Amazon Forecast Bewertungen & Produktdetails

I like best Amazon Forecast's automated ML for precise demand forecasting without data science skills. At The Knowledge Academy, it predicts PMP/CISSP enrollment and HubSpot lead trends effortlessly, slashing manual analysis time by 40% and boosting planning accuracy for webinars and staffing. Seamless S3 integration seals the deal. Bewertung gesammelt von und auf G2.com gehostet.

The main drawbacks of Amazon Forecast are its steep learning curve for non-technical users and the higher costs that come with large-scale datasets. At The Knowledge Academy, the initial setup required AWS expertise, and the pricing scaled up quickly beyond smaller forecasting needs such as our PMP course predictions. As a result, even though the accuracy is strong, it can be less suitable for budget-conscious sales teams. Bewertung gesammelt von und auf G2.com gehostet.

What I like most about Amazon Forecast is how easy it is to generate accurate demand predictions using our internal historical data. The platform automates most of the heavy lifting, which helps me create forecasts for inventory and operational planning without needing to build models from scratch. The integration with AWS services is smooth, and once the datasets are uploaded, the workflow is very efficient. Bewertung gesammelt von und auf G2.com gehostet.

Some configuration steps can feel technical, especially when preparing datasets or tuning import settings. Also, training models can take a bit of time depending on the dataset size. Apart from that, the tool is stable and delivers consistent results once everything is set up. Bewertung gesammelt von und auf G2.com gehostet.

What I like best about Amazon Forecast is how it makes high-quality time-series forecasting accessible without forcing you to be a data science expert—while still giving depth if you are one. Bewertung gesammelt von und auf G2.com gehostet.

I dislike that Amazon Forecast trades transparency, control, and iteration speed for automation: it’s hard to understand why forecasts look the way they do, customization is limited for advanced users, experimentation can be slow and costly, and debugging poor results is difficult—making it frustrating when you need explainability, tight cost control, or domain-specific modeling behavior. Bewertung gesammelt von und auf G2.com gehostet.

What I like most about Amazon Forecast is its ability to create accurate demand forecasts using machine learning without needing deep data science expertise. It handles large datasets well and automatically selects the best algorithms, which saves a lot of my time. The integration with other AWS services also makes it easy for me to use within the AWS ecosystem. Bewertung gesammelt von und auf G2.com gehostet.

The initial setup and configuration can feel a bit complex, especially for first-time users. It took some time to understand the data preparation steps and choose the right metrics. Also, when working with large datasets, keeping an eye on costs is important. Bewertung gesammelt von und auf G2.com gehostet.

1. The interface is very simple and easy to use, any layman can use it. One doesn't need deep technical knowledge for knowing it.

2. The set-up is easy and doesn't take to long complete the process.

3. Customer support is well equipped, help is available if needed.

4. Forecasts updated daily, which helps in daily forecasting. Bewertung gesammelt von und auf G2.com gehostet.

1. Cost increases when the data usage increases.

2. It is hard to understand how predictions are fully generated. Bewertung gesammelt von und auf G2.com gehostet.

It employs probabilistic models that deliver not only a single forecast, but also a range of possible outcomes, complete with confidence intervals. Bewertung gesammelt von und auf G2.com gehostet.

The main things I dislike about Amazon Forecast are the steep learning curve for non-AWS users, the high costs when you need to scale, and how heavily it depends on having clean, well-structured data. Bewertung gesammelt von und auf G2.com gehostet.

Amazon Forecast is widely appreciated by both users and reviewers for its user-friendly interface, impressive accuracy, and strong automation capabilities. Bewertung gesammelt von und auf G2.com gehostet.

Many users and reviewers frequently highlight several significant drawbacks of Amazon Forecast. The main concerns tend to revolve around its cost, the complexity of its setup and use, the limited options for customization, and the strong dependence on having access to high-quality historical data. Bewertung gesammelt von und auf G2.com gehostet.

I love how helpful it so to manage and the accuracy of the app is really well done. Bewertung gesammelt von und auf G2.com gehostet.

It would be great if you could change the reader’s voice and make it adjustable, so we can choose the voice we like. Bewertung gesammelt von und auf G2.com gehostet.

This tool provides highly accurate, automated time-series predictions for things like sales, demand, or web traffic, all without requiring any machine learning expertise. It leverages advanced technology to make forecasting accessible to users regardless of their technical background. Bewertung gesammelt von und auf G2.com gehostet.

ease of use and somewhat complicated to use Bewertung gesammelt von und auf G2.com gehostet.

It helps you get a clearer idea of what your future finances might look like. Bewertung gesammelt von und auf G2.com gehostet.

It’s still new to me, and the navigation takes some getting used to. There’s definitely a bit of a learning curve. Bewertung gesammelt von und auf G2.com gehostet.