Home » Course Layouts » Free Course Layout Udemy
This course covers concepts of computation used in analysis of engineering systems.
0
English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
It includes the following topics: data structures, relational database representations of engineering data, algorithms for the solution and optimization of engineering system designs (greedy, dynamic programming, branch and bound, graph algorithms, nonlinear optimization), and introduction to complexity analysis. Object-oriented, efficient implementations of algorithms are emphasized.
Course content
-
- Database: Entity-relationship modeling Unlimited
- Database: Normalization, SQL basics Unlimited
- Database: SQL joins, views, subqueries Unlimited
- Database: JDBC Unlimited
-
- Algorithms: Analysis, complexity Unlimited
- Stacks, queues, trees, dictionaries Unlimited
- Graphs Unlimited
- Heaps, sets Unlimited
- Divide-conquer: Binary search, quicksort, selection Unlimited
- Greedy: Knapsack, job sequence Unlimited
- Greedy: Minimum spanning trees Unlimited
- Greedy/dynamic programming: Shortest paths Unlimited
- Branch and bound: Backtrack method, knapsack problem Unlimited
- Branch and bound: General method, facility location Unlimited
- Analytic approximations: Network design Unlimited
- Approximate queuing analysis Unlimited
Instructor
Massachusetts Institute of Technology
5
5
1
1916
1520
