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Results for: Keywords Machine learning Remove constraint Keywords: Machine learning Resource Type Video Remove constraint Resource Type: Video Year 2019 Remove constraint Year: 2019

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  • Video 
    Crash Course Artificial Intelligence

    Crash Course Artificial Intelligence

    In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning! This course is based on a university-level curriculum. By the end of the course, you will be able to: * Define, differentiate, and provide examples of Artificial Intelligence and three types of Machine Learning: supervised, unsupervised, and reinforcement * Understand how different AI and ML approaches can be combined to create compelling applications such as natural language processing, robotics, recommender systems, and web search * Implement several types of AI to classify images, generate text from examples, play video games, and recommend content based on past preferences * Understand the causes of algorithmic bias and audit datasets for several of these causes

    Subjects:
    Computing
    Keywords:
    Human-Computer Interaction Machine learning Artificial intelligence
    Resource Type:
    Video
     
  • Video 
    Gradient Descent, Step-by-Step

    Gradient Descent, Step-by-Step

    Gradient Descent is the workhorse behind most of Machine Learning. When you fit a machine learning method to a training dataset, you're probably using Gradient Descent. It can optimize parameters in a wide variety of settings. Since it's so fundamental to Machine Learning, I decided to make a "step-by-step" video that shows you exactly how it works.

    Course related:
    COMP4434 Big Data Analytics
    Subjects:
    Computing
    Keywords:
    Machine learning Computer algorithms
    Resource Type:
    Video