Date: 08 October 2020 Topic: Getting Started with Azure Synapse Analytics Abstract: What started as Azure SQL Data Warehouse, has now evolved into an all-encompassing analytics development service. Microsoft took the power of the MPP database engine of SQL DW and added more powerful capabilities, full big data integration as well as an integrated authoring [...]
Date: 08 October 2020 Topic: Art of Feature Engineering- For Machine Learning Abstract: The most challenging area of machine learning are Data acquisition, Feature extraction, Feature Selection.Almost in all data science project, 80% of time people spend in Data acquisition and Feature engineering.There is no silver bullet to do feature engineering, We have several tools [...]
Date: 08 October 2020 Topic: Real Life Machine Learning projects – advanced linear regression considerations Abstract: I would like to show you the concept of linear regression in real life implementation. The algorithm is simple but has more advanced concepts like Lasso and Ridge regularization, model selection and R squared adjusted. This is easy to [...]
Date: 08 October 2020 Title: DPG Virtual Symposium Azure Analytics & Artificial Intelligence 2020 Welcome Note Speaker: Amit Bansal
Date: 08 May 2019 Title: Azure SQL: What to use when Abstract: In this session, you'll learn from a member of the Microsoft Product Group the different options for your SQL deployments in Azure. After this session, you should be able to: Articulate the key differentiators between SQL Server on-prem, in an Azure VM, in [...]
Date: 08 May 2019 Title: Persistent Memory and Hybrid Buffer Pool – The good, bad and ugly Abstract: SQL Server 2019 has a new feature called Hybrid Buffer Pool. The ability of placing database files into "Memory" that does not lose its content in case of a power outage. This session will explore how this [...]
Date: 08 May 2019 Title: SQL Titbits for the Inexperienced Abstract: This session is directed to you who have been using SQL left-handedly a year or so. You have learnt to write the basic queries, but there are still some gaps in your SQL knowledge, and overall SQL is a little confusing to you. This [...]
Date: 08 May 2019 Title: Design your backend APIs with Azure SQL Database and GraphQL Abstract: GraphQL is getting significant traction as an alternative to traditional REST APIs in developing flexible and efficient solution backends, thanks to the natural approach in expressing the shape and form of the data needed by your consuming layers. In [...]
Date: 08 May 2019 Title: Metadata Management: The Hero in Unleashing Enterprise Data’s Value Speaker: Arun Nagalingam (Product Advisor, Asia Pacific, erwin)
Date: 08 May 2019 Title: Top 5 Query Tuning Tricks Speaker: Amit Bansal (MVP, MCM, SQLMaestros)
