Videos

Teradata migration with dbt based automated testing

SpringML shares a simplified way to migrate your database from Teradata to Snowflake. In this video, we demonstrate a 3 step migration process from translating queries, creating transformation views, validating the data, and finally verifying their performance. We leverage Google’s cloud run by creating models and applying them to a chosen database, while also running tests …

Teradata migration with dbt based automated testing Read More »

Teradata migration with dbt based automated testing

Streamlit based app to generate insights and anomalies in data

Get to know your data through historical descriptive analysis. Identify interesting insights and anomalies in the data sets. In this video, SpringML leverages Snowflake along with Google’s Cloud Run product to deploy the Streamlit-based application that automates the coding and visualization processes without the need for data aggregation. Here we have a use case of cricket …

Streamlit based app to generate insights and anomalies in data Read More »

Streamlit based app to generate insights and anomalies in data

ML driven price optimization with what-if analysis

Price optimization enables retailers to draw smart insights from their customer data and never miss a business opportunity. In this video, SpringML demonstrates the process to optimize the prices of products by leveraging the Google Looker dashboard powered by Snowflake. We also provide a step-by-step demonstration of an operationalized model that results in clearing out inventory …

ML driven price optimization with what-if analysis Read More »

ML driven price optimization with what-if analysis

Slack-First Analytics: Combining the Power of Slack and Tableau

Integration of Tableau and Slack makes it smooth to disseminate and notify your coworkers in real-time of relevant updates and interactions with your tableau workbooks. In this video, we explore the features made available in Tableau’s 2021.3 version and how it integrates with Slack. We also demonstrate the process of creating published data sources and setting …

Slack-First Analytics: Combining the Power of Slack and Tableau Read More »

Slack-First-Analytics-Combining-the-Power-of-Slack-and-Tableau-Video

Converting Teradata BTEQ/SQL queries to BigQuery SQL dialect through Batch Translation Service

Manually migrating and converting existing SQL queries to BigQuery SQL dialects takes up a lot of effort. In our recent video, Onkar Kumar, Data Engineer at SpringML, demonstrates how the translation of the on-prem Teradata SQL scripts to BigQuery-compliant SQLs can be effortlessly and efficiently done using the Google Cloud BigQuery Batch SQL Translator service. He …

Converting Teradata BTEQ/SQL queries to BigQuery SQL dialect through Batch Translation Service Read More »

converting teradata

Data Migration from Teradata to BigQuery

On-premise Teradata causes a lot of challenges, such as data latencies, high operational, depreciation, and maintenance costs, and complex disaster recovery plans. In this video, Bindu Haritha, Senior Data Engineer at SpringML, walks us through the migration of data from Teradata to Bigquery leveraging Data Transfer service including the prerequisites required for running the schema/data transfer …

Data Migration from Teradata to BigQuery Read More »

Data Migration from Teradata to BigQuery

Data validation of data warehouse and database migrations through Data Validator Tool (DVT)

The ETL pipeline processes can now provide a seamless and automated validation with the integration of Google's Data Validation tool. In our recent video, Badari Garapati, Technical Director at SpringML, demonstrates how Google's Data Validation tool (DVT), acts as a standardized solution that helps in validating newly migrated data in Google Cloud against the existing data …

Data validation of data warehouse and database migrations through Data Validator Tool (DVT) Read More »

Data validation of data warehouse and database migrations through Data Validator Tool (DVT)

Creating security alerts using log-alerting Terraform module

Security alerts are essential for monitoring systems built on any cloud. In this video, Sukruth Ananth, Senior Data Engineer at SpringML, discusses a log-alerting terraform module to deploy an alerting solution. He also explains the log alerting sub-module architecture and demonstrates the steps from creating a cloud scheduler to finally checking new events in the security …

Creating security alerts using log-alerting Terraform module Read More »

creating_security_log_alerting