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Algorithms and Data Structures, Short Course

  • Anytime
    Application Deadline
  • 1 month
    Duration
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Overview

The primary goal of this course is to enhance the students’ knowledge and understanding of algorithms and data structures and the associated design and analysis techniques. This course aims at developing the students’ ability to design and implement data structures and algorithms, analyze them for correctness and efficiency, and choose the right data structure/algorithm for a particular job.

Detailed Programme Facts

  • Deadline and start date A student can apply at any time for this programme, there is no deadline.
  • Programme intensity Full-time
    • Full-time duration 1 months
  • Credits
    5 ECTS
  • Languages
    • English
    • Italian
  • Delivery mode
    Online

Programme Structure

Courses include:
  • Lesson n. 1: Introductions and Definitions
  • Lesson n. 2: Complexity Analysis
  • Lesson n. 3: Analysis of recursive programs: recurrences I
  • Lesson n. 4: Analysis of recursive programs: recurrences II
  • Lesson n. 5: Sorting
  • Lesson n. 6: Heapsort and Quicksort
  • Lesson n. 7: Sorting - linear time algorithms
  • Lesson n. 8: Dynamic sets and dictionaries
  • Lesson n. 9: Binary Search Trees
  • Lesson n. 10: Hash Tables I
  • Lesson n. 11: Hash Tables II
  • Lesson n. 12: Algorithmic paradigms: Dynamic programming 
  • Lesson n. 13: Dynamic programming II
  • Lesson n. 14: The greedy paradigm
  • Lesson n. 15: Search-based paradigms: backtracking
  • Lesson n. 16: Graphs I
  • Lesson n. 17: Graphs II
  • Lesson n. 18: Graphs visits
  • Lesson n. 19: Application of Depth-First-Search
  • Lesson n. 20: Minimum Spanning Trees I
  • Lesson n. 21: Minimum Spanning Trees II

Lecturers

Prof. Massimo Poncino - Politecnico di Torino (Torino - Italy)List of video lessons

English Language Requirements

This programme may require students to demonstrate proficiency in English.

General Requirements

  • to have a connection to the Internet. For optimum use an ADSL connection is suggested.
  • to have installed on one's own system one of the principal browsers available, for example: Microsoft Edge 
  • Note: Internet Explorer 11 on Windows 7 is not supported.
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  • to have installed on one's own system the software Adobe Acrobat Reader in order to view materials in pdf format. 

Tuition Fee

  • International

    Free
    Tuition Fee
    Based on the original amount of 0 EUR per year and a duration of 1 months.
  • EU/EEA

    Free
    Tuition Fee
    Based on the original amount of 0 EUR per year and a duration of 1 months.
We've labeled the tuition fee that applies to you because we think you are from and prefer over other currencies.

Funding

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