Advanced Business Intelligence through AI-driven decision-making
BI and AI are different technologies used in modern companies over the last decades to contribute to their development and growth. In addition, both can complement each other to enable companies to analyze and interpret large amounts of data to make consistent data-driven decisions and develop coherent strategies. But how exactly does it work? This is what we will answer in this article by first explaining how each technology works. Business Intelligence combines the methodologies and the use of...
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...
How to deploy your ML model with SmartPredict?
AI can solve problems related to real business challenges if only the trained machine learning model is put into production or actively used by customers. Thus, deploying an AI model is a crucial step not to be overlooked in the life cycle of a machine learning project. With SmartPredict, we have brought ingenuity to how you put your model into production. We aim to make model deployment more accessible, faster, and effortless. You don't need to hire a whole team of software engineers or reinven...
An exclusive comparison of 10 no-code/low-code AI platforms
The evolution of technology never ceases to amaze us. A few decades ago, AI was in its infancy and only specialized for coding and technology experts. Today, anyone can realize an end-to-end AI project in a few clicks with a no-code/low-code AI platform. It makes the realization of AI projects as fast as ever and democratizes it for everyone. The adoption and the development of no-code/low-code platforms have become increasingly popular among businesses, including those used for performing end-...
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...
The rise of Low Code and No Code AI for every business
Human beings have been under a process called human evolution. Nowadays, when we look back to those times, we imagine how life was back then. Well, in a few years from now, we will be looking back to the "old days" with nostalgia and remembering how we used to code, as Artificial Intelligence is changing our environment and increasing the Low-Code/No-Code concepts. Well, at the end of this article, you will be able to see the future of Low-Code/No-Code for every business. Outline of the article...
Combining Machines and Humans to fight against FRAUD
Online retailers and any payment system operation must be protected against credit card fraud to avoid losses and serious financial risks. Several techniques exist to detect and stop credit card fraud, but some are less effective, and others are highly-priced. So what would be the most effective fraud detection technique to adopt for your business? Well by the end of this article, you will be able to answer this question. Manual review relies primarily on the knowledge of qualified analysts to i...
Credit Card Fraud Detection: Machine learning is the best solution.
As the digital world continues to develop and criminals find ways to take advantage of it, digital security must also constantly evolve. One of the most serious scams today is credit card theft. In 2018, the loss caused by the credit card was $27.85 billion, and estimated that by 2027 this loss will double. Two cases may explain this growth. Fortunately, technology is constantly evolving. AI is proving to be an effective tool to analyze and process vast amounts of credit card data able to class...
Theory vs Practical Data Science - For real world problems
We hear a lot about how artificial intelligence and machine learning are going to change the world and the internet of things will make everyone’s life easier. But what is the one thing that underpins all of these revolutionary Technologies? The answer is Data. From social media to IoT devices for generating immeasurable amounts of data, consider a cab service provider company, what do you think makes the company that rich? Is it their availability of cabs or is it their service? Well, the answ...
Increasing E-commerce business with AI
If some years ago e-commerce was a buzzword, now it has become the order of the day. Especially since Covid-19, everything has shifted from the physical platform to the online platform. People seem to shop literally everywhere during their working hours, during lunchtimes, in rush hour, and when there is nothing else to do but switch on their laptops and start surfing. But have we thought about how the world is changing, how Artificial Intelligence is changing e-commerce? Well at the end of this...
Top use cases of AI project in 2021
AI has become relevant for everyday activities and what really enabled this thing is that firstly there was a newer or better understanding of certain algorithms, secondly there is an easy availability of Data, and lastly, there is an improvement in hardware. Involuntarily the entire world is involved with AI, and by the end of this article you will know different use cases which make you a user of AI. This article’s outline: ● Most Prominent AI Use cases in 2021: ➢ What is the use case? ➢ W...
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...
5 reasons why to realize AI project with SmartPredict
Since the last decade, AI projects are widely practiced by amateurs and professionals and turn out to be relevant for companies’ growth. According to Tractica, annual global AI software revenue will grow from $10.1B in 2018 to $126.0B by 2025, achieving a CAGR (Compound Annual Growth Rate) of 43.41%. AI will be increasingly present in small and medium-sized businesses and will play an important role in their expansion. However, a lack of skills and material resources, as well as a poor understan...
How can accurate sales forecasts enhance your business?
Often, companies struggle to find the right balance between under forecasting and over forecasting their sales. This causes substantial money losses and puts the organization at risk. However, it is possible to get close to accurate values thanks to modern technology. Today, if you are a product leader or responsible for product launching, you need to master the basics. In this blog article, we gathered for you the essential tips to help you understand the stakes at hand and avoid pitfalls. Kee...
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...
Data profiling: Get an exhaustive results in matter of minutes with SmartPredict's Data Visualizer module.
SmartPredict is an AI platform that allows users to save a huge amount of time in completing a production-ready AI project. This is due in part to the fact that time-consuming tasks can be performed with a simple drag and drop and module configuration. There are over a hundred configurable modules you can use to build your AI workflow on this platform. Among them is the Data Visualizer module, which allows you to get data profiling, before and after its processing, without having to code or ins...
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...
AI Marketing use case with SmartPredict AI platform
Artificial Intelligence is now mainly adopted in the business marketing strategy for predictive analytics, tracking customer movement, to group segmentation. That's not all. AI can improve both the precision and effectiveness of their marketing campaigns for the better. In this article, we will run an end-to-end AI and data science marketing use case with SmartPredict AI platform in the easiest way. The AI project predicts if your product or service will probably attract the prospective client...
