News & Articles

Our articles on Analytics, Growth & Tech

Check out our blogs, and gain the latest insights on Tech, Marketing and other topics.

Latest Articles

What is an Anomaly?

My anomaly detection algorithm should consider seasonalities – daily, weekly, monthly, holidays etc. Let’s say 60% of my weekly sales happen over

Sachin Bansal
Tech
20
 min read

Anomaly Detection: Business metrics vs. Technical metrics

In my previous post What is an Anomaly, we looked at why it is not simple to define what is normal for a metric.

Sachin Bansal
Tech
15
 min read

Root Cause Analysis – a story

After having spent an entire day investigating, I wonder if there’s an easier and faster way to do this. Fortunately, it didn’t turn out to be an issue this time.

Sachin Bansal
Tech
10
 min read

Why Anomaly Detection at Scale is Hard, Expensive and Noisy

Now you probably agree with me that anomaly detection at scale is expensive and noisy. But there’s a solution to this problem.

Sachin Bansal
Tech
15
 min read

Anomaly Detection with Low Quality Data

Say you monitor metrics on a daily basis and have daily anomaly detection jobs. These anomaly detection jobs run every day at 4am. These jobs pull data from your data warehouse.

Sachin Bansal
Tech
4
 min read

What is Time-lagged Lineage of Metrics?

Say you work for a financial services company in the lending business. You receive loan applications that you process in exactly 2 days. Now let’s look at your approval ratio.

Sachin Bansal
Tech
9
 min read

Is Search-driven Analytics really about Search?

Say you want to search “augmented analytics”. You go to Google, enter “augmented analytics” and Search.

Sachin Bansal
Tech
4
 min read

How to reduce Customer Churn via Anomaly detection?

A few years ago, I helped an Indian payments company build its data platform.

Sachin Bansal
Tech
13
 min read

The 1% Rule

Biz: We don’t have data. The tech team has spent significant time and money on democratizing data. They have built a self-serve data platform.

Sachin Bansal
Marketing
7
 min read
Thanks for joining our newsletter.
Oops! Something went wrong.