Design and Analysis of Algorithms Training
Learn Design and Analysis of Algorithms Training to Unleash a Modern Career
Average Rating 4.7 From 965 Students
About Course
Design and analysis of algorithms Training at SM consultant will let you master in designing efficient and correct algorithms using sophisticated data structures for complex computational tasks. This course, part of the Computer Science Essentials for Software Development Professional Certificate program, is an introduction to the design and analysis of algorithms and answers along the way these and many other interesting computational questions. You will learn about algorithms that operate on common data structures, for instance sorting and searching; advanced design and analysis techniques such as dynamic programming and greedy algorithms; advanced graph algorithms such as minimum spanning trees and shortest paths; NP-completeness theory; and approximation algorithms.
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Self Paced Online Learning
The Self Paced format allows you to stream the course content from anywhere across the globe with a good Internet connection. There is no defined schedule, you can watch them at your comfortable time. Get Started.
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Instructor Led Live Training
We deliver Instructor-led online course via your personal computer through an easy-to-use web conferencing tool that allows for real-time interaction between you and the trainer. Get Expert guidance tailored for you.
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Design and Analysis of Algorithms Training Course Content
1. Introduction
- Examples and motivation
- Examples and motivation
- Asymptotic complexity: informal concepts
- Asymptotic complexity: formal notation
- Asymptotic complexity: examples
2. Searching in List: Binary Search
- Sorting: insertion sort
- Sorting: selection sort
- Sorting: merge sort
- Sorting: quicksort
- Sorting: stability and other issues
3. Search Trees: Traversals, Insertions, Deletions
- Search Trees: Balancing
- Greedy : Interval scheduling
- Greedy : Proof strategies
- Greedy : Huffman coding
- Dynamic Programming: weighted interval scheduling
4. Dynamic Programming
- Dynamic Programming: memoization
- Dynamic Programming: edit distance
- Dynamic Programming: longest ascending subsequence
- Dynamic Programming: matrix multiplication
- Dynamic Programming: shortest paths: Bellman Ford
- Dynamic Programming: shortest paths: Floyd Warshall
5. Divide and Conquer
- Divide and conquer: counting inversions
- Divide and conquer: nearest pair of points
- Priority queues, heaps
- Priority queues, heaps
- Dijstra/Prims revisited using heaps
- Search Trees: Introduction
6. Graphs
- Graphs: Motivation
- Graph exploration: BFS
- Graph exploration: DFS
- DFS numbering and applications
- Directed acyclic graphs
7. Shortest Paths
- Shortest paths: unweighted and weighted
- Single source shortest paths: Dijkstra
- Single source shortest paths: Dijkstra
- Minimum cost spanning trees: Prim’s algorithm
- Minimum cost spanning trees: Kruskal’s Algorithm
- Union-Find data structure
8. Intractability
- Intractability: NP completeness
- Intractability: reductions
- Intractability: examples
- Intractability: more examples
- Misc topics
Need Customized Course Content?
We will customize the Design and Analysis of Algorithms Training course content according to your job requirements.
Certification
Once you are successfully through the project, you will be awarded an SM Consultant’s Design and Analysis of Algorithms Training Completion Certificate for the course.
SM Consultant’s certification has industry recognition, and we are the preferred training partner for many organizations.
SM Consultant’s Certificate Holders work at 100s of companies
Frequently Asked Questions About Design and Analysis of Algorithms Training
1. When will I receive my joining instructions for Design and Analysis of Algorithms Training?
Joining instructions for Design and Analysis of Algorithms Training is sent two days prior to the course start date, or immediately if the booking is confirmed within this timeframe.
2. How are you better than the other classes? Past achievements?
As they say, “History speaks for itself”, the past achievements would give you a good picture of our reputation, and would also tell you what extra efforts we put in to achieve it.
3. Do you offer a Design and Analysis of Algorithms Training Demo or Trial class before joining?
We offer 1 demo classes to students. Just make sure that you select the subject and time of the class so that you get an independent assessment of the quality of teaching and you can take an informed decision.
4. What’s the batch size? Will I get personal attention?
An average batch size could be min. 4-5 and max. 8-10 but irrespective of the batch size you will get personal attention and our trainers will help you understand the technology.
5. What if I am not able to attend or miss a session?
If you are unable to attend your session we will help you understand the session by sharing the recording of the live session and still if you need more assistance, we will arrange a backup session for you.
6. Can I access the Design and Analysis of Algorithms Training course material after training?
Yes, you will get the material in pdf format and will have access to the Design and Analysis of Algorithms Training recordings.
Have More Questions?
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