IS DATA-DRIVEN DECISION MAKING YOUR NEXT BUSINESS GOAL?
PLANNING TO ENGAGE IN BIG DATA ANALYTICS PROJECTS?
PLANNING TO DEVELOP DATA PRODUCTS FOR YOUR OWN START-UP COMPANY?
DOES YOUR DATA SCIENCE TEAM SEEK REINFORCEMENT IN CURRENT AND EVOLVING MACHINE-LEARNING ALGORITHMS?
KNOW OUR METHODOLOGIES AND TECHNOLOGIES
OUR APPROACH FOR CONDUCTING LARGE-SCALE DATA ANALYSISIS BASED ON APPROVED MODULAR AND PROJECT-DRIVEN METHODOLOGY WHICH INCLUDE
Creative problem formulation based on actual cases and business needs
Estimating the benefits and quality of each data source and conducting EDA (explanatory data analysis)
Pre-processing, data conversions, data transformations, outlier detection, feature selection and dimensionality reduction
Implementing data mining techniques and machine learning algorithms
Assessing results rigorously to gain confidence and measuring model performance and interoperability
WHEN THE WHOLE IS
GREATER THAN THE SUM...
WE WORK WITH LEADING COMPANIES ACROSS DIVERSE DOMAINS: AD-TECH, CREDIT SCORING, FIN-TECH, HI-TECH, BANKING, FINANCE AND OTHERS
TOPICS OF Expertise INCLUDE:
- Machine Learning
- Data Mining
- Statistical Analysis
- Deep Learning
- Social Network Analysis
- Text Mining
- Sentiment Analysis
- Graph Mining
- Applied Math
WHAT OUR CUSTOMERS SAY
“ 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 ”.
NIR SAGIV - CTO , Chief product manager
“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.”.
DROR BEN-ISHAY - CEO Intlock Web Analytics Solutions
“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%.”.
MICHAEL DRUKER - Managing Director of WeSEE Israel
“...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 highly recommend such a training for any organization which has decided to move forward into Big Data. ”.
KENNY KRUPNIK - Head of R&D at 3M Electronic Monitoring Ltd