DS Vantage - 4-Wk Implementation

The DS Vantage 4 week implementation focuses on establishing a green field data science lab along with basic services to assist the customer in driving productive use of the Microsoft Azure-based solution across data engineers and data scientists. Highlights from this offering include:

• Harness data sourced from online networks, web pages, audio and video devices, social media, logs and many other sources to uncover insights and patterns
• Refine and tune machine learning models to boost prediction accuracy
• Deliver big data solutions that can encompass “lift and shift” and “cloud-native” implementation models
• Enable operational agility with enhanced telemetry analysis
• Move beyond understanding “what happened” to “how can we achieve the best possible outcome”

Deliverables

Week 1

• Understand the business problem and existing systems to form functional and technical guidelines
• Evaluate opportunities for advanced analytics to drive value to clients’ business
• Identify current process, data source and sink to integrate analytical models
• Suggest best practices and architectural design to initiate data science solutions with Azure resources

Week 2

• Setup Azure Databricks and/or Machine Learning Service
• Initiate data science pilot project through data discovery
• Provision Azure DevOps

Week 3

• Develop data science pilot project using advanced analytics and machine learning techniques
• Demonstrate potential business impacts

Week 4

• Setup Azure DevOps pipelines and release management
• Setup deployment and version control for Data Science models
• Provide development best practices and operational guidelines