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AWS Machine Learning Logo
Amazon

AWS Machine Learning

8.2 /10
Category
AWS Machine Learning
8.2 /10

What is AWS Machine Learning?

Amazon Machine Learning is an Amazon Web Services product that allows a developer to discover patterns in end-user data through algorithms, construct mathematical models based on these patterns and then create and implement predictive applications.

Company Details


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Awards & Recognition

AWS Machine Learning won the following awards in the Machine Learning Platforms category

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AWS Machine Learning Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on AWS Machine Learning.

86 Likeliness to Recommend

1
Since last award

91 Plan to Renew

2
Since last award

76 Satisfaction of Cost Relative to Value

2
Since last award


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Emotional Footprint Overview

+84 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love AWS Machine Learning?

0% Negative
8% Neutral
92% Positive

Pros

  • Reliable
  • Security Protects
  • Respectful
  • Continually Improving Product

Feature Ratings

Average 77

Performance and Scalability

83

Pre-Packaged AI/ML Services

82

Data Ingestion

82

Data Pre-Processing

78

Feature Engineering

77

Data Labeling

77

Algorithm Recommendation

76

Data Exploration and Visualization

76

Ensembling

75

Model Training

75

Model Tuning

74

Vendor Capability Ratings

Average 77

Ease of Data Integration

82

Quality of Features

81

Business Value Created

79

Breadth of Features

78

Ease of Implementation

78

Vendor Support

78

Usability and Intuitiveness

74

Ease of Customization

74

Ease of IT Administration

73

Product Strategy and Rate of Improvement

73

Availability and Quality of Training

72

AWS Machine Learning Reviews

Sidhant N.

  • Role: Student Academic
  • Industry: Technology
  • Involvement: IT Leader or Manager
Validated Review
Verified Reviewer

Submitted Jul 2024

AWS ML: Desired Features for Future Development

Likeliness to Recommend

9 /10

What differentiates AWS Machine Learning from other similar products?

AWS Machine Learning stands out due to its extensive and scalable cloud infrastructure, seamless integration with other AWS services, and a broad range of pre-built machine learning models and tools

What is your favorite aspect of this product?

My favorite aspect of AWS Machine Learning is its seamless integration with other AWS services

What do you dislike most about this product?

One aspect I dislike about AWS Machine Learning is the complexity of its pricing structure. The cost can be difficult to predict due to the variety of services and their usage-based pricing models.

What recommendations would you give to someone considering this product?

Understand AWS pricing to manage costs effectively. Utilize free tiers for initial testing. Leverage AWS’s extensive documentation and training. Integrate with other AWS services for efficiency.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing

Ritika B.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: IT Development, Integration, and Administration
Validated Review
Verified Reviewer

Submitted May 2024

Extremely satisfied, Has excellent services!

Likeliness to Recommend

10 /10

What differentiates AWS Machine Learning from other similar products?

It has a well architected framework. Which helps a lot in decision making. It has guides which ask the right questions for a better evaluation.

What is your favorite aspect of this product?

It's quick automation is the best feature. Also it's capabilities to handle such huge data.

What do you dislike most about this product?

The cost, would love if the cost could be reduced.

What recommendations would you give to someone considering this product?

Go through the initial trainings before you begin. As it would give a much better understanding of the product.

Pros

  • Helps Innovate
  • Performance Enhancing
  • Enables Productivity
  • Trustworthy

Abhay C.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: IT Development, Integration, and Administration
Validated Review
Verified Reviewer

Submitted May 2024

Strong, Entire, and Complicated

Likeliness to Recommend

8 /10

What differentiates AWS Machine Learning from other similar products?

Scalability, flexibility, and an extensive and integrated set of services are what make AWS Machine Learning unique. It provides a vast array of tools, ranging from pre-built AI services like Rekognition and Comprehend to SageMaker for complete model building. Furthermore, its smooth connection with the larger AWS ecosystem offers strong infrastructure and comprehensive support for large-scale machine learning model deployment.

What is your favorite aspect of this product?

Amazon SageMaker is my favorite feature of AWS Machine Learning. It greatly streamlines the workflow by providing an end-to-end solution for creating, honing, and implementing machine learning models. It is very strong and easy to use for both novice and expert data scientists due to its ability to expand effortlessly and connect with other AWS services.

What do you dislike most about this product?

The complexity and high learning curve of AWS Machine Learning are the most annoying features for newcomers. It can be intimidating to sort through the multitude of services and comprehend how they all work together. Furthermore, the cost structure might be complicated, which makes it difficult to anticipate costs precisely without careful preparation and observation.

What recommendations would you give to someone considering this product?

Start with the free tier of AWS and use its introductory lessons to familiarize yourself without spending any money. Take advantage of seamless connectivity with other AWS services and monitor spending with tools like AWS Cost Explorer. Join the AWS ML community to receive guidance and best practices.

Pros

  • Continually Improving Product
  • Reliable
  • Unique Features
  • Efficient Service

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