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Algorithms Design and Analysis Diploma - Edukite
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Algorithms Design and Analysis Diploma ( 8 REVIEWS )
372 STUDENTS
The algorithm is the set of rules that are followed by calculations and processes by computers. Learning how to design …
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FREE
1 YEAR LEVEL 3 - DIPLOMA COURSE BADGE COURSE CERTIFICATE
25
NUMBER OF UNITS NUMBER OF QUIZZES
0
18 HOURS, 19 MINUTES
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The algorithm is the set of rules that are followed by calculations and processes by computers. Learning how to design and analyze algorithms will put you in an advantage for your professional growth and development. This Algorithms Design and Analysis Diploma will introduce you the teaching techniques focusing on the design and analysis of ef cient algorithm with emphasis on the methods of application. You will be provided with information on dynamic programming, complexity, etc. here.
Assessment This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certi cate at a cost of £49. Having an Of cial Edukite Certi cation is a great way to celebrate and share your success. You can: Add the certi cate to your CV or resume and brighten up your career Show it to prove your success https://edukite.org/course/algorithms-design-and-analysis-diploma-2/
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Algorithms Design and Analysis Diploma - Edukite
Course Credit: MIT
COURSE CURRICULUM
Lecture 1: Overview, Interval Scheduling
00:24:00
Lecture 2: Divide & Conquer: Convex Hull, Median Finding
00:21:00
Lecture 3: Divide & Conquer: FFT
00:21:00
Lecture 4: Divide & Conquer: van Emde Boas Trees
00:20:00
Lecture 5: Amortization: Amortized Analysis
00:16:00
Lecture 6: Randomization: Matrix Multiply, Quicksort
00:22:00
Lecture 7: Randomization: Skip Lists
00:21:00
Lecture 8: Randomization: Universal & Perfect Hashing
00:22:00
Lecture 9: Augmentation: Range Trees
00:25:00
Lecture 10: Dynamic Programming: Advanced DP
00:20:00
Lecture 11: Dynamic Programming: All-Pairs Shortest Paths
00:22:00
Lecture 12: Greedy Algorithms: Minimum Spanning Tree
00:22:00
Lecture 13: Incremental Improvement: Max Flow, Min Cut
00:23:00
Lecture 14: Incremental Improvement: Matching
00:23:00
Lecture 15: Linear Programming: LP, reductions, Simplex
01:22:00
Lecture 16: Complexity: P, NP, NP-completeness, Reductions
01:25:00
https://edukite.org/course/algorithms-design-and-analysis-diploma-2/
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Algorithms Design and Analysis Diploma - Edukite
Lecture 17: Complexity: Approximation Algorithms
01:21:00
Lecture 18: Complexity: Fixed-Parameter Algorithms
01:17:00
Lecture 19: Synchronous Distributed Algorithms: Symmetry-Breaking. Shortest-Paths Spanning Trees
01:17:00
Lecture 20: Asynchronous Distributed Algorithms: Shortest-Paths Spanning Tree
01:12:00
Lecture 21: Cryptography: Hash Functions
01:22:00
Lecture 22: Cryptography: Encryption
01:24:00
Lecture 23: Cache-Oblivious Algorithms: Medians & Matrices
01:20:00
Lecture 24: Cache-Oblivious Algorithms: Searching & Sorting
01:17:00
00:00:00
Assessment
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COURSE REVIEWS
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Algorithms Design and Analysis Diploma - Edukite
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