Compare AutoML vs. AdvancedML

Which Version of Our Real-Time Decision-Making Engine is Right for You?

When choosing a predictive modeling solution for your business, StartDigitalSpace offers two distinct options: AutoML and AdvancedML. Each one is tailored to suit different needs and skill levels. So let's look at both options and determine the best fit for your organization.

AutoML

Codeless Predictive Modeling

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AdvancedML

Custom Model Building

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StartDigitalSpace AutoML

If you're looking for a user-friendly platform that requires no prior data science experience or coding skills, then AutoML is the perfect solution for you. Our AutoML platform bridges the gap between complex machine learning and those who need more data science expertise. It provides modeling and analytical solutions without requiring a single line of code.

What is AutoML?

StartDigitalSpace AutoML is a real-time, automated machine-learning tool that allows you to build models and gain analytical insights without coding. With AutoML, you can send a request to the model, and it will respond with a probability and score. All of this can be done through an easy-to-use, point-and-click platform.

Our codeless modeling platform can help you learn about your business, improve your targets, and optimize your campaigns. With StartDigitalSpace AutoML, you can harness the power of machine learning without needing to be a data scientist.

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Advantages of StartDigitalSpace AutoML

Real-time analytics made easy
User-friendly interface for data science professionals
Customizable dashboard for your convenience
Fast and easily interpretable results for your business
Clear visualization of your data insights
Simple automation and deployment
Affordable price to suit your budget
No long-term commitment is required

How to Go from Raw Data to Model Deployment and Predictive Scores with StartDigitalSpace AutoML

Create a workspace: define your industry and target to get started with StartDigitalSpace AutoML.
Upload raw data: : easily upload a file or integrate your company’s database into the platform.
Clean and prepare: prepare your data by filtering out or replacing NAs, dropping unnecessary variables, removing outliers, and transforming variables with StartDigitalSpace AutoML.
Analyze: visualize trends by creating charts and plotting variables in StartDigitalSpace AutoML.
Build model: create different predictive models in a few clicks, compare, and select the best-performing one with StartDigitalSpace AutoML.
Deploy: generate an API link that can integrate with any server.
Receive automated results: obtain real-time scoring instantaneously as new data enters your model with StartDigitalSpace AutoML.
Support bulk requests: upload a data file and receive scores quickly with StartDigitalSpace AutoML.

Limitations of StartDigitalSpace AutoML

While StartDigitalSpace AutoML is a powerful tool, some complex or novel tasks may fall outside its scope. In these cases, our StartDigitalSpace AdvancedML solution may better meet your needs, as it offers more customizability for your machine learning modeling and deployment.

Examples of AutoML Applications

At StartDigitalSpace, we offer a range of AutoML applications to help businesses in various industries make sense of their data and make more informed decisions. Some of our critical applications include:

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StartDigitalSpace AdvancedML

With StartDigitalSpace AdvancedML, our team of experienced data scientists will handle the end-to-end modeling and deployment process for you. We will work closely with you to design, develop, and deploy a machine-learning model that is tailored to the specific needs of your business or product. Our team is committed to delivering results quickly and efficiently, so you can start seeing the benefits of your data analysis as soon as possible.

Why Choose StartDigitalSpace AdvancedML?

We recommend our AdvancedML service when:

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Advantages of StartDigitalSpace AdvancedML

With StartDigitalSpace AdvancedML, you can unlock the full potential of advanced machine learning for your business or product. Here are some of the critical advantages of our service:
Complete flexibility to extract maximum insights from complex datasets or problems
No need to recruit an in-house data team for a time-bound project
No involvement in the modeling or deployment processes, letting you focus on your core business
Easy API integrations with your current systems and teams for a seamless adoption
Real-time predictions and model monitoring to quickly adapt to changing market conditions
Scalable infrastructure that delivers stable performance and lower latency, ensuring fast and reliable results

Limitations of StartDigitalSpace AdvancedML

StartDigitalSpace AdvancedML has no specific limitations, thanks to its flexible approach that lets you realize the full potential of advanced machine learning.

Examples of AdvancedML Applications

Here are some industry-specific examples of how StartDigitalSpace AdvancedML can help you extract deeper insights from your data:

Here is a specific case study of AdvancedML in the financial industry:

Problem A financial lender was experiencing high rates of loan defaults due to risks with incoming real-time loan applications. We aimed to develop a predictive machine-learning model to minimize the default rate while maintaining traffic rates.

Solution Our experienced data scientists addressed the problem by enriching the available data with variables that could improve the model's performance. We also designed several scores and indicators to account for real-life issues stemming from the current economic situation, including the impact of COVID-19.

Result We utilized various advanced machine learning algorithms to find the best model to predict the default rate accurately.
After applying our custom modeling solution, the default rate decreased from 17% to 4.25%.

Our team is ready to go the extra mile to help with your custom modeling and deployment.
Click below to see StartDigitalSpace AdvancedML in action.

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