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2 Algorithms Preparatory Programs in USA
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Stanford Summer Session
Summer Course: Convex Optimization I
- Stanford, USA
Summer Course
Full time
8 weeks
On-Campus
English
Convex sets, functions, and optimization problems. The basics of convex analysis and theory of convex programming: optimality conditions, duality theory, theorems of alternative, and applications. Least-squares, linear and quadratic programs, semidefinite programming, and geometric programming. Numerical algorithms for smooth and equality-constrained problems; interior-point methods for inequality-constrained problems. Applications to signal processing, communications, control, analog, and digital circuit design, computational geometry, statistics, machine learning, and mechanical engineering.
Stanford Summer Session
Summer Course: Design and Analysis of Algorithms
- Stanford, USA
Summer Course
Full time
8 weeks
On-Campus
English
Worst and average case analysis. Recurrences and asymptotics. Efficient algorithms for sorting, searching, and selection. Data structures: binary search trees, heaps, hash tables. Algorithm design techniques: divide-and-conquer, dynamic programming, greedy algorithms, amortized analysis, and randomization. Algorithms for fundamental graph problems: minimum-cost spanning tree, connected components, topological sort, and shortest paths. Possible additional topics: network flow, and string searching. Prerequisite: 103 or 103B; 109 or STATS 116.
Popular Technology Programs Algorithms degree types
Learn more about Algorithms Preparatory programs in USA
Courses that teach algorithms help students refine their critical thinking skills and create a logical framework for problem-solving. Once students have extensive experience in creating an algorithm, they can apply this standard approach to most areas of technology, making the study valuable even outside of computer sciences.
The USA is home to some of the world's top universities. Students can expect a diverse, innovative, and engaging student experience. The country emphasizes accessibility and quality independent research, allowing students to push the limits of their field should they want to.
American English is extremely dominant in the USA, so classes will likely be in English, with a few exceptions. This means that many schools will ask for proof of English proficiency through the TOEFL iBT test before admitting international students.
Additionally, American landscapes and environments allow students to study where they can feel comfortable. From crowded urban centers to tropical areas, the USA has it all!