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CS-E3210 - Machine Learning: Basic Principles, 13.09.2017-08.12.2017

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Syllabus

Home-Assignments

  • Home-Assignments

    Home-Assignments

    • Each home assignment consists of several problems (which might be close to actual research questions) which have to be answered in the form of short reports or essays. These reports will be peer graded using www.peergrade.io 

      Note that the reports for the home assignments have to be prepared individually by each student. The peer grading system provides automatic checking for plagiarism. For the handling of plagiarism and other forms of scientific misconduct, please consult this document.https://into.aalto.fi/display/enregulations/Aalto+University+Code+of+Academic+Integrity+and+Handling+Violations+Thereof


    • icon for activity Ex 1 - Introduction URL
    • icon for activity Ex1 - Introduction (Reference Solution) URL
    • icon for activity Ex2 - Regression URL
    • icon for activity Ex2 - Regression (Reference Solution) URL
    • icon for activity Ex3 - Classification URL
    • icon for activity Ex3 - Classification (Reference Solution) URL
    • icon for activity Ex4 - Model Validation and Selection URL
    • icon for activity Ex4 - Model Validation and Selection (Reference Solution) URL
    • icon for activity Ex5 - Clustering URL
    • icon for activity Ex5 - Clustering (Reference Solution) URL
    • icon for activity Ex6 - Feature Learning URL
    • icon for activity Ex6 - Feature Learning (Reference Solution) URL

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◄Exercises

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Data Analysis Project►
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  • CS-E3210 - Machine Learning: Basic Principles, 13.09.2017-08.12.2017
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  • Exercises
  • Home-Assignments
  • Data Analysis Project
  • How to Participate
  • The Team
  • How Did You Like The Lecture?
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  • Schools
    • School of Arts, Design, and Architecture (ARTS)
    • School of Business (BIZ)
    • School of Chemical Engineering (CHEM)
    • –sGuides for students (CHEM)
    • – Instructions for report writing (CHEM)
    • School of Electrical Engineering (ELEC)
    • School of Engineering (ENG)
    • School of Science (SCI)
    • Language Centre
    • Open University
    • Library
    • Aalto university pedagogical training program
    • UNI (exams)
    • Sandbox
  • CORONAVIRUS INFO
    • Koronavirus - tietoa opiskelijalle
    • Coronavirus - information for students
    • Coronavirus - information för studerande
    • Koronaviruksen vaikutus opiskeluun: kysymyksiä ja vastauksia
    • Effects of the coronavirus on studies: questions and answers
    • Coronaviruset och studierna: frågor och svar
    • Corona help for teachers
  • Service Links
    • MyCourses
    • - Instructions for Teachers
    • - Teacher book your online session with a specialist
    • - Digital tools for teaching
    • - Personal data protection instructions for teachers
    • - Instructions for Students
    • - Workspace for thesis supervision
    • WebOodi
    • Into portal for students
    • Courses.aalto.fi
    • Library Services
    • - Resourcesguides
    • - Imagoa / Open science and images
    • IT Services
    • Campus maps
    • - Search spaces and see opening hours
    • Restaurants in Otaniemi
    • ASU Aalto Student Union
    • Aalto Marketplace
  • ALLWELL?
    • Study Skills
    • Support for Studying
    • Starting Point of Wellbeing
    • About AllWell? study well-being questionnaire
  •   ‎(en)‎
    •   ‎(en)‎
    •   ‎(fi)‎
    •   ‎(sv)‎