Introduction to Computational Thinking and Data Science - Massachusetts Institute of Technology

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Online

Kostenlos

Wichtige informationen

  • Kurs
  • Online
  • Dauer:
    10 Weeks
  • Wann:
    Freie Auswahl
Beschreibung

6.00.2x is an introduction to using computation to understand real-world phenomena. With an apprenticeship you earn while you learn, you gain recognized qualifications, job specific skills and knowledge and this helps you stand out in the job market.With this course you earn while you learn, you gain recognized qualifications, job specific skills and knowledge and this helps you stand out in the job market.

Wichtige informationen

Voraussetzungen: 6.00.1x or equivalent (some prior programming experience in Python and a rudimentary knowledge of computational complexity)

Veranstaltungsort(e)

Wo und wann

Beginn Lage
Freie Auswahl
Online

Was lernen Sie in diesem Kurs?

Computational
Python
Data science
Computer Science
6.00.2x

Themenkreis

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: Plotting with the pylab package Random walks Probability, Distributions Monte Carlo simulations Curve fitting Knapsack problem, Graphs and graph optimization Machine learning basics, Clustering algorithms Statistical fallacies