Data Lakes

EPSOFT TECHNOLOGIES FOUR AREAS OF EXPERTISE

EPSoft Technologies has become nationally recognized for helping Fortune 500 companies turn data into value without the hassle of managing complex infrastructure, systems, and tools. From implementation to data migration to tuning and optimization to data engineering and advanced analytics, the EPSoft Technologies Professional Services team will work with you every step of the way. Our clients cite these reasons for choosing to work with us:

  • EPSoft Technologies employs the best and brightest data scientists in the big data industry
  • We have consultants who worked on more than 4 Data Lake Implementations
  • They have extensive backgrounds in statistics and over 100 years of practical experience in quantitative methods
  • EPSoft Technologies augments its in-house expertise by collaborating with industry experts and certified service providers to ensure you get the best Hadoop experience
  • We are experts in statistical analysis such as traditional regression, logistic regression, multinomial logistic regression, probit regression, time series analysis survival analysis, discriminant analysis, multivariate adaptive regression splines, globally-optimal classification tree analysis, geospatial predictive modeling, and discrete choice models
  • We are experts in statistical programming languages such as SAS, R, SPSS, STATA, and access
  • Our fees usually pale in comparison to the savings and/or additional profits that our work produces for our clients
  • Over 90% of our clients request our assistance more than once, as our clients are almost universally happy with our different brand of consulting
  • We are more reasonably priced than most other consultants offering big data consulting
  • We offer personalized, comprehensive, and friendly support during and after your consultation with us
  • We offer ultra-fast turnaround times

THE BEST AND BRIGHTEST DATA SCIENTISTS
EPSoft Technologies employs the best and brightest data scientists in the big data industry.
EXTENSIVE BACKGROUNDS IN STATISTICS
They have extensive backgrounds in statistics and over 100 years of practical experience in quantitative methods.
THE BEST HADOOP EXPERIENCE
EPSoft Technologies augments its in-house expertise by collaborating with industry experts and certified service providers to ensure you get the best Hadoop experience.
data-factory-diagram
We are happy to provide the help you need at any or all of the following steps in earning the data-based answers your request:

  • Assessing your business needs
  • Defining the business case
  • Setting the strategic rationale for a company’s analytics journey
  • Creating advanced algorithms
  • Establishing methodologies for efficiently accessing, classifying, assessing and prioritizing data
  • Deploying analytical models for business users to incorporate into routine business operations
  • Collaborating with the IT organization to facilitate model deployment
  • Testing model accuracy
  • Maintaining analytical models so that they retain their accuracy
  • Determining which data to collect, and having a sound rationale for doing so
  • Identifying the best way to transform and structure raw data
  • Inputting, organizing, and cleaning the data
  • Exploring large data sets in real-time
  • Developing advanced analytics strategies
  • Bringing analytical rigor through the expertise of our team, which can support a multitude of analyses, including predictive modeling, customer segmentation, experimental design, pricing optimization and more
  • Deploying advanced analytics for decision support
  • De-mystifying and simplifying analytics for business users
  • Implementing advanced analytics algorithms
  • Identifying the analytics use cases that present the highest value opportunities
  • Finding hidden patterns with advanced analytics algorithms
  • Visualizing and reporting results
  • Deriving business insight from the data
  • Monetizing business insight
  • Institutionalizing an analytics culture and associated behaviors among business users
  • Helping clients build the advanced analytics organization and capabilities required to execute strategies
  • Managing the ongoing storage and computing requirements associated with the ever-growing volume of data
  • Allowing unlimited e-mail and phone support
  • Supporting until the project is complete

Our approach to big data analytics insights offers you:

  • Enhanced decision making by assessing the likely outcomes of alternatives
  • More accurate forecasting and planning
  • Insight into patterns that improve customer satisfaction and sales
  • Dynamic, potentially automated decision making
  • Earlier identification of risks and other critical factors

ADVANCED ANALYTICS

data-lake-diagram

  • Use Case Discovery

As part of our Advanced Analytical services, we will send a Data Scientist to your site who will conduct a use case discovery session in order to gain a clear understanding of business priorities as well as existing workflows/data sources available for analytics. From there, we will identify use cases and will create a roadmap for big data development and training so that you can become self-sufficient

  • Statistical Methods

We can work with SQL, Python, Scala, Java, and R – with a wide range of advanced analytics algorithms. We can be instantly productive with real-time analysis of large-scale datasets on topics ranging from user behavior to customer funnel. We can easily publish these results and complex visualizations. We can design and perform the required statistical analyses. We bring analytical rigor to the expertise of our team, which can support a multitude of analyses, including:

  • Predictive Modeling
  • Customer Segmentation
  • Experimental Design
  • Pricing Optimization

We can design and perform the required statistical analyses.  Here is a sample of some of the analytical tools with which we are familiar:

  • Traditional Regression
  • Logistic Regression
  • Multinomial Logistic Regression
  • Probit Regression
  • Time Series Analysis
  • Survival Analysis
  • Discriminant Analysis
  • Multivariate Adaptive Regression Splines,
  • Globally-Optimal Classification Tree Analysis
  • Geospatial Predictive Modeling
  • Discrete Choice Models

We have expertise in virtually every statistical software package, including but not limited to:

  • SAS
  • R
  • SPSS
  • Stata
  • Access

We can assess key aspects of your big data analytics environment, such as data inventory, accessibility, data quality, coverage, accuracy, and automation.