1.0 Introduction to Deep Learning for Business - Deep Learning Products & Services | Coursera

1.0 Introduction to Deep Learning for Business

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Yonsei University

Deep Learning for Business

Yonsei University

4.4 (642 ratings)

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33K Students Enrolled

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Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future, more advanced “self-learning” capable DL (Deep Learning) and ML (Machine Learning) technology will be used in almost every aspect of your business and industry. So now is the right time to learn what DL and ML is and how to use it in advantage of your company. This course has three parts, where the first part focuses on DL and ML technology based future business strategy including details on new state-of-the-art products/services and open source DL software, which are the future enablers. The second part focuses on the core technologies of DL and ML systems, which include NN (Neural Network), CNN (Convolutional NN), and RNN (Recurrent NN) systems. The third part focuses on four TensorFlow Playground projects, where experience on designing DL NNs can be gained using an easy and fun yet very powerful application called the TensorFlow Playground. This course was designed to help you build business strategies and enable you to conduct technical planning on new DL and ML services and products.

Skills You'll Learn

Artificial Intelligence (AI), Artificial Neural Network, Machine Learning, Deep Learning

Reviews

4.4 (642 ratings)

5 stars
60.74%
4 stars
26.79%
3 stars
7.16%
2 stars
3.27%
1 star
2.02%

RN

Oct 1, 2018

Amazing lectures! Detailed description of each topic coupled with mind blowing graded assignments! :)

Thanks a real bunch, Coursera for offering this courses & of course, scholarship!

CL

Feb 13, 2020

Great course, especially for the people who are implementing NN's into their business models to investigate inefficiencies and automate human tasks as much as possible.

From the lesson

Deep Learning Products & Services

For the course “Deep Learning for Business,” the first module is “Deep Learning Products & Services,” which starts with the lecture “Future Industry Evolution & Artificial Intelligence” that explains past, current, and future industry evolutions and how DL (Deep Learning) and ML (Machine Learning) technology will be used in almost every aspect of future industry in the near future. The following lectures look into the hottest DL and ML products and services that are exciting the business world. First, the “Jeopardy!” winning versatile IBM Watson is introduced along with its DeepQA and AdaptWatson systems that use DL technology. Then the Amazon Echo and Echo Dot products are introduced along with the Alexa cloud based DL personal assistant that uses ASR (Automated Speech Recognition) and NLU (Natural Language Understanding) technology. The next lecture focuses on LettuceBot, which is a DL system that plants lettuce seeds with automatic fertilizer and herbicide nozzles control. Then the computer vision based DL blood cells analysis diagnostic system Athelas is introduced followed by the introduction of a classical and symphonic music composing DL system named AIVA (Artificial Intelligence Virtual Artist). As the last topic of module 1, the upcoming Apple watchOS 4 and the HomePod speaker that was presented at Apple's 2017 WWDC (World Wide Developers Conference) is introduced.

1.0 Introduction to Deep Learning for Business4:06

Taught By

Jong-Moon Chung
Professor, School of Electrical & Electronic Engineering

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