This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets. These practice exercises will teach you how to implement machine learning algorithms with TensorFlow, open source libraries used by leading tech companies in the machine learning field (e.g., Google, NVIDIA, CocaCola, eBay, Snapchat, Uber and many more).
Introduction to Machine Learning
Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world.
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来自INTRODUCTION TO MACHINE LEARNING的热门评论
Very good introductory course, I highly recommend it to anyone looking to get a flavour of the methods behind the recent advances in AI without going into super-technical details.
The course is a good balance between learning key concepts and doing coding, the coding being optional. The phrasing of quiz questions and answers were sometimes confusing.
I liked the pace and the tensor flow applications. This should be upgraded to TF 2.0 at some point. Also, I would've appreciated some GAN material.
I like this introductory course, very good one to start to learn machine learning. I will definitely continue studying and re-watch the videos.
This was a really great course for understanding the basics of machine learning through a lot of simple but relevant, real world examples.
Excellent introduction in to machine learning and paced ideally to keep the interest throughout the course. Ignites interest to the field.
Great course! Once you delve into it, you will love the professor's lecture style and learn some great insight into deep learning topics.
It was a very new topic for me but the video had lucid explanations to make it understand for a beginner like me. Thank you.
IT WAS NICE LEARNING THIS COURSE AND ALSO GAVE A LOT OF INFORMATION AND A BASIC CONCEPT OF MACHINE LEARNING.
It would be great to have more small practical exercises as it always reinforces the theory explained
Excellent Course materials for start about Machine learning. Excited to progress on this area
Very Good course explaining the theoretical concepts related to deep learning . Thank you
A very fine tuned Course,used as a warm up course for deep learning,highly recommended
this course is much of useful in the feauture .thanks to courseera
Excellent course! Very well organized and explained thoughtfully.
It is very good contetnt and begin in Machin learning