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Computational Considering for Downside Fixing

Nguyễn Xuân Khôi1st July 20226th September 2022

About this Course

Computational considering is the method of approaching an issue in a scientific method and creating and expressing an answer such that it may be carried out by a pc. However you don’t must be a pc scientist to suppose like a pc scientist! Actually, we encourage college students from any discipline of examine to take this course. Many quantitative and data-centric issues will be solved utilizing computational considering and an understanding of computational considering gives you a basis for fixing issues which have real-world, social influence.

On this course, you’ll study in regards to the pillars of computational considering, how laptop scientists develop and analyze algorithms, and the way options will be realized on a pc utilizing the Python programming language. By the top of the course, it is possible for you to to develop an algorithm and categorical it to the pc by writing a easy Python program. This course will introduce you to folks from numerous professions who use computational considering to resolve issues. You’ll interact with a singular neighborhood of analytical thinkers and be inspired to think about how one can make a constructive social influence via computational considering.

SKILLS YOU WILL GAIN

  • Easy Algorithm
  • Python Programming
  • Downside Fixing
  • Computation

Syllabus – What you’ll study from this course

Content material Score87%(4,852 rankings)

WEEK

1

3 hours to finish

Pillars of Computational Considering

Computational considering is an method to fixing issues utilizing ideas and concepts from laptop science, and expressing options to these issues in order that they are often run on a pc. As computing turns into increasingly more prevalent in all facets of contemporary society — not simply in software program improvement and engineering, however in enterprise, the humanities, and even on a regular basis life — understanding the way to use computational considering to resolve real-world issues is a key ability within the twenty first century.

Computational considering is constructed on 4 pillars: decomposition, sample recognition, knowledge illustration and abstraction, and algorithms. This module introduces you to the 4 pillars of computational considering and exhibits how they are often utilized as a part of the issue fixing course of.

WEEK

2

4 hours to finish

Expressing and Analyzing Algorithms

After we use computational considering to resolve an issue, what we’re actually doing is creating an algorithm: a step-by-step collection of directions. Whether or not it’s a small activity like scheduling conferences, or a big activity like mapping the planet, the flexibility to develop and describe algorithms is essential to the problem-solving course of primarily based on computational considering. This module will introduce you to some frequent algorithms, in addition to some basic approaches to creating algorithms your self. These approaches will likely be helpful once you’re trying not only for any reply to an issue, however one of the best reply. After finishing this module, it is possible for you to to judge an algorithm and analyze how its efficiency is affected by the dimensions of the enter so that you could select one of the best algorithm for the issue you’re attempting to resolve.

WEEK

3

4 hours to finish

Elementary Operations of a Fashionable Laptop

Computational considering is a problem-solving course of by which the final step is expressing the answer in order that it may be executed on a pc. Nonetheless, earlier than we’re capable of write a program to implement an algorithm, we should perceive what the pc is able to doing — specifically, the way it executes directions and the way it makes use of knowledge. This module describes the internal workings of a contemporary laptop and its basic operations. Then it introduces you to a means of expressing algorithms often called pseudocode, which is able to provide help to implement your resolution utilizing a programming language.

WEEK

4

7 hours to finish

Utilized Computational Considering Utilizing Python

Writing a program is the final step of the computational considering course of. It’s the act of expressing an algorithm utilizing a syntax that the pc can perceive. This module introduces you to the Python programming language and its core options. Even you probably have by no means written a program earlier than — or by no means even thought-about it — after finishing this module, it is possible for you to to put in writing easy Python packages that permit you to categorical your algorithms to a pc as a part of a problem-solving course of primarily based on computational considering.

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Nguyễn Xuân Khôi

Nguyễn Xuân Khôi

facebook.com/xuankhoi.nguyen27 0363180999
khoi.nguyen@dongthinh.co.uk

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