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Lynda - Programming Foundations - Data Structures [AhLaN]
TORRENT SUMMARY
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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
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
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
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