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Data Science Foundations

This path starts with probability fundamentals and builds up to using data in predictions, experimentation, and neural networks.

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Data Science Foundations

  • Introduction to Probability

    Probability is the business of decision making in the face of uncertainty, whether it's forecasting the future or inferring the…

  • Applied Probability

    How can we accurately model the unpredictable world around us? How can we reason precisely about randomness? This course will guide…

  • Statistics Fundamentals

    Statistics starts from data and then asks what was used to generate it. Learning the building blocks — median, mode, range,…

  • Introduction to Neural Networks

    Artificial neural networks learn by detecting patterns in huge amounts of information. Much like your own brain, artificial neural…