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Machine Learning Solutions Development

ZFort Group machine learning (ML) experts help to bring your business to a whole new level.

We'll analyze your business data and using ml algorithms build complex self-learning propensity models.

Our Machine Learning Development Process

We carry out several actions to add machine-learning solutions to your product. We divided them into convenient semantic blocks where we described the development step by step from the beginning to the finished solution.

01

Research and analysis of business needs

We closely examine your business by collecting data about your transactions, customer, production chains, etc. We make primary rough concepts that will develop into precise algorithms. This helps determine the specific system requirements for a future machine learning tool.

02

Data processing and pre-training of the model

We categorize and re-verify the received critical data to highlight the critically important points. Then, based on this data, the machine-learning model begins to train itself.

03

Model development

To begin machine learning solutions development, the obtained data is used to train the model. Everything happens in several stages. In the beginning, the model is trained, the parameters are checked and corrected, and then it is launched on a real problem. Since there is more than one set of parameters, several models are created, and the one that best performs the tasks is left in the end. After testing, the latest shortcomings are identified, corrected and prepared for a full-fledged release.

04

Model deployment

After all the tests, the ml model is deployed and released to your business and starts working and fulfilling your tasks. As all businesses are different, then the settings and performance of the model will be different.

05

Further maintenance

After all, tests are completed, the ml model is deployed and released to your business and starts working and fulfilling your tasks. Of course, as all businesses are different, then the settings and performance of the model will be different.

code writing for machine learning model
68 ML Projects Done

Why choose Zfort Group ML Team?

Our team can easily deal with complex issues.

Make out large volumes of unsorted data.

Hight hourly-rate efficiency.

–°hoose the right number of specialists.

Friendly and person-oriented communication.

Clarity and openness of the workflow.

Here at Zfort Group, our machine learning experts bring the best solutions. Let's talk!

 

Business Benefits of Machine Learning Solutions

  • Collection and processing of a large amount of data, thanks to which you can build forecasts and establish new trade chains with your customers.

  • ML helps to simplify the work of recording and entering data, as it can delay time-consuming but monotonous work, thus freeing up employees' time, which can be spent on other important tasks.

  • Strengthening the financial sector, making forecasts easier, engaging in automatic trading, and opening fraudulent monetary schemes. Also, ML can be used to check credit, criminal and medical history, which is critical for banks and insurance companies.

  • Can easily identify spam, so you don't have to waste time on unnecessary correspondence.

  • Easily automates and improves efficiency in manufacturing plants. Somewhere due to automation and somewhere due to the removal of unnecessary steps and production stages, which can increase production and reduce costs.

  • Using data analysis, determine the right product that will ideally suit your customers, leave them satisfied, attract new customers, and retain old ones.

ML technologies and tools that we use

Machine Learning Solutions Services

Our company has been providing high-tech development services for over ten years. We have gained experience with projects of varying complexity, requests, and sizes during this time. Below, for your convenience, we have provided a list of the main services we provide as part of the machine learning direction.

 

 

Data analysis and preprocessing

Zfort is a leading ML development company that offers data analysis and preprocessing services to help clients prepare their data for machine learning models. Our team of experienced data scientists and engineers can help clients collect, clean, and preprocess data, ensuring it is ready for use in machine learning algorithms.

    Data preprocessing is a critical stage in the machine learning process as it involves transforming and cleaning raw data, making it more usable for training machine learning models. In addition, our team can help clients identify and address issues in their data, such as missing values, outliers, and inconsistencies.

    Model development and training

    Our data scientists and ml engineers develop and train machine learning models using various techniques, including supervised, unsupervised, and reinforcement learning.

      We utilize supervised learning algorithms, such as linear regression and support vector machines, to build predictive models on labeled data, and unsupervised learning techniques, such as clustering, to identify patterns in unlabeled data.

      Predictive modeling

      At Zfort, we have a strong track record of developing predictive models that leverage historical data to forecast future trends and outcomes. Our team utilizes advanced statistical and machine-learning techniques to identify patterns in data and build accurate models that enable businesses to make informed decisions.

        We specialize in developing predictive models for various industries, including healthcare, finance, and retail. Our approach is highly customizable, and we work closely with clients to understand their unique business needs and tailor our solutions accordingly.

        Anomaly detection

        Our machine-learning solutions can help businesses identify anomalies in data, such as fraudulent transactions or network intrusions. We use advanced machine learning algorithms, including supervised and unsupervised learning, to analyze data and detect anomalies.

          Zfort Group's ml developers team has expertise in building customized solutions that can accurately identify and flag suspicious activity. Our anomaly detection models can be trained on historical data and continuously updated to adapt to evolving threats.

          Deployment and integration

          We have the expertise to deploy and integrate machine learning solutions into clients' existing systems and workflows. Our team of skilled professionals understands the importance of seamless integration and ensures that our solutions work seamlessly with your current setup.

            Using the latest tools and technologies, we provide end-to-end support, from initial system analysis to final deployment and integration, to ensure our solutions meet your specific requirements.

