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DATA SCIENCE SERVICES

Discover and leverage insights that drive business through extensive data science capabilities and expedite growth

Harness the Power of Data Science Consulting Services & Solutions

In this competitive world, businesses are being driven by machine learning and data science to achieve competitive advantage and many a times formulate survival tactics. As businesses continue to adapt efficient competitive strategies to outrun their competition, two major features that lie at the core of this transition have been identified as: enhancement of automation of data processes and delivery of instantaneous analytics solutions. SG Analytics’ data science consulting services enables our clients in the US frame complex business problems in terms of operations or machine learning research problems to discover advanced data science solutions. We specialize in helping businesses gain a strategic advantage by utilizing latest data technologies to solve business problems. 

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Why SGA?

INDUSTRIES WE SERVE

BFSI

BFSI
TECHNOLOGY

TECHNOLOGY
MEDIA & ENTERTAINMENT

MEDIA & ENTERTAINMENT

Predictive Analytics

Helping our clients in the US embrace digital transformation through predictive data analytics & automated learning services. Empowering businesses to become proactive, future trends seeking, experts in predicting outcome & behaviour based on data with predictive analytics.

  • Model building: Recognize patterns and predict outcomes with advanced and predictive analytics by combining complex statistical models, data mining techniques and sophisticated machine learning tools
  • Choice of the models: Constantly striving to discover new ways to enhance predictions and extract the most actionable insights
  • Customizable Solutions: Advanced data analytics solutions tailored to align with clients’ specific demands and the nature of their data
  • Scalable Results: Progressive predictive analytics consulting solutions enable businesses to operationalize, helping in consistent business growth
    • CLIENT EXAMPLE

Machine Learning

SG Analytics’ data science services help developing custom solutions based on open source or proprietary algorithms/frameworks that perform data processing and execute sophisticated algorithms on cloud and edge.

  • Machine Learning Services: Use tools and technologies to build, train, validate, optimize, deploy and test machine learning models
  • Experience: Machine learning which is supervised/semi-supervised/unsupervised on structured and unstructured data
  • ML Deployment: Tools such as TensorBoard, What-If, ML Perf, TensorFlow Playground, etc. are used for model deployment and performance testing
  • ML as a service (MLaaS): Amazon ML and Amazon SageMaker
  • Development: Use frameworks such as TensorFlow, SparkML, OpenCV and languages like Python to build, train, optimize and validate models
    • CLIENT EXAMPLE

Forecasting

As one of the leading data science consulting firms, we enable our clients to leverage innovative tools and techniques by providing intelligent forecasting techniques that empower them to drive digital transformation in their organization.

  • Helping companies with our intelligent forecasting services to adopt a well-defined course of action and set a goal that boosts the overall organization’s growth
  • Re-invent planning to gain competitive advantage with Knowledge‐based techniques, decision‐support, and accuracy
  • Facilitating accurate managerial decisions on material, personnel, sales and other requirements with our intelligent forecasting services. Leverage our logical basis for planning and determining in advance the nature of future business operations
  • Discover the real internal and external drivers of business value and enhance budget and forecast accuracy & confidence
  • Connect business decisions with profitability and set data-driven financial targets with predictive modelling and external signals

Text Analytics

SG Analytics’ text analysis solutions help identify value hidden in the text. Advanced data science services help identify and extract valuable information from online reviews, emails, survey results, tweets, notes from feedback forums, and other types of written feedback to devise meaningful insights for your customers and understand their feedback about your products or services.

  • Gain consumer insights: Decipher the hidden meaning behind the text with our text analytics services. Helping organizations discover patterns and themes, enabling them to understand customer behaviour, perceptions, their wants, and needs
  • Content enrichment: Enhance content with our text analytics techniques. Enabling you with a scalable layer to tag, organize, and summarize the ready to use content for boosting the reach
  • Text analytics services: Sentiment analysis, Document classification, Entity extraction, Themes discovery, Text classification
  • Aggregate and analyse hundreds of textual data records with an engine that is made by combining the power of Artificial Intelligence through NLP and NLG and create simple and easy-to-understand written summaries of the data

Optimization

Popularly known as prescriptive analytics, mathematical optimization is a very powerful technology which enables us to resolve complex business problems and planning puzzles. As a mathematical process, optimization is searching for the most appropriate decision (usually highest ROI, or lowest spend) for a specific business problem that is defined within a set of constraints.

  • Find the best solutions (that maximize or minimize) the objective by using optimization solvers and algorithms. For this, known & unknown (forecasts or predictions) input variables are taken, including defined constraints and objectives, keeping in mind the business constraints
  • Identify possible solutions which provide the best overall results from various solutions
  • in a list by using “What if “ simulators, enabling the process of comparative scenario analysis
  • Optimize resources to enable resource usage at an optimal level (people, raw material, equipment, financial) which is required to produce a product or service to improve operations
  • Enhance existing optimization models with ML as one new input can help your optimal model derive the best plan
  • Formulate a new plan & survive in a changing environment by improving estimates through assessment of machine learning driven probabilities and predictions

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