&#8230;<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/joyb0218\/intro_to_algorithms\/blob\/main\/5_dynamic_programming\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/joyb0218\/intro_to_&#8230;<\/a><\/li>\n<\/ul>\n<hr \/>\n<ul><strong>Course Contents<\/strong><\/p>\n<li>(0:00:00) Intro &amp; course overview<\/li>\n<li>(0:07:07) Factorials refresher<\/li>\n<li>(0:10:04) CODING CHALLENGE: Factorial program using iteration, recursion<\/li>\n<li>(0:14:57) What is a permutation?<\/li>\n<li>(0:16:34) CODING CHALLENGE: Recursive permutation<\/li>\n<li>(0:20:13) Iterative permutation example<\/li>\n<li>(0:22:17) 8\/N queens problem: theory &amp; explanation<\/li>\n<li>(0:23:57) Real world example of permutations<\/li>\n<li>(0:24:49) Lesson recap<\/li>\n<li>(0:26:11) What are data structures?<\/li>\n<li>(0:27:53) What is a one-dimensional array?<\/li>\n<li>(0:29:01) Search &amp; sort<\/li>\n<li>(0:30:39) CODING CHALLENGE: Linear search<\/li>\n<li>(0:31:00) Binary search<\/li>\n<li>(0:32:06) CODING CHALLENGE: Iterative binary search<\/li>\n<li>(0:33:31) Coding a recursive binary search<\/li>\n<li>(0:34:47) Bubble sort<\/li>\n<li>(0:36:42) CODING CHALLENGE: Bubble sort<\/li>\n<li>(0:38:02) Insertion sort<\/li>\n<li>(0:39:24) CODING CHALLENGE: Insertion sort<\/li>\n<li>(0:40:36) Linked lists<\/li>\n<li>(0:44:01) CODING CHALLENGE: Linked list (traverse, search, add, delete, header, nodes, tail)<\/li>\n<li>(0:52:12) Hash tables<\/li>\n<li>(0:56:27) Lesson recap<\/li>\n<li>(0:57:42) Divide &amp; conquer algorithm paradigm: uses, benefits and more<\/li>\n<li>(1:00:43) Merge sort<\/li>\n<li>(1:02:48) CODING CHALLENGE: An efficient merge sort<\/li>\n<li>(1:05:48) Getting judged mercilessly on LeetCode<\/li>\n<li>(1:06:47) Getting Python to do the work for us with sorted()<\/li>\n<li>(1:07:33) Matrix multiplication<\/li>\n<li>(1:10:06) CODING CHALLENGE: Matrix multiplication<\/li>\n<li>(1:11:20) Strassen algorithm<\/li>\n<li>(1:14:45) CODING CHALLENGE: Strassen algorithm<\/li>\n<li>(1:16:27) Lesson recap<\/li>\n<li>(1:17:21) What is a greedy algorithm?<\/li>\n<li>(1:19:20) Assign mice to holes conceptual overview<\/li>\n<li>(1:21:45) CODING CHALLENGE: Assign mice to holes<\/li>\n<li>(1:23:10) Fractional knapsack<\/li>\n<li>(1:23:36) Understanding the fractional knapsack problem with a (light-hearted) dystopian apocalypse example<\/li>\n<li>(1:25:54) Coding challenge prep<\/li>\n<li>(1:27:13) CODING CHALLENGE: Fractional knapsack<\/li>\n<li>(1:31:49) Egyptians fractions<\/li>\n<li>(1:34:03) CODING CHALLENGE: Egyptian fractions<\/li>\n<li>(1:37:06) Lesson recap<\/li>\n<li>(1:38:15) What is dynamic programming (also called DP)?<\/li>\n<li>(1:41:55) What is the principle of optimality?<\/li>\n<li>(1:42:20) The 3-step process to solving a problem with optimal substructure<\/li>\n<li>(1:43:55) Introduction to \u201cugly numbers\u201d<\/li>\n<li>(1:47:19) CODING CHALLENGE: Ugly numbers<\/li>\n<li>(1:51:41) Traveling salesman problem (TSP)<\/li>\n<li>(1:55:49) CODING CHALLENGE: Traveling salesman problem<\/li>\n<li>(1:59:52) Palindromic matrix paths<\/li>\n<li>(2:03:11) CODING CHALLENGE: Palindromic matrix paths<\/li>\n<li>(2:08:37) Lesson recap<\/li>\n<li>(2:10:03) Course wrap up (and the importance of coding every day)<\/li>\n<\/ul>\n<div style=\"text-align: center; font-weight: bold\">[<a href=\"https:\/\/www.youtube.com\/watch?v=fW_OS3LGB9Q\" target=\"offsite\" rel=\"nofollow noopener noreferrer\">READ MORE<\/a>]<\/p>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">\u201d<\/span><\/em><\/p>\n<\/div>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>In this Introduction to Algorithms in Python course, you&#8217;ll learn about algorithm basics like recursion and then go all the way to working with concepts&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109,380],"tags":[1695,191,1756,2530,1692,2531,190],"class_list":["post-36520","post","type-post","status-publish","format-standard","hentry","category-scripting-and-coding","category-video-tutorials","tag-algorithm","tag-coding","tag-freecodecamp","tag-joy-brock","tag-python","tag-realtoughcandy","tag-scripting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[#Script #Coding] Algorithms in Python &ndash; 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