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Getindata Blog

A company with multi-year experience in Big Data projects.

LLMOps — The Journey from Demos to Production-Ready GenAI Systems

LLMOps — The Journey from Demos to Production-Ready GenAI Systems

Introduction
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GetInData | Part of Xebia TechTeam
Dec 31, 2024
Play Case: Migrating a Petabyte Hadoop Cluster to Kubernetes Using Open Source.

Play Case: Migrating a Petabyte Hadoop Cluster to Kubernetes Using Open Source.

Can you build a data platform that offers scalability, reliability, ease of management and deployment that will allow multiple teams to…
Go to the profile of GetInData | Part of Xebia TechTeam
GetInData | Part of Xebia TechTeam
Nov 25, 2024
Data Design Pattern: Medallion Architecture — is it really a new way of doing things?

Data Design Pattern: Medallion Architecture — is it really a new way of doing things?

In this blog post, you will learn what medallion architecture is, the characteristics of each layer of this pattern and how it differs…
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GetInData | Part of Xebia TechTeam
Nov 18, 2024
dbt Semantic Layer — implementation

dbt Semantic Layer — implementation

Introduction
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GetInData | Part of Xebia TechTeam
Oct 28, 2024
Real-Time Data Revolution: How Bank Millennium Transformed Customer Engagement and Fraud Prevention

Real-Time Data Revolution: How Bank Millennium Transformed Customer Engagement and Fraud Prevention

The rapid growth of electronic customer contact channels has led to an explosion of data, both financial and behavioral, generated in…
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GetInData | Part of Xebia TechTeam
Oct 20, 2024
dbt Semantic Layer — What Is and How to Use

dbt Semantic Layer — What Is and How to Use

Introduction
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GetInData | Part of Xebia TechTeam
Oct 13, 2024
Expanding Horizons: How Google Cloud Composer Facilitates On-Prem Data Platform Migration to the…

Expanding Horizons: How Google Cloud Composer Facilitates On-Prem Data Platform Migration to the…

Today’s fast-paced business environment requires companies to migrate their data infrastructure from on-premises centers to the cloud for…
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GetInData | Part of Xebia TechTeam
Sep 19, 2024
Real-time Analytics: architecture, technologies and example implementation in e-commerce

Real-time Analytics: architecture, technologies and example implementation in e-commerce

Real-time analytics are all processes of collecting, transforming, enriching, cleaning and analyzing data to provide immediate insights and…
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GetInData | Part of Xebia TechTeam
Aug 9, 2024
How to predict Subscription Churn: key elements of building a churn model

How to predict Subscription Churn: key elements of building a churn model

Despite the era of GenAI hype, classical machine learning is still alive! Personally, I used to use ChatGPT (e.g. for idea generation)…
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GetInData | Part of Xebia TechTeam
Jul 29, 2024
Data Democratization: Power Your Organizations with Data Accessibility

Data Democratization