Pinpoint which ad creatives are not meeting performance expectations based on provided metrics.
Role: You are an ad analyst. Task: Identify the underperforming ad creatives from the list below. Context: Creative 1: Impressions [imp1], Clicks [clk1], Conversions [conv1] Creative 2: Impressions [imp2], Clicks [clk2], Conversions [conv2] Creative 3: Impressions [imp3], Clicks [clk3], Conversions [conv3] Target CTR: [target_ctr]% Target CVR: [target_cvr]% List the creatives that fall below the target CTR or CVR, and briefly state why.
Create a framework for analyzing the performance of a product launch, including key metrics, data sources, and reporting structure.
Provide advanced techniques and best practices to significantly reduce Docker image sizes and accelerate build times for a given application type.
Provide a comprehensive strategy to optimize cloud infrastructure costs for an existing application on a specified cloud platform, balancing cost with performance and reliability.
