SmartPredict: the exclusive No-code Low-code AI platform for everyone
Artificial Intelligence will be a must-have technology for companies to stay competitive these days. It is a technology that makes them efficient and affordable by automating workflows and business processes, most notably, by gaining a better understanding of data that can provide accurate predictions. A survey conducted by PwC shows that 72 percent of business leaders believe that using AI can enable humans to concentrate on meaningful work. However, this technology is still reserved for AI exp...
Easily build a low-code content-based recommender system
Recommender systems are an application of Machine Learning that is massively used in many e-commerce platforms. In this tutorial, I will present an easy way to build and deploy a recommender system model that you can integrate into your e-commerce platform. For that, we will use SmartPredict, a powerful and easy-to-use tool that helps you to easily build Machine Learning models for your uses and easily deploy them with minimal effort to be ready to use. The dataset used for this project along w...
Interpretation AI and explanation AI of Titanic SpaceShip predictions
In the last tutorial here https://smartpredict.ai/blog/smartpredict/tita, we’ve seen Kaggle’s baseline project with SmartPredict with the Titanic SpaceShip dataset. Here is a new tutorial where we will learn how to interpret the model and explain a single prediction by using SmartPredict. Interpretable AI or explainable AI allows us to identify which feature is influential in the model’s prediction and helps us understand how machine learning models make decisions that can be understood by a hu...
If you search the internet for the keyword "Text Sentiment Analysis," we immediately understand its interest. Still, the most important thing is to know how to set up an API that we can consume directly to integrate it into our application. In this blog, we will describe the steps to quickly set up a "Text Sentiment Analysis" API without encountering obstacles such as finding a server and installing the necessary prerequisites but only in a few clicks. This API can be interested in text categor...
How to connect your data source to SmartPredict in 3 steps?
Data is the primary source of any successful AI project, and its safe retrieval from your data source to the platform on which you will run your AI project is the starting point of any AI project. With the SmartPredict AI platform, we have implemented a performant dataset connector so you can retrieve your dataset from over +30 data sources type with 0 lines of codes in just 3 steps and security assured. So wonder how to do it? Let’s discover it now. SmartPredict is a no-code/low-code AI platfo...
Building a heart attack predictor without coding
Nowadays, Machine Learning models are frequently used in different domains including Health. Today, I’ll show you how to build and train a model that can be used to predict a heart attack disease based on a clinical dataset. This will teach you how to explore the power of SmartPredict with a real use case. You can download the dataset along with a request example for this tutorial from this repository. First, let’s connect to the platform at cloud.smartpredict.ai. If it’s the first time you l...
PREDICTING A KAGGLE COMPETITION BASELINE: TITANIC SPACESHIP DATASET BY USING SMARTPREDICT PLATFORM
In this tutorial, we will learn how to do prediction with a Kaggle competition baseline with the Titanic SpaceShip dataset. It consists of predicting whether a passenger was transported to an alternate dimension during the Spaceship Titanic's collision with the spacetime anomaly. You can download this dataset at this link https://www.kaggle.com/competitions/spaceship-titanic/data. This dataset contains a set of personal records recovered from the ship’s damaged computer system. With this us...
Get accurate sales forecast with Automated machine learning in matter of a few minutes.
Over the past few decades, AI has found more and more applications in our world, like Forecasting with Machine Learning models. Not only is significant research into powerful algorithms conducted in-depth for dedicated use cases, but also how people exploit and implement them in their real lives is becoming easier. One application of AI that defies traditional methods is Sales Forecasting and Demand Forecasting. Research indicates that traditional forecasting efforts prove ineffective despite ...
The main 4 features of SmartPredict Autoflow that allow you to ingeniously leverage AutoML.
Automated Machine Learning (AutoML) has revolutionized the world of Artificial Intelligence (IA) since its emergence in 1990. It’s generally known as a new approach of reducing data scientists' time-consuming tasks and a concept of automatizing AI processes. It is on this innovative approach that SmartPredict has ingeniously enriched its feature for its first version. All this is to enable its users — whether they are citizens (novice) or expert data scientists — to be more efficient in the r...
Create, share and run Data Science flowcharts with SmartPredict: The easiest way to complete a production-ready AI project
Completing a production-ready AI project requires high technical skills, both in terms of data science and software engineering. These make the use of AI expensive and time-consuming. That's where SmartPredict comes in: a platform where users can complete their end-to-end AI project by simply dragging, dropping and configuring modules to build a data science flowchart that can be shared with others to be more collaborative. In other words, the easiest way to make an AI project successfully, wit...
Custom Modules: the feature that makes data scientists more flexible in their AI projects with SmartPredict.
SmartPredict is an AI Platform designed for all users regardless of their AI skill level, and its features meet citizen data scientists'' and experts' needs. Autoflow is a suitable feature for non-experts to complete an end-to-end AI project by just submitting a dataset. For more details, please see the tutorial. There is also a blog post available. As for experts, SmartPredict ensures that they can manage their machine learning projects from end to end with no limit. Namely, the ability to conf...
Presentation SmartPredict Autoflow
As stated in its tagline "The Easiest Way to Bring AI to Life", the SmartPredict AI platform is constantly implementing new features that fulfill the principles it has been founded on since its inception. The one that will promote the release of its first version is based on 'AutoML 2.0', with which, users regardless of their level of AI knowledge can take advantage of this cutting-edge technology, in no time to improve their business. Moreover, the configurability of the generated flowcharts (...
