The application not only enhances and automatically prepares your data to generate predictions using AI, but it also calculates what data points influence your outcome. Knowing what affects your outcomes most is critical information that today’s businesses are lacking to make informed customer decisions. Squark is here to extend that customer insight and help drive business success.
Create a new project or select a previous project to rerun. Select which type of prediction that best suits your question.
Project Types:
Use Squark’s Connectors or simply drag and drop your csv, excel, or zip to begin the automated data preparation and machine learning process. Select the column that contains the data you want to predict or analyze so Squark knows what data to train on. You have the option to exclude columns of data that aren’t necessary, making it easier for you to upload whatever data formats you have. Squark automatically removes columns that aren’t helpful for the prediction (it’s part of the secret sauce). The final information that is provided is what Squark learns from (hence the name machine learning).
Add your production file or skip this step and simply run the training data that you previously connected or uploaded. Squark will prepare the training data by automatically engineering, enhancing, and improving it for analysis. Then Squark will create, tune, select, and apply the best predictive model (out of hundreds) for your data from today’s leading algorithms. With the most cutting edge algorithms applied – from deep learning to natural language processing, this process is where the machine learning magic happens.
All in a matter of minutes your data is cleaned, prepared, enhanced, and analyzed. The best customized algorithmic model is selected for use with your data to deliver accurate predictive results. In the case above, where Squark predicts the outcome of two classes (yes, or no), the dark blue columns showcase the results of your prediction and allows you to view the probabilities for each record.
Wondering how your data influenced your results? Check out different models and graphs to visually see why the prediction occurred. Understand the specific data (columns and values) that caused the outcomes. You can view Squark’s Explainable AI for each individual record or see a summary of the drivers for the predictive outcome across your entire dataset. It is important to not only understand your predictive results, but what is causing them, so that you can make quick and decisive decisions to power your business.
You and your team can take immediate action on your newly created predictive data by sending it back into the system of origin with Squark’s REST API.
Don’t see the one you’re looking for? We are always creating new connectors; let’s chat.
Squark is a no-code predictive analytics SaaS that automatically analyzes business data you work with every day to predict customer outcomes, uncover new and unforeseen business opportunities, and mitigate risk. It is a simple and easy-to-use AI software that doesn’t require data science nor technical expertise. In a matter of clicks, make confident, data-backed decisions about what your customers will do next and understand why to increase your business impact.
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