Python For Algorithms And Data Structures

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Free Download Python For Algorithms And Data Structures : Unlocking The Power Of Python For Data Organization And Efficient Algorithm Design In Programming Challenges... by Declan Ashford
English | September 17, 2024 | ISBN: N/A | ASIN: B0DHCZ6WZR | 478 pages | EPUB | 3.03 Mb
Are you ready to master the core concepts that drive efficient programming and solve complex problems with ease?

Python for Algorithms and Data Structures: Unlocking the Power of Python for Data Organization and Efficient Algorithm Design in Programming Challenges and Real-World Applicationsis your comprehensive guide to mastering algorithms and data structures with Python.
Whether you're preparing for coding interviews, optimizing your programming skills, or tackling real-world problems, this book will equip you with the essential knowledge to build faster, more efficient programs.
Why this book is essential for every programmer:
* Master Algorithm Design: Learn how to design efficient algorithms that solve problems quickly and effectively, from searching and sorting to dynamic programming and graph algorithms. Understand the logic behind the algorithms that power today's technology.
* Data Structures for Optimal Performance: Discover how to organize and manipulate data with essential data structures like lists, stacks, queues, hash tables, trees, and graphs. Optimize how your programs store and retrieve data for better performance.
* Tackle Real-World Problems: Apply your knowledge to real-world scenarios, from financial analysis and machine learning to software development. See how algorithms and data structures are used in practice to solve complex challenges.
* Prepare for Programming Interviews: Gain confidence in your problem-solving skills with coding exercises and examples tailored for interview success. Understand the most commonly tested algorithms and data structures in technical interviews.
* Hands-On Python Implementation: Build your proficiency with Python by implementing algorithms and data structures step-by-step. Learn how to write clean, efficient code while exploring Python's built-in tools and libraries for problem-solving.
* Boost Programming Efficiency: Learn how to identify bottlenecks and optimize your programs for speed and memory usage. Understand time complexity (Big O notation) and how to write code that performs well at scale.
By the end of Python for Algorithms and Data Structures, you'll have the skills to approach any programming challenge with confidence, design efficient algorithms, and organize data effectively to solve complex problems.

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4.3 GB | 00:06:17 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

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01 course-introduction-data-structures-and-algorithms.mp4 (106.62 MB)
05 arrays-in-java.mp4 (48.69 MB)
06 operations-on-an-array.mp4 (55.29 MB)
08 arrays-in-the-real-world.mp4 (69.17 MB)
09 an-amazon-software-engineer.mp4 (32.93 MB)
01 collections-and-generics-in-java.mp4 (110.46 MB)
02 introduction-to-arraylists.mp4 (65.97 MB)
03 operations-on-arraylists.mp4 (79.14 MB)
05 arraylists-in-action.mp4 (62.84 MB)
06 arraylists-vs-arrays.mp4 (82.44 MB)
01 understanding-linked-lists.mp4 (64.31 MB)
02 singly-linked-list.mp4 (73.17 MB)
05 doubly-linked-list.mp4 (61.19 MB)
08 comparing-linked-list-types.mp4 (93.09 MB)
09 operations-on-linkedlists.mp4 (41.62 MB)
10 tasks-and-time-arrays-and-lists.mp4 (81.44 MB)
01 practical-application-of-stacks.mp4 (87.88 MB)
02 introduction-to-stacks.mp4 (77.32 MB)
04 tasks-and-time-stacks-with-arrays-and-lists.mp4 (83.29 MB)
05 introducing-queues-practical-applications.mp4 (110.01 MB)
06 exploring-queues.mp4 (91.65 MB)
01 introduction-to-hashmap.mp4 (69.3 MB)
02 hashmap-basic-operations.mp4 (48.52 MB)
04 hashmap-performance-and-use-cases.mp4 (114.64 MB)
05 linkedhashmap.mp4 (42.58 MB)
06 linkedhashmap-basic-operations.mp4 (55.92 MB)
08 linkedhashmap-access-order.mp4 (72.38 MB)
09 treemap.mp4 (69.34 MB)
11 navigating-a-treemap.mp4 (63.41 MB)
12 treemap-performance-and-use-cases.mp4 (80.32 MB)
01 introduction-to-searching-algorithms.mp4 (78 MB)
02 linear-search-overview.mp4 (80.78 MB)
04 linear-search-time-complexity.mp4 (50.66 MB)
05 binary-search-overview.mp4 (76.68 MB)
07 binary-search-time-complexity.mp4 (55.6 MB)
08 comparing-linear-and-binary-search.mp4 (44.94 MB)
01 introduction-to-sorting-algorithms.mp4 (107.34 MB)
02 bubble-sort-overview.mp4 (42.31 MB)
04 insertion-sort-overview.mp4 (54.43 MB)
06 selection-sort-overview.mp4 (38.4 MB)
08 comparing-bubble-insertion-and-selection-sort.mp4 (100.63 MB)
01 introduction-to-advanced-sorting-algorithms.mp4 (54.07 MB)
02 merge-sort-overview.mp4 (70.58 MB)
04 merge-sort-time-complexity.mp4 (84.01 MB)
05 quick-sort-overview.mp4 (46.8 MB)
07 quick-sort-time-complexity.mp4 (53.91 MB)
08 comparing-merge-sort-and-quick-sort.mp4 (82.78 MB)
09 module-summary-searching-and-sorting-algorithms.mp4 (87.24 MB)
01 types-of-testing.mp4 (62.39 MB)
02 manual-and-automated-testing.mp4 (79.59 MB)
03 test-cases.mp4 (92.35 MB)
05 automated-tools.mp4 (59.95 MB)
07 integrating-git.mp4 (45.37 MB)
01 introduction-to-junit.mp4 (53.91 MB)
03 writing-junit-tests.mp4 (36.55 MB)
04 annotations-in-junit.mp4 (47.58 MB)
05 test-suites.mp4 (46.82 MB)
01 introduction-to-tdd.mp4 (91.99 MB)
02 red-green-refactor-cycle.mp4 (54.24 MB)
03 automation-in-tdd.mp4 (98.4 MB)
04 module-summary-tdd.mp4 (97.07 MB)
01 course-recap-programming-with-java.mp4 (61.77 MB)
01 congratulations.mp4 (41.26 MB)
02 software-development-at-amazon.mp4 (53.28 MB)
03 an-internship-at-amazon.mp4 (47.92 MB)

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