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    Introduction to Machine Learning and Artificial Intelligence

    BY
    Raspberry Pi Foundation via Futurelearn

    Brochure Enquire
    Mode

    Online

    Duration

    3 Weeks

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based
    Learning efforts 6 Hours Per Week

    Course and certificate fees

    certificate availability

    Yes

    certificate providing authority

    Raspberry Pi Foundation

    The syllabus

    Week 1: Introduction to machine learning

    • Welcome to the course
    • What are AI and machine learning?
    • Using ML for classification

    Week 2: Solving problems using AI

    • What problems can AI solve?
    • Collecting and preparing data for machine learning
    • Potential problems with AI
    • A recap of the week...

    Week 3: How machines learn

    • The machine learning process
    • Supervised learning: Decision trees and nearest neighbour
    • Unsupervised and reinforcement learning
    • End of Week 3

    Week 4: Neural networks and more activities

    • Welcome to Week 4
    • How neural networks work
    • Activities for learning
    • Writing a machine learning resource
    • Further steps

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