Data science is increasingly becoming an integral part of our daily lives from recommender systems to speech recognition, generation and self driving cars. This course offers a gentle technical introduction to data science using Python and discusses the most popular entry level machine learning algorithms for different problem spaces. By the end of the course students will have a fundamental understanding of what it means for a machine to “learn” and how different data problems can be investigated, modeled, and solved.
Course Curriculum
What is Data Science and Machine Learning?
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What is Data Science and Machine Learning?
16:54 -
What is Data Science and Machine Learning? Readings
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What is Data Science and Machine Learning?
What Does it Mean for a Machine to “Learn”?
Basic Supervised Learning
Basic Unsupervised Learning
Data is Everything
GPU & Distributed Computing
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Description
Data science is increasingly becoming an integral part of our daily lives from recommender systems to speech recognition, generation and self driving cars. This course offers a gentle technical introduction to data science using Python and discusses the most popular entry level machine learning algorithms for different problem spaces. By the end of the course students will have a fundamental understanding of what it means for a machine to “learn” and how different data problems can be investigated, modeled, and solved.