Looking to start a career in Deep Learning? Look no further. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks? You will learn about the different deep learning models and build your first deep learning model using the Keras library.
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IBM 技能网络課程信息
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中級
完成時間大約為8 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將獲得的技能
- Deep Learning
- Artificial Neural Network
- Artificial Intelligence (AI)
- Machine Learning
- keras
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
中級
完成時間大約為8 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
提供方
IBM 技能网络
IBM is the global leader in business transformation through an open hybrid cloud platform and AI, serving clients in more than 170 countries around the world. Today 47 of the Fortune 50 Companies rely on the IBM Cloud to run their business, and IBM Watson enterprise AI is hard at work in more than 30,000 engagements. IBM is also one of the world’s most vital corporate research organizations, with 28 consecutive years of patent leadership. Above all, guided by principles for trust and transparency and support for a more inclusive society, IBM is committed to being a responsible technology innovator and a force for good in the world.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 2 小時
Introduction to Neural Networks and Deep Learning
In this module, you will learn about exciting applications of deep learning and why now is the perfect time to learn deep learning. You will also learn about neural networks and how most of the deep learning algorithms are inspired by the way our brain functions and the neurons process data. Finally, you will learn about how neural networks feed data forward through the network.
完成時間為 2 小時
4 個視頻 （總計 17 分鐘）, 1 個閱讀材料, 2 個測驗
完成時間為 1 小時
Artificial Neural Networks
In this module, you will learn about the gradient descent algorithm and how variables are optimized with respect to a defined function. You will also learn about backpropagation and how neural networks learn and update their weights and biases. Futhermore, you will learn about the vanishing gradient problem. Finally, you will learn about activation functions.
完成時間為 1 小時
4 個視頻 （總計 22 分鐘）
完成時間為 3 小時
Keras and Deep Learning Libraries
In this module, you will learn about the diifferent deep learning libraries namely, Keras, PyTorch, and TensorFlow. You will also learn how to build regression and classification models using the Keras library.
完成時間為 3 小時
3 個視頻 （總計 16 分鐘）
完成時間為 2 小時
Deep Learning Models
In this module, you will learn about the difference between the shallow and deep neural networks. You will also learn about convolutional networks and how to build them using the Keras library. Finally, you will also learn about recurrent neural networks and autoencoders.
完成時間為 2 小時
4 個視頻 （總計 17 分鐘）
審閱
- 5 stars76.60%
- 4 stars18.14%
- 3 stars3.73%
- 2 stars0.97%
- 1 star0.53%
來自INTRODUCTION TO DEEP LEARNING & NEURAL NETWORKS WITH KERAS的熱門評論
由 RS 提供2020年2月20日
I took this course for understanding the TensorFlow properly. Now I am in the situation to understand all the frameworks. Thanks a lot for providing me this free course
由 SS 提供2020年4月19日
Great course! But the system of peer review is so flawed, sometimes people don't know what they are talking about and they have ridiculous feedbacks.
由 RD 提供2020年5月13日
It is a good insight for someone to know and understand Deep learning. And exams and projects make sure students learn and practice new concepts.
由 AS 提供2020年3月19日
A good course. Could be better if it was explained how to select the optimal number of layers and nodes. This was not covered and explained anywhere. Overall it was good.
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