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Lynda - Programming Foundations - Algorithms [AhLaN]

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Other > Training

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English

Total Size:

231.89 MB

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3b31e7ed3fa735b5a5eea729dcbc3cb0861e3617

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abidmail

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23-07-2020 15:36

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131

File	Size
0 - Introduction/01 - Algorithms power the world.mp4	4.13 MB
0 - Introduction/02 - What you should know.mp4	3.14 MB
1 - 1. Overview/03 - What are algorithms.mp4	4.27 MB
1 - 1. Overview/04 - Common algorithms in programming.mp4	9.77 MB
1 - 1. Overview/05 - Measuring algorithm performance.mp4	6.26 MB
2 - 2. Common Data Structures/06 - Introduction to data structures.mp4	4.47 MB
2 - 2. Common Data Structures/07 - Arrays.mp4	4.27 MB
2 - 2. Common Data Structures/08 - Linked lists.mp4	5.65 MB
2 - 2. Common Data Structures/09 - Linked lists walkthrough.mp4	18.63 MB
2 - 2. Common Data Structures/10 - Stacks and queues.mp4	5.96 MB
2 - 2. Common Data Structures/11 - Stacks and queues walkthrough.mp4	12.46 MB
2 - 2. Common Data Structures/12 - Hash tables.mp4	18.67 MB
3 - 3. Recursion/13 - Understanding recursion.mp4	8.63 MB
3 - 3. Recursion/14 - Simple recursion example.mp4	6.16 MB
3 - 3. Recursion/15 - Power and factorial.mp4	8.82 MB
4 - 4. Sorting Data/16 - Overview of sorting.mp4	4.75 MB
4 - 4. Sorting Data/17 - The bubble sort.mp4	12.15 MB
4 - 4. Sorting Data/18 - The merge sort.mp4	5.65 MB
4 - 4. Sorting Data/19 - Implement the merge sort.mp4	12.80 MB
4 - 4. Sorting Data/20 - The quicksort.mp4	8.26 MB
4 - 4. Sorting Data/21 - Implement the quicksort.mp4	14.29 MB
5 - 5. Searching Data/22 - Unordered list search.mp4	7.56 MB
5 - 5. Searching Data/23 - Ordered list search.mp4	11.93 MB
5 - 5. Searching Data/24 - Determine if a list is sorted.mp4	7.69 MB
6 - 6. Other Algorithms/25 - Unique filtering with hash table.mp4	7.17 MB
6 - 6. Other Algorithms/26 - Value counting with hash table.mp4	6.24 MB
6 - 6. Other Algorithms/27 - Find max value recursively.mp4	9.14 MB
7 - Conclusion/28 - Next steps.mp4	2.93 MB
AhLaN.txt	175.00 B
Exercise Files/1 Introduction/gcd_finished.py	381.00 B
Exercise Files/1 Introduction/gcd_start.py	233.00 B
Exercise Files/2 Data Structures/Hash Table/hashtable_finished.py	495.00 B
Exercise Files/2 Data Structures/Hash Table/hashtable_start.py	238.00 B
Exercise Files/2 Data Structures/LinkedList/linklist_finished.py	1.89 kB
Exercise Files/2 Data Structures/LinkedList/linklist_start.py	1.50 kB
Exercise Files/2 Data Structures/Queues/queue_finished.py	368.00 B
Exercise Files/2 Data Structures/Queues/queue_start.py	231.00 B
Exercise Files/2 Data Structures/Stacks/stack_finished.py	277.00 B
Exercise Files/2 Data Structures/Stacks/stack_start.py	178.00 B
Exercise Files/3 Recursion/countdown_finished.py	194.00 B
Exercise Files/3 Recursion/countdown_start.py	95.00 B
Exercise Files/3 Recursion/recursion_finished.py	540.00 B
Exercise Files/3 Recursion/recursion_start.py	338.00 B
Exercise Files/4 Sorting/BubbleSort/bubble_finished.py	642.00 B
Exercise Files/4 Sorting/BubbleSort/bubble_start.py	310.00 B
Exercise Files/4 Sorting/MergeSort/mergesort_finished.py	1.17 kB
Exercise Files/4 Sorting/MergeSort/mergesort_start.py	701.00 B
Exercise Files/4 Sorting/Quicksort/quicksort_finished.py	1.46 kB
Exercise Files/4 Sorting/Quicksort/quicksort_start.py	1.09 kB
Exercise Files/5 Searching/issorted_finished.py	481.00 B
Exercise Files/5 Searching/issorted_start.py	266.00 B
Exercise Files/5 Searching/ordered_finished.py	824.00 B
Exercise Files/5 Searching/ordered_start.py	641.00 B
Exercise Files/5 Searching/unordered_finished.py	372.00 B
Exercise Files/5 Searching/unordered_start.py	269.00 B
Exercise Files/6 Other Algorithms/Filter_finished.py	517.00 B
Exercise Files/6 Other Algorithms/Filter_start.py	439.00 B
Exercise Files/6 Other Algorithms/findmax_finished.py	621.00 B
Exercise Files/6 Other Algorithms/findmax_start.py	443.00 B
Exercise Files/6 Other Algorithms/ValueCounter_finished.py	545.00 B
Exercise Files/6 Other Algorithms/ValueCounter_start.py	443.00 B
Seed Me!!.png	42.05 kB

Description

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Lynda - Programming Foundations - Algorithms [AhLaN]

SUPPLiER.....................................: WWW RELEASE DATE......: 23/07/20
Uploader.....................................: abidmail Collector.........: abidmail

... RELEASE iNFORMATiON ...

GENERAL INFO
Instructor : Joe Marini
Duration : 1h 45m
Released : 11/8/2018

... About This Course ...

Algorithms are the universal building blocks of programming. They power the software you use every day, whether it's a spreadsheet, a social network, or a driving assistant. Algorithms offer a way to think about programming challenges in plain English, before they are translated into a specific language like C# or JavaScript. In this course, author and developer Joe Marini explains some of the most popular and useful algorithms for searching and sorting information, working with techniques like recursion, and understanding common data structures. He also discusses the performance implications of different algorithms and how to evaluate the performance of a given algorithm. Each algorithm is shown in practice in Python, but the lessons can be applied to any programming language.

Topics include:
Measuring algorithm performance
Working with data structures such as arrays, stacks, and queues