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Lynda - Programming Foundations - Data Structures [AhLaN]

Lynda - Programming Foundations - Data Structures [AhLaN]

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Description
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                               Proudly Presents

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Lynda - Programming Foundations - Data Structures [AhLaN]

     









SUPPLiER.....................................: WWW                                        RELEASE DATE......: 23/07/20

Uploader.....................................: abidmail                                   Collector.........: abidmail











                  ... RELEASE iNFORMATiON ...





GENERAL INFO

Instructor                                         : Kathryn Hodge

Duration                                           : 2h 20m

Released                                           : 2/13/2019







                  ... About This Course ...





Once you get past simple programs with one or two variables, you'll use data structures to store the values in your applications. Data structures are like containers—there's one for every kind of data. While structures like arrays and queues are sometimes taken for granted, a deeper understanding is vital for any programmer who wants to know what's going on "under the hood" and understand how the choices they've made impact the performance and efficiency of their applications. In this course, Kathryn Hodge provides an in-depth overview of the most essential data structures for modern programming. Starting with simple ways of grouping data, like arrays and structs, Kathryn gradually introduces more complex data structures, such as linked lists, stacks and queues, hash tables, and trees and graphs. Each lesson is accompanied by a real-world, practical example that shows the data structures in action. When you're finished with the course, you'll have a clear understanding of data structures and understand how to use them—in whatever language you're programming in: C#, Swift, JavaScript, Java, Python, and more.



Topics include:

