Data Science Group (DSG) combines mathematical, statistical, computer science, information technology, and soft skills to tease insights from enterprise data and build AI driven solutions to real-world problems – developing models that allow in-depth information assessment and lead to the generation of highly valuable predictions. We are a multidisciplinary team of seasoned experts active both in the academic world and the industry. We work with leading companies across diverse domains: ad-tech, credit scoring, fin-tech, hi-tech, banking, finance, and others.READ MORE
unique methodology for rapid data science project development
Collaborating with business stakeholders throughout the project
Engaging a multidisciplinary team with expertise in varied technologies, data, and tools
Developing models with comprehensive documentation
Dynamically adapting to changes over the course of the project
We aim to address the challenges of data science using a unique methodology based on concrete practical experience gained from numerous data science projects in diverse domains
We provide a unique combination of specialties, with experts and researchers from different fields, each with an extensive academic background, hands-on practical orientation, and many years of experience in the industry.
Formulating business problem concisely in terms of KPI and measurable metrics, involving business stakeholders at every stage of the process.
Research and rigor exploration of the problem domain in cutting-edge scientific publications. Being experts and researchers from different fields each with an extensive academic background and hands-on practical orientation allows for bridging the gap between scholars and practitioners.
Conducting tasks associated with exploratory data analysis which combine basic descriptive statistics with more advanced techniques of feature engineering and data cleaning.
Developing models from inception and conceptualization to proof of concept, to production stage using a variety of novel and state-of-the-art machine learning and data science algorithms.
Ongoing maintenance and adaptation of the model as the environment changes over time, as models tend to erode silently.
"We strongly recommend DSG! We approached DSG with a highly time-sensitive problem and severe algorithmic debt. DSG initiated an agile study and – within a few weeks – presented us with a number of promising research directions, which were later implemented and deployed into our system. DSG's R&D team was fully transparent, working and collaborating with our product and back-end teams – while releasing code versions and updates continuously. Eventually, DSG carried out a hand-over to our algorithms team and continued to support our team until no further aid was needed. Thank you DSG for solving the problem so quickly and effectively – it’s been a real pleasure working with you."
“Data Science Group provided us with clear and thoughtful support for our data mining products that was tactical in nature and executable by our team given the deadlines. They assisted us in selecting the right settings and algorithms for the task at hand, and most importantly conducted a complete knowledge transfer session with our developers.”
“The Data Science Group provided us a framework for a classification model aiming to enable automatic video categorization given predefined taxonomy. They managed to develop a model and API based on Deep Learning algorithms which helped in classifying video images with an overall accuracy above 80%.”.
“...3M Electronic Monitoring is exploring the usage of analytics and predictive methods to help our customers (typically government departments) to achieve deeper insights... Dr. Elan Sasson has provided us a great eye-opening and educational training and kick-start to the entire R&D organization, including theory, practical tools and live examples. The feedback from the audience was excellent and I hope to work with him again in the future.”
"I would really like to thank you for the “Introduction to Data Science” course you gave us recently at Intel. Your course is very Professional, Built in the right flow and allows all kind of users to talk in the same language. It combines all the Theory, basic math behind it, Usage Examples and Python Practical hands-on. The trainees gave a great feedback and really enjoyed the course and the lecturer. I highly recommend the course and really happy I’ve chosen you over other choices I had!"
“ When building up our P2P credit scoring platform, Data Science Group helped us build predictive models and explore data mining algorithms. We received high quality and well-managed data science professional services ”