            Build Popensity Model for Business

            Based on your data, we will build a propensity model that will help predict the likelihood that your customers will perform (buy, sell, order, etc.).

              With this approach, you can determine which products are popular, which categories are the most profitable, and which ones will last longer than others.

              Customer Analytics

              Machine learning can easily track behavior patterns and types of customer orders and, based on them, offer additional products and services.

                Time series forecasting, identifying your company's trading cycles to improve profitability and cut costs.

                Predictive Analytics

                Customers have typical patterns, as well as your business and the market.

                With the help of the forecast, you can easily find out what awaits you next and what you are preparing for the future.

                  The information will help you prepare in advance and be competitive.

                  Recommendation System

                  Recommendations are something like behavior patterns for shopping, but here the preferences and thoughts of people have been analyzed signals from data and user reactions to them.

                  Based on this, people are recommended content that will be most enjoyable for them.

                    Machine Learning Solutions are used by all major companies and applications, such as Facebook, YouTube, Instagram, Netflix, etc.

                    NLP (Natural Language Processing)

                    Analyze behavior, find data patterns, and better build a customer segmentation model to allow targeting, personalization, and overall customer experience.

                      Our ML solutions experts build apps that work with natural language processing to analyze user behavior.

                      As a result, our customer-centric solutions enable better targeting and personalization.

                      Computer Vision

                      Computer vision will help to identify any object, be it a cat, a pedestrian, or an essential product on a shelf (for example, your product).

                      There are many possibilities because these are the eyes of a computer through which it sees this world.

                        One powerful way to use it is face tracking.

                        For example, you can analyze potential borrowers at the bank or face skin changes and recommend the appropriate skin care product.

                        Deep Learning

                        Deep learning is a subtype of machine learning which uses artificial neural networks to mimic the structure of the human brain.

                        Often powered by cloud computing, deep learning algorithms have only recently become a workable solution thanks to the rapid evolution of new hardware.

                          The good thing about deep learning is that it goes above and beyond traditional artificial intelligence and machine learning.

                          It's overkill in a lot of cases, but from a business perspective, it's a robust solution when you're creating and processing huge amounts of data.

                          Case Studies

                          Background Remove AI Tool

                          Recognition of objects in images or How to remove background in 15 seconds?

                          See Full Case Study
                          Background Remove AI Tool

                          Voice Recognition System

                          Language-specific, industry-specific, encoding-specific voice recognition system.

                          See Full Case Study
                          Voice Recognition System

                          AI Case Study

                          Intelligent video monitoring system that knows what should be seen by the camera and raises an alarm when something seems off.

                          See Full Case Study
                          AI Case Study

                          Blockchain Case Study - Invluencer

                          Invluencer is a solution that will help investors enter the venture capital arena safely and correctly.

                          See Full Case Study
                          Blockchain Case Study - Invluencer

                          Blockchain Case Study - Imperium

                          Imperium is an easy-to-use investment tool that provides simplicity, security, ownership and permanent exposure to the top cryptocurrencies.

                          See Full Case Study
                          Blockchain Case Study - imperium

                          Tiaki

                          Read more about how we set up an automated alert system for an SEO tool to manage your clients' websites, social media, and marketing campaigns.

                          See Full Case Study
                          Tiaki

                          Gotta Hunch

                          The gambling application app allows you to make a daily news prediction. Both iPhone and Android apps were completely designed and developed.

                          See Full Case Study
                          Gotta Hunch

                          iNET Guardian

                          Zfort team created an app for parents that gives quick and easy access to their kids' activities, allowing kids to surf the Internet safely and securely.

                          See Full Case Study
                          iNET Guardian

                          Magento 2 Store

                          The created Magento 2 Commerce store handles a vast number of combinations of different products. The website is generating significant profits, and gets positive customer feedback on their online shopping experience.

                          See Full Case Study
                          Magento 2 Store

                          Online IO

                          A revolutionary Ethereum-based cryptocurrency with tokens generated by the amount of time a user spends on a website.

                          See Full Case Study
                          Online IO

                          Ryde

                          The development team has updated the existing iPhone applications for the fitness boutique chain. The app provides ease of use for customers and a competitive edge in the market.

                          See Full Case Study
                          Ryde

                          Scrapo

                          The marketplace is designed for both web and mobile applications. Sellers and buyers can post a listing, get the best price, conclude deals directly from the phone anywhere in the world.

                          See Full Case Study
                          Scrapo

                          Smooch

                          Our team completely redesigned and rebuilt both front-end and back-end of the platform to make it a suitable place to meet and match people. We also realized the iOS mobile app.

                          See Full Case Study
                          Smooch

                          Beyond

                          The main goal was to upgrade the WP website and add some features, provide a preliminary savings quote with a solar system installation and inform them about the solar panels' services.

                          See Full Case Study
                          Beyond

                          We Are Happy to Listen

                          Tell us about your project to get the ball rolling

                          Improve your Business by implementing efficient machine learning models.

                          Would you like to eliminate the pain points of your business operations? We develop end-to-end machine learning solutions. Let's talk.
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