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AWS Machine Learning Specialty Bookmarks

Types of graphs used in Math and Statistics - Statistics How To

Understanding AUC - ROC Curve - Towards Data Science

Machine Learning Concepts - Amazon Machine Learning

Use Amazon SageMaker Built-in Algorithms - Amazon SageMaker

Types of ML Models - Amazon Machine Learning

Data Visualization - Amazon Web Services (AWS)

6 Different Ways to Compensate for Missing Values In a Dataset (Data Imputation with examples)

Various ways to evaluate a machine learning model’s performance

Amazon Kinesis Data Firehose FAQs

General Information about Programming AWS Glue ETL Scripts - AWS Glue

Data Transformations Reference - Amazon Machine Learning

Common Data Formats for Built-in Algorithms - Amazon SageMaker

How Hyperparameter Tuning Works - Amazon SageMaker

K fold and other cross-validation techniques - Data Driven Investor - Medium

Introduction to Natural Language Processing for Text

Common Parameters for Built-In Algorithms - Amazon SageMaker

Use Your Own Inference Code with Hosting Services - Amazon SageMaker

Use Machine Learning Frameworks with Amazon SageMaker - Amazon SageMaker

Splitting Your Data - Amazon Machine Learning

Evaluating ML Models - Amazon Machine Learning

What is Entropy and why Information gain matter in Decision Trees?

Feature Selection and Dimensionality Reduction Using Covariance Matrix Plot

Build a movie recommender with factorization machines on Amazon SageMaker | AWS Machine Learning Blog

Amazon SageMaker Neo

Search - Amazon SageMaker

Amazon Kinesis Data Firehose Data Transformation - Amazon Kinesis Data Firehose

Matching Records with AWS Lake Formation FindMatches - AWS Glue

Tune a K-Means Model - Amazon SageMaker

Easily monitor and visualize metrics while training models on Amazon SageMaker | AWS Machine Learning Blog

Deploy an Inference Pipeline - Amazon SageMaker

What Is Amazon Elastic Inference? - Amazon Elastic Inference

Get Inferences for an Entire Dataset with Batch Transform - Amazon SageMaker

Amazon Elastic Inference - Amazon Web Services

A Practical Guide to Artificial Intelligence for the Data Center

Data Labeling - Amazon SageMaker

Deploy a Model on Amazon SageMaker Hosting Services - Amazon SageMaker

Transfer learning with MXNet Gluon - By

The 5 Clustering Algorithms Data Scientists Need to Know

Validate a Machine Learning Model - Amazon SageMaker

Imbalanced data and credit card fraud - Hazy - Medium

Use Your Own Algorithms or Models with Amazon SageMaker - Amazon SageMaker

20 Popular Machine Learning Metrics. Part 1: Classification & Regression Evaluation Metrics

Machine Learning Interview Questions – Q8 – Explain the difference between L1 and L2 regularization – Machine Learning Specialist

Online Certification Training Courses for Professionals

AWS Sagemaker and CNN for Dog Breed Classification – Data, Cloud, Software

Build a Data Lake Foundation with AWS Glue and Amazon S3 | AWS Big Data Blog

Exam Readiness: AWS Certified Machine Learning - Specialty | AWS Training & Certification

@mrichman
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Isn't Amazon ML deprecated?

@HarleyB123
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Correct - I've included it so that you can be aware of it's existence. That way, if it appears in the exam - you know NOT to choose it :)

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