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Online Course

Introduction to Computational Thinking and Data Science

Massachusetts Institute of Technology via edX

Found in Data Science Courses

Provider edX
Cost Free Online Course (Audit)
Session Upcoming
Language English
Certificate $75 Certificate Available
Effort 14-16 hours a week
Start Date
Duration 9 weeks long
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Overview

6.00.2x will teach you how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem solving . This course is aimed at students with some prior programming experience in Python and a rudimentary knowledge of computational complexity. You will spend a considerable amount of time writing programs to implement the concepts covered in the course. For example, you will write a program that will simulate a robot vacuum cleaning a room or will model the population dynamics of viruses replicating and drug treatments in a patient's body.

Topics covered include:

Advanced programming in Python 3
Knapsack problem, Graphs and graph optimization
Dynamic programming
Plotting with the pylab package
Random walks
Probability, Distributions
Monte Carlo simulations
Curve fitting
Statistical fallacies

Taught by

Eric Grimson and John Guttag

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Reviews for edX's Introduction to Computational Thinking and Data Science Based on 30 reviews

5 stars 57%
4 stars 37%
3 star 3%
2 star 0%
1 star 3%

Did you take this course? Share your experience with other students.

1

Thong T

by Thong completed this course, spending 10 hours a week on it and found the course difficulty to be hard.

This course is a second course in CS Foundation XSeries. I took this course last year and again I could say this is one of the most intellectually stimulating class ever. The Psets were challenging and well designed to help students get familiar with data science. There are some prerequisites before taking this class which are familiarity with Python and programming concepts and desire to learn by doing.

13 people found
this review helpful

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Dolly Y

by Dolly completed this course, spending 12 hours a week on it and found the course difficulty to be medium.

I love everything about this course.It is the most comprehensive and rigorous beginner cs class online! You will at times struggle with programming assignments but remember,you will emerge with a love for computer science and ability to pick up any new concept.

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Keshav G

by Keshav completed this course.

One of the excellent course that I have completed. All those who are interested in this topic must give this course a try. During the course, you will find it to be interesting and on completion, you will find yourself elevated!

2 people found
this review helpful

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Shiraz S

by Shiraz completed this course, spending 8 hours a week on it and found the course difficulty to be hard.

Really good course however it's quite difficult and there's a heavy focus on statistics and machine learning so not recommended for beginners.

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Frédéric B

by Frédéric completed this course, spending 6 hours a week on it and found the course difficulty to be medium.

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this review helpful

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Anonymous

Anonymous completed this course.

This course is great if you just want to watch the lectures. The work is awful. It's not that its hard, because it's a programming class. It's more the way it's run. The TAs are very unhelpful and often delete comments if they view them as revealing too much, without responding to questions. Do not take this course unless you want to watch the lectures.

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