Anomaly Detection with MIDAS Anomaly Detection has become one of the most useful machine learning tools of the past five years. It can be used from fraud to quality control. Is it possible to isolate fraudsters in online review websites? Can fraudulent financial transactions be detected as they occur? Can live sensor data inform about… Continue reading Preventing Fraud with Anomaly Detection
Tag: AI & Machine Learning
The Way To Use Dynamic Pricing in eCommerce
As eCommerce continues to grow, retailers are seeing more competitive pressure. Whether it is keeping up with product quality, delivery expectations, or margins, eCommerce is becoming more challenging. With all of these different problems, you might feel overwhelmed. The solution? Focus on business fundamentals like margins and pricing. The Margin Problem In eCommerce In eCommerce… Continue reading The Way To Use Dynamic Pricing in eCommerce
Deploying dbt on Databricks Simplifies Data Transformation Even More
Simple is powerful. This is the unofficial motto behind dbt, which stands for Data Build Tool. With the complex problems that arise in the implementation of new technologies, a proper study of data always leads to statistical solutions. As data analysts and engineers, we seek affordable tools that get the job done without much sophistication. Dbt is… Continue reading Deploying dbt on Databricks Simplifies Data Transformation Even More
Build and Deploy ML Models Through SQL with Amazon Sagemaker Autopilot and Snowflake
Machine Learning brings unlimited innovative opportunities to work with data. Whether planning to build the next revolutionary virtual assistant or social media network, you’ll always work with data in transformative ways. However, the complex environment of ML technology requires a solid infrastructure, multiple software packages, and specialized engineers who can build and maintain it. For… Continue reading Build and Deploy ML Models Through SQL with Amazon Sagemaker Autopilot and Snowflake
Quick Wins In Real Estate With Automation
The real estate industry is changing rapidly. In 2019, more than 5.5 million existing homes were sold in the United States, and more activity is moving online. According to the National Association of Realtors (NAR), 50% of all buyers found the home they purchased on the Internet. While the Internet has changed some aspects of the process,… Continue reading Quick Wins In Real Estate With Automation
Bold NLP and OCR: Use Cases
Last time we’ve covered some boring machine learning use cases, showing how algorithms can leverage data and solve tasks in an automated manner. Today we take a closer look at two machine learning disciplines that enable advanced automation: Natural Language Processing and Optical Character Recognition. Natural Language Processing NLP is an umbrella term defining all (machine learning)… Continue reading Bold NLP and OCR: Use Cases
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