Data types: Booleans, numbers, strings, and more

Multidimensional arrays

Jagged arrays

Search and sort arrays

Linked lists

Stacks and queues

Hash functions and hash tables

Trees and graphs






File list
  • Lynda - Programming Foundations - Data Structures [AhLaN]
  • 1 - Introduction/01 - Understand data structures.mp4 27.2 MB
  • 1 - Introduction/02 - What you should know.mp4 3.9 MB
  • 2 - 1. Introduction to Data Structures/03 - Introduction to data and data types.mp4 6.4 MB
  • 2 - 1. Introduction to Data Structures/04 - Numerical data types.mp4 13 MB
  • 2 - 1. Introduction to Data Structures/05 - Booleans and characters.mp4 7.2 MB
  • 2 - 1. Introduction to Data Structures/06 - Primitive types in memory.mp4 10.8 MB
  • 2 - 1. Introduction to Data Structures/07 - Introduction to data structures.mp4 16.9 MB
  • 2 - 1. Introduction to Data Structures/08 - Strings.mp4 6.8 MB
  • 2 - 1. Introduction to Data Structures/09 - Primitive vs. reference types in memory.mp4 15.3 MB
  • 3 - 2. Arrays/10 - What are arrays.mp4 11.8 MB
  • 3 - 2. Arrays/11 - Use arrays in Swift.mp4 15.6 MB
  • 3 - 2. Arrays/12 - Multidimensional arrays.mp4 7.7 MB
  • 3 - 2. Arrays/13 - Multidimensional arrays in JavaScript.mp4 9.1 MB
  • 3 - 2. Arrays/14 - Jagged arrays.mp4 3.8 MB
  • 3 - 2. Arrays/15 - Jagged arrays in C#.mp4 7.9 MB
  • 3 - 2. Arrays/16 - Resizable arrays and language support.mp4 15.9 MB
  • 3 - 2. Arrays/17 - Search arrays.mp4 15.5 MB
  • 3 - 2. Arrays/18 - Sort arrays.mp4 10.9 MB
  • 3 - 2. Arrays/19 - Big O notation.mp4 15.5 MB
  • 4 - 3. Lists/20 - What are linked lists.mp4 10.8 MB
  • 4 - 3. Lists/21 - Operations on linked lists.mp4 6.1 MB
  • 4 - 3. Lists/22 - Build a linked list in Java.mp4 10.3 MB
  • 4 - 3. Lists/23 - Use linked lists in Java.mp4 14.6 MB
  • 4 - 3. Lists/24 - Singly vs. doubly linked lists.mp4 3.4 MB
  • 4 - 3. Lists/25 - Lists in other languages.mp4 10.3 MB
  • 4 - 3. Lists/26 - Pros and cons of lists.mp4 9.4 MB
  • 5 - 4. Stacks and Queues/27 - What are stacks.mp4 5.1 MB
  • 5 - 4. Stacks and Queues/28 - Implement stacks in Swift.mp4 15.2 MB
  • 5 - 4. Stacks and Queues/29 - Use stacks in Swift for LIFO.mp4 6.1 MB
  • 5 - 4. Stacks and Queues/30 - Error tracing with stacks.mp4 12 MB
  • 5 - 4. Stacks and Queues/31 - What are queues.mp4 5.3 MB
  • 5 - 4. Stacks and Queues/32 - Implement queues in Swift.mp4 10.9 MB
  • 5 - 4. Stacks and Queues/33 - Use queues in Swift for FIFO.mp4 6.1 MB
  • 5 - 4. Stacks and Queues/34 - Queues in other languages.mp4 8 MB
  • 5 - 4. Stacks and Queues/35 - Specialized queues.mp4 12.6 MB
  • 5 - 4. Stacks and Queues/36 - Pros and cons of stacks and queues.mp4 10.9 MB
  • 6 - 5. Hash-Based Data Structures/37 - What are associative arrays.mp4 9.8 MB
  • 6 - 5. Hash-Based Data Structures/38 - Understanding hash functions.mp4 20.9 MB
  • 6 - 5. Hash-Based Data Structures/39 - Understanding hash tables.mp4 12 MB
  • 6 - 5. Hash-Based Data Structures/40 - Using dictionaries in Python.mp4 4.7 MB
  • 6 - 5. Hash-Based Data Structures/41 - Language support for hashing.mp4 8.7 MB
  • 6 - 5. Hash-Based Data Structures/42 - Language support for hash tables.mp4 8 MB
  • 6 - 5. Hash-Based Data Structures/43 - Pros and cons of hash-based structures.mp4 7.4 MB
  • 7 - 6. Trees and Graphs/44 - What are sets.mp4 13.1 MB
  • 7 - 6. Trees and Graphs/45 - Sets in Python 3.mp4 7.5 MB
  • 7 - 6. Trees and Graphs/46 - Introduction to tree data structures.mp4 9.8 MB
  • 7 - 6. Trees and Graphs/47 - Understand binary search trees.mp4 16.7 MB
  • 7 - 6. Trees and Graphs/48 - Understand heaps.mp4 11.8 MB
  • 7 - 6. Trees and Graphs/49 - Pros and cons of tree data structures.mp4 6.2 MB
  • 8 - Conclusion/50 - Wrap-up.mp4 3.2 MB
  • AhLaN.txt 175 B
  • Exercise Files/02_02/02_02_swiftarrays.swift 399 B
  • Exercise Files/02_04/02_04_javascriptmultiarrays.js 450 B
  • Exercise Files/02_06/02_06_jaggedarrays.cs 433 B
  • Exercise Files/03_03/03_03_javaLinkedList.java 742 B
  • Exercise Files/03_04/03_04_linkedListJavaClass.java 981 B
  • Exercise Files/04_02/04_02_implementstacksswift.swift 572 B
  • Exercise Files/04_03/04_03_swiftLIFO.swift 855 B
  • Exercise Files/04_04/04_04_ErrorTracing.java 164 B
  • Exercise Files/04_06/04_06_queueImplement.swift 598 B
  • Exercise Files/04_07/04_07_queueFIFO.swift 786 B
  • Exercise Files/05_04/05_04_dictionaries.py 168 B
  • Exercise Files/06_02/06_02_pythonsets.py 257 B
  • Seed Me!!.png 42 KB

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