datastack Inc. data-driven business foresight Data Science-as-a-Service datastack brings its pioneering work in advanced data analytics and visualization techniques to help businesses analyze and interpret complex data sets. It does this with full consideration for data privacy enabling organizations to gain deep insight into their data in order to achieve foresight in their businesses. The emergence of data science and analytics is impacting the entire I & IT ecosystem, from the way how applications are developed to how and where data are stored. Data science is now a crucial in research and industry, aiding scientific development, government programs, finance, health care, manufacturing, education, and more. Technology is available to help you to start exploiting your data through data science with insight from datastack Inc. Our members include data science experts, with business insights to transform clients’ data into decisions and actions. Our approach is designed to provide businesses with information quickly by exploring the data set to reveal the not so obvious and unknown. It involves understanding the business and asking the right questions of the data, in the right way, and with the right tools. Service Approach: Transforming Data into Knowledge • • • • • • • • • Understand the business and associated privacy and information security of its data analytics. Connect to the data (even if its distributed and unstructured) Analyze the data (Ensure privacy is maintained and data remain secure) Discover data structures, classifications, patterns and analytical content. Extracting information from the data, using advanced algorithms (Clustering, Regression, NN, LVQ, SOM, kMeans, etc.) Discover the unknown-unknowns with visualization and pattern discovery Obtain Predictable and Actionable insights Communicate business insights with advanced visualization techniques Enable business decisions with confidence Figure 1: Vendor Solution Analysis visualization example (Mirza Kamaludeen, 2011, using R) Service Benefits: Agility, Performance, and Accuracy Data science offers government and business exciting new opportunities to drive innovation and business success—if organizations can take full advantage of its potential. datastack Inc. work with clients to realize their vision by showing what data science can do for them. Whether they are just starting out in data science or further along in the journey, datastack Inc. will help you develop the data science capabilities that are right for you. We bring specialist-level of technical expertise along with modern tools and technologies to you. • • • • • • • Data privacy with a Privacy by Design (PbD) compliant practise Enable better, faster and cheaper data analytics Deliver results with speed and integrity Flexible and Agile techniques Address inaccuracy in data, data preparation: data cleaning, dealing with missing data Simplified data exploration with visualization Provide data insight and business foresight datastack Inc. 8-1550 Yorkton Court, Burlington ON, L7P 5B7 +1 289 348 1530, [email protected] www.datastack.ca datastack Inc. data-driven business foresight Data Sciences Accelerated Data Sciences do a lot more than just providing insight into data, they also provide foresight into the business. Mirza Kamaludeen, PhD, 2014 Service Features: Iterative and Insightful datastack uses modern technologies and techniques in data science (such as Apache Mahout) to analyze data in order to extract accurate information. These include       Distributed and complex data analysis Structure and unstructured data analysis Privacy-aware analytical solutions Homomorphic encryption Advance explicit and implicit relations visualization (EdgeMaps) Elastic Hierarchy with node link Classification:  Naïve Bayes  HMM  Logistic Regression Clustering:  Fuzzy k-means Clustering  K-means Clustering  Canopy  Streaming Means  Spectral Clustering Collaborative Filtering Dimension Reduction  SVD & SSVD  Robust Matrix Decomposition Figure 2: Pattern visualization example Often there are too much data to analyze, in multiple locations to review effectively. datastack can help reformat that data using today’s technology, present it visually it in new ways to remove frustrations, inaccuracy and information noise. datastack data-visualization can help businesses and public sector agencies, get a better understanding of their data. These visualization can be incorporated into reports and presentations to:     Communicate complex ideas, relationships and trends in your business data Display associations for exploratory information gathering Tap into your data in ways that were previously out of reach Recognize new correlations and trends in data to improve business performance and outcomes. datastack inc. 8-1550 Yorkton Court, Burlington ON, L7P 5B7 [email protected] www.datastack.ca +1 289 348 1530 | Page 2