AWS Certified Machine Learning: AI Services & SageMaker Applications
Amazon Web Services 2021
| Intermediate
- 12 Videos | 49m 4s
- Includes Assessment
- Earns a Badge
Integrating AWS AI services and SageMaker with any machine learning (ML) or deep learning project is a great way to enhance its capabilities. Through this course, learn more about the additional AWS AI Services that are ready to use in the form of direct API without the need to train any ML models and dive deeper into more SageMaker functionality. Get familiar with AWS AI services that can be fully integrated into your applications in minutes. This course will also introduce you to some pre-trained algorithms in SageMaker for building high-performance natural language processing (NLP) and computer vision apps using fine-tuning techniques. After completing this course, you'll be able to identify several AI services that can be used as APIs in AWS and describe SageMaker's extensive capabilities in handling text and images. You'll also be a step closer to preparing for the AWS Certified Machine Learning - Specialty certification exam.
WHAT YOU WILL LEARN
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discover the key concepts covered in this coursework with Amazon Rekognition for detecting, analyzing, and comparing faceswork with Amazon Polly for text-to-speech conversionwork with Amazon Transcribe and Translate to explore natural language processing (NLP) capabilitieswork with seq2seq models in SageMaker for natural language processing (NLP)tackle forecasting problems using DeepAR
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work with BlazingText for optimized text classification capabilitieswork with object2vec general-purpose embeddings used for natural language processing (NLP) taskswork with SageMaker's built-in object detection algorithmswork with SageMaker's built-in image classification algorithmswork with SageMaker's built-it semantic segmentation algorithmssummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview1m 1sUP NEXT
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2.Using Amazon Rekognition4m 43s
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3.Working with Amazon Polly4m 27s
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4.Exploring Amazon Transcribe and Translate6m 25s
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5.Working with Seq2seq in SageMaker4m 13s
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6.Working with DeepAR in SageMaker4m 29s
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7.Using BlazingText in SageMaker5m 25s
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8.Working with Object2vec in SageMaker4m 4s
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9.Working with Object Detection in SageMaker3m 59s
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10.Classifying Images in SageMaker4m 4s
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11.Performing Semantic Segmentation in SageMaker5m 14s
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12.Course Summary1m 1s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
Digital badges are yours to keep, forever.