Anais Dotis-Georgiou

Conf42 Speaker profile

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Conf42: Machine Learning 2024

Using Quix, Hugging Face, and InfluxDB for Anomaly Detection and Forecasting

In this talk, we will learn about how to build a data streaming pipeline that performs anomaly detection (Keras Autoencoders) and forecasting (Holt Winters) of generator data with Quix, Hugging Face, and InfluxDB.

Anais Dotis-Georgiou

InfluxData

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Conf42: Golang 2024

Leveraging the Apache Flight Go Client and InfluxDB

In this talk, we will learn about the advantages of Apache Arrow and Arrow Flight as a data format and framework for transport of large datasets. Then we'll learn how to leverage the Arrow Flight Go Client to build an InfluxDB Go Client and use it.

Anais Dotis-Georgiou

InfluxData

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Conf42: Python 2024

Leveraging the Apache Flight Python Client and InfluxDB

In this talk, we will learn about the advantages of Apache Arrow and Arrow Flight as a data format and framework for transporting large datasets. Then, we'll explore how to leverage the Arrow Flight Python Client to build an InfluxDB Python Client, work with Pandas and InfluxDB, and create a CLI.

Anais Dotis-Georgiou

InfluxData

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Conf42: Python 2023

Time series database: Should I use one in my application architecture?

Why do you need a specialized database for time-series data? How do I know if a time series database is right for my application? These are questions on top of every developer's mind when building their applications architecture for time series data, and this presentation, we'll help answer them for you.

Anais Dotis-Georgiou

InfluxData

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Conf42: Python 2023

Building an IoT Monitoring App with InfluxDB, Python, and Flask with Edge to cloud replication

The Internet of Things (IoT) is increasingly driven by sensor data, with devices taking measured actions based on everything from wind speed and direction, vital body functions, illumination intensity, and temperature. Learn how to build a functional IoT monitoring application built on InfluxDB.

Anais Dotis-Georgiou

InfluxData

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