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  4. Spreadsheets As A Backend
  5. Amazon Machine Learning vs xlwings

Amazon Machine Learning vs xlwings

OverviewComparisonAlternatives

Overview

xlwings
xlwings
Stacks36
Followers125
Votes0
GitHub Stars0
Forks2
Amazon Machine Learning
Amazon Machine Learning
Stacks165
Followers246
Votes0

Amazon Machine Learning vs xlwings: What are the differences?

What is Amazon Machine Learning? Visualization tools and wizards that guide you through the process of creating ML models w/o having to learn complex ML algorithms & technology. This new AWS service helps you to use all of that data you’ve been collecting to improve the quality of your decisions. You can build and fine-tune predictive models using large amounts of data, and then use Amazon Machine Learning to make predictions (in batch mode or in real-time) at scale. You can benefit from machine learning even if you don’t have an advanced degree in statistics or the desire to setup, run, and maintain your own processing and storage infrastructure.

What is xlwings? Use Python in Excel without add-ins. Replace your VBA code with Python, a powerful yet easy-to-use programming language that is highly suited for numerical analysis. Supports Windows & Mac!.

Amazon Machine Learning and xlwings are primarily classified as "Machine Learning as a Service" and "Spreadsheets as a Backend" tools respectively.

Some of the features offered by Amazon Machine Learning are:

  • Easily Create Machine Learning Models
  • From Models to Predictions in Seconds
  • Scalable, High Performance Prediction Generation Service

On the other hand, xlwings provides the following key features:

  • Easy deployment: The receiver of an xlwings-powered spreadsheets only needs Python with minimal dependencies — or nothing at all when shipped with the Python runtime.
  • Cross-Platform: xlwings works with Microsoft Excel on Windows and Mac.
  • Plug-and-Play: No cumbersome installation of Excel add-ins or license keys.

xlwings is an open source tool with 1.38K GitHub stars and 259 GitHub forks. Here's a link to xlwings's open source repository on GitHub.

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Detailed Comparison

xlwings
xlwings
Amazon Machine Learning
Amazon Machine Learning

Replace your VBA code with Python, a powerful yet easy-to-use programming language that is highly suited for numerical analysis. Supports Windows & Mac!

This new AWS service helps you to use all of that data you’ve been collecting to improve the quality of your decisions. You can build and fine-tune predictive models using large amounts of data, and then use Amazon Machine Learning to make predictions (in batch mode or in real-time) at scale. You can benefit from machine learning even if you don’t have an advanced degree in statistics or the desire to setup, run, and maintain your own processing and storage infrastructure.

Easy deployment: The receiver of an xlwings-powered spreadsheets only needs Python with minimal dependencies — or nothing at all when shipped with the Python runtime.;Cross-Platform: xlwings works with Microsoft Excel on Windows and Mac.;Plug-and-Play: No cumbersome installation of Excel add-ins or license keys.;Flexible: Works with pretty much every combination of Excel and Python.;Two way communication: Call Python from Excel or interact with Excel from Python.;Free and open-source: xlwings is released under a permissive BSD-License.
Easily Create Machine Learning Models;From Models to Predictions in Seconds;Scalable, High Performance Prediction Generation Service;Low Cost and Efficient
Statistics
GitHub Stars
0
GitHub Stars
-
GitHub Forks
2
GitHub Forks
-
Stacks
36
Stacks
165
Followers
125
Followers
246
Votes
0
Votes
0
Pros & Cons
Cons
  • 3
    Very slow and still needs VBA for UDFs
No community feedback yet

What are some alternatives to xlwings, Amazon Machine Learning?

Airtable

Airtable

Working with Airtable is as fast and easy as editing a spreadsheet. But only Airtable is backed by the power of a full database, giving you rich features far beyond what a spreadsheet can offer.

NanoNets

NanoNets

Build a custom machine learning model without expertise or large amount of data. Just go to nanonets, upload images, wait for few minutes and integrate nanonets API to your application.

Inferrd

Inferrd

It is the easiest way to deploy Machine Learning models. Start deploying Tensorflow, Scikit, Keras and spaCy straight from your notebook with just one extra line.

Sheetsu

Sheetsu

Use spreadsheet as your database. Give data to your users the nice way, directly from the tool you know. Without bothering webdeveloper.

Sheety

Sheety

Power websites, apps, or whatever you like, all from a spreadsheet. Changes to your spreadsheet update your API in realtime.

GraphLab Create

GraphLab Create

Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform. It is easy to use, fast, and powerful.

BigML

BigML

BigML provides a hosted machine learning platform for advanced analytics. Through BigML's intuitive interface and/or its open API and bindings in several languages, analysts, data scientists and developers alike can quickly build fully actionable predictive models and clusters that can easily be incorporated into related applications and services.

Sheetlabs

Sheetlabs

Drag & drop your data, name your API and choose what data people can see - that's it. Documentation is created automatically.

Image to Video AI: Easy AI Image Animator Online

Image to Video AI: Easy AI Image Animator Online

Instantly transform any static image into a dynamic, engaging video with our AI image animator. Create stunning animations, moving photos, and captivating visual stories in seconds. No editing skills required.

SAM 3D

SAM 3D

Explore SAM 3D to reconstruct 3D objects, people and scenes from a single image. Build 3D assets faster with SAM 3D Objects and SAM 3D Body.

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