AWS Certified Machine Learning - Specialty - Early Access

Training Architect
course instructor image
Mike Chambers

Course Introduction

Getting Started

Machine Learning Fundamentals

Machine Learning and Deep Learning Theory

Machine Learning Concepts

Data

Machine Learning Models

Deep Learning Models

Model Performance and Optimization

Machine Learning Tools and Frameworks

Section Introduction

Coming Soon

Introduction to Jupyter Notebooks

Coming Soon

Frameworks, Algorithms, and Models

Coming Soon

Tensorflow

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Caffe

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PyTorch

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MXNet

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Scikit-learn

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AWS

AWS Fundamentals

Section Introduction

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IAM

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S3

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EC2

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EC2 for ML

Coming Soon

AWS SageMaker

Section Introduction

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What is AWS SageMaker

Coming Soon

Jupyter Notebooks in SageMaker

Coming Soon

SageMaker Algorithms

Coming Soon

BlazingText

Coming Soon

Image Classification Algorithm

Coming Soon

K-Means

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Latent Dirichlet Allocation

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K-Nearest Neighbours

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Linear Learner

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Object2Vec

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Object Detection

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Principal Component Analysis (PCA)

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Random Cut Forest (RCF)

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Sequence-to-Sequence (seq2seq)

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XGBoost

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Custom Algorithms

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Hyperparameter Optimisation

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Deploying

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AWS Services

Section Introduction

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S3

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Athena

Coming Soon

Kinesis Firehose and Analytics

Coming Soon

EMR with Spark

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Glue

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QuickSight

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AWS Application Services AI/ML

Section Introduction

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Rekognition (Images)

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Rekognition (Video)

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Polly

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Transcribe

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Lex

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Translate

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Comprehend

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Personalize (Preview)

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Forecast (Preview)

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Textract (Preview)

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Other AWS Services

Section Introduction

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DeepLens

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DeepRacer

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Course Conclusion

The Exam

The Exam - What It’s like

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How to Answer Questions

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How to Prepare

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Thank You

Goodbye!

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Details

Welcome to Linux Academy's all new AWS Certified Machine Learning - Specialty prep course. This course prepares you to take the AWS Certified Machine Learning - Specialty (MLS-C01) certification exam. It also gives you the hands-on experience required to use machine learning and deep learning in a real-world environment.


This course starts off with coming to grips with Machine Learning (ML), Deep Learning (DL), and Artificial Intelligence (AI) terminology. After the theory comes the practice. You'll get hands-on with a number of ML frameworks and AWS services specific to the certification.


Please note, this is a preview of this course, so not all the content is available yet. New updates will be made from time to time. In the meantime, please join the conversation in the Linux Academy Community Slack where we have a special channel to focus on the development of this course.


Join the Linux Academy community Slack here: https://slack.linuxacademy.com/ and specifically the #aws-mls-c01-2019 channel.


Make sure you’re staying up-to-date with the course as it progresses. Watch the intro video for instructions.


Study Guides

AWS Machine Learning Specialty pdf

AWS Machine Learning Specialty pdf

Instructor Deck

Community

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Earn a Certificate of Completion

When you complete this course, you’ll receive a certificate of completion as proof of your accomplishment.

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