Business Intelligence and Artificial Intelligence
As always, technological progress moves at the speed of sound. What was yesterday, is easily outdated today. In order to remain competitive, companies need to keep up with the next trends. One such trend that has revolutionized the business world is undoubtedly artificial intelligence. Some companies are still reluctant to adopt this cutting-edge technology. But by staying that way, they run the risk of getting stuck in stagnation. As an analytics tool, companies use Business Intelligence, a com...
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 (...
How to perform Data profiling quickly with SmartPredict?
As a professional in data, one of the essential tasks of your job consists of monitoring and cleansing data, improving data quality, data conversion, and presenting reports for your team. However, data profiling is required for final reports, but it can also be used for other equally important purposes for data projects like content discovery, structure discovery, and relationship discovery. Indeed, you need this right at the beginning for preliminary insights while you are still at the preproc...
How can accurate sales forecasts enhance your business?
Often, companies struggle to find a great Sales Forecasting Accuracy and the right balance between under and over forecasting their sales. It causes substantial money losses and puts the organization at risk. However, thanks to modern technology, it is possible to get close to accurate values. Today, if you are a product leader or responsible for product launching, you need to master the basics. In this blog article, we gathered the essential tips to help you understand the stakes and why accu...
How to perform Medical Cost Prediction using SmartPredict?
In this following blog, we are trying to predict the rate of insurance to allocate according to people's personal data. The original use case and datasets are available on Kaggle where many methods are already suggested. However, what differentiates it, this time we are going to solve it without touching any bit of code. Can you imagine it? Without code! Yes,thanks to SmartPredict, your partner for low-code and high-level Data Science and Machine Learning, we are going to unravel this problem ...
SmartPredict attracts investors
Despite the current tense economic context, we are pleased to announce that SmartPredict, part of the HaiRun Technology Group, has reached a new milestone in its history! We have just received financial support that will allow us in 2021 to pursue the ambition we have had since 2018, the year of its creation. SmartPredict’ s ambition is to become an African unicorn of Artificial Intelligence and a reference SaaS platform for creating and deploying end-to-end AI projects in one place. SmartPre...
GAN : the century AI project that revolutionizes multimedia
Image credits: Venturebeat A much-anticipated technology for this last decade, GANs or Generative Adversarial Networks are truly revolutionizing artificial intelligence technology today, and with it, the world of multimedia. GANs are quite impressive technologies, which generations before us only believed possible in science fiction movies. As Yann LeCun, director of Facebook A.I. Research said: "Generating adversary networks is the most interesting idea in machine learning in the last ten yea...
AI and Machine Learning in Analytics
Previously, Data Analytics was strictly a domain reserved for seasoned business analysts and statisticians, making it somewhat inaccessible. However, a lot of details can be left out in the eyes of experts. Apart from that, to get an idea of the gains, for example, the data would have to stack up an entire year just to provide an even less coherent annual balance sheet. There are 3 levels of analysis in the Data Analytics process: Often, the data to be processed are as sensitive as health ...
MLOPS : the "Agile" version of Machine Learning
MLOps according to COGNILYTICA Dear new AI companies, let us introduce you to the MLOps and give you some tips on this cutting-edge technology, to help you save time and money. Pressured by a high-speed environment to achieve more in less time, today most startups tend to look for the "Agile"-st methods of producing their information and technology services. These IT industries often have the ambition to integrate Artificial Intelligence into the loop - including Machine Learning, Data Scienc...
Edge AI : AI and Edge in synergy
Reading time: 5 min Fog and Edge Computing technologies are extensions, further advances in Cloud computing. If we put Edge Computing aside, we'll see how it synergizes with Artificial Intelligence to make this association the winning pair of the century. With the advent of the 5G wireless Internet, it is timely to discuss how Edge Computing plays a leading role in this advanced technology. [1] De facto, not only AI extends the Edge computing capacity, but reciprocity is also true: they...
Artificial Intelligence + Fintech : What you need to know about this Combo
When we speak about finance, a plethora of concepts pop up into our mind: data analytics, management of transactions, bank account surveillance, one of the pillars of a nation's economy ... along with the "anxiety adjectives" paired to them: obscure, delicate, intricate, fluctuating, prone to inflation, confidential and ... stressful! But why? This is because for many years, and even so far, data security and integrity have been the main concern in every area where money flows are involve...
Why Artificial Intelligence in Marketing is the shock duo you need to lead your business to incredible heights
Greetings from SmartPredict! This month, we are pleased to announce the release of the highly anticipated version 1 of SmartPredict. As you already know, we will always remain true to our core principles: simplicity, ease of use, speed, and resource-saving. To make your experience as enjoyable as possible: this is our motto. In addition to our unique value proposition of using drag-and-drop modules to create data science pipelines in the form of flowcharts, we have made numerous enhancements...
AutoML: the Accurate, Quick and business-savvy Machine Learning
Quick business insights are the tenets of every modern enterprise, and are forever, are at the core of sustaining a competitive edge. While endeavoring to do so, Small and Medium Businesses continuously face the pressure of delivering high performance, while being confronted with the challenge of time-paced technological changes. This implies the necessity to embed a form of Artificial Intelligence such as Machine Learning and Deep Learning into their data analysis systems, in order to stay o...
SmartPredict has just been launched. Discover its key features!
With SmartPredict Studio, Artificial Intelligence Workflows are made easier than ever. Let us see how it will help you achieve your business goals. With the advent of AI, these last decades are without a doubt, the era of intelligent systems and automated processes. Therefore, nowadays' industries need to align with state-of-the-art technologies in order to remain competitive. In this ruthless race, the asset that could make the whole difference is the speed of processing massive data wit...
