課程信息

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第 6 門課程(共 6 門)
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高級
完成時間大約為16 小時
英語(English)
字幕:英語(English)
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。
第 6 門課程(共 6 門)
可靈活調整截止日期
根據您的日程表重置截止日期。
高級
完成時間大約為16 小時
英語(English)
字幕:英語(English)

提供方

IBM 徽標

IBM

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 3 小時

Module 1 - Loading Data

完成時間為 3 小時
4 個視頻 (總計 8 分鐘)
4 個視頻
Choose One Library Only (PyTorch or Keras)41
1.0 Loading data.1分鐘
Keras Stream3分鐘
3 個練習
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Download Data10分鐘
Loading Data with Keras30分鐘
2

2

完成時間為 3 小時

Module 2

完成時間為 3 小時
1 個視頻 (總計 2 分鐘)
1 個視頻
2 個練習
Data loader PyTorch15分鐘
Data Preparation with Keras30分鐘
3

3

完成時間為 3 小時

Module 3

完成時間為 3 小時
1 個視頻 (總計 2 分鐘)
1 個視頻
2 個練習
Linear Classifier PyTorch10分鐘
Building a Classifier with Pre-Trained Models30分鐘
4

4

完成時間為 7 小時

Module 4

完成時間為 7 小時
1 個視頻 (總計 3 分鐘), 1 個閱讀材料, 2 個測驗
1 個閱讀材料
Peer Review Instruction10分鐘

審閱

來自AI CAPSTONE PROJECT WITH DEEP LEARNING 的熱門評論

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關於 IBM AI Engineering 專業證書

The rapid pace of innovation in Artificial Intelligence (AI) is creating enormous opportunity for transforming entire industries and our very existence. After competing this comprehensive 6 course Professional Certificate, you will get a practical understanding of Machine Learning and Deep Learning. You will master fundamental concepts of Machine Learning and Deep Learning, including supervised and unsupervised learning. You will utilize popular Machine Learning and Deep Learning libraries such as SciPy, ScikitLearn, Keras, PyTorch, and Tensorflow applied to industry problems involving object recognition and Computer Vision, image and video processing, text analytics, Natural Language Processing, recommender systems, and other types of classifiers. You will be able to scale Machine Learning on Big Data using Apache Spark. You will build, train, and deploy different types of Deep Architectures, including Convolutional Networks, Recurrent Networks, and Autoencoders. By the end of this Professional Certificate, you will have completed several projects showcasing your proficiency in Machine Learning and Deep Learning, and become armed with skills for a career as an AI Engineer....
IBM AI Engineering

常見問題

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

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    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.

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