Time Series Analysis with ARIMA: Part 3
Part 3: Cisco Use Case and Designing Your Own Time Series Problem This is a continuation of the Time Series Analysis Posts. Here, I will detail a Cisco use case utilizing time series analysis and ARIMA from part 1 and part 2 of the blog series. If you have not read those yet, feel free […]
Time Series Analysis with ARIMA: Part 2
This is a continuation of the Time Series Analysis posts. ARIMA stands for Autoregressive Integrated Moving Average. These models aim to describe the correlations in the data with each other. You can use these correlations to predict future values based on past observations and forecast errors.
Time Series Analysis with ARIMA: Part 1
PART 1: Introduction to Time Series At Cisco, our partners and clients want ways to track and monitor their Cisco routers, switches, and other such devices. An important avenue of my work as part of the Customer Experience Data Incubation Team is to help track device utilization over time. One such way to think about […]
Is Data Science a Pre-Requisite for AI? The Data Science & AI Hierarchy of Success
Is Data Science a universal prerequisite for AI initiatives? Cisco's Chief Data Evangelist, Jennifer Redmon, proposes AI and Data Science can and should be pursued simultaneously based on a common foundation.
Fostering a Data-Driven Culture: The Data Science & AI Hierarchy of Success
What role does culture play in the achievement of Data Science and AI-driven transformation and innovation? Cisco's Chief Data Evangelist, Jennifer Redmon, proposes that mindset, and ultimately, culture, are a critical foundation.
Data Evangelism: Oxymoron, Fluff, or Business Driver?
What is data evangelism's role in the enterprise? Cisco's Chief Data Evangelist shares her data-driven approach to bolster a data intelligent and data enabled enterprise.
A Welcomed Break – ‘Kidnapping’ Our Director for Lunch
This team shares how they 'kidnapped' their Director for lunch and why these moments are so important at Cisco.