Machine Learning Tutorial - Implications of Machine Learning Techniques for the Field of Statistics
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Machine Learning refers to the science of getting computers to act and learn without being explicitly programmed. In this Machine Learning tutorial, we discuss how Machine Learning has impacted the field of statistics and how the opportunity for improved prediction (made possible by complex machine learning algorithms) may come at the cost of our ability to draw inferences and describe the explicit relationship between inputs and outputs.
Watch this video to learn:
- What Machine Learning is
- How Machine Learning advancements have improved prediction accuracy and statistical methods
- Why that improved prediction accuracy may come at the cost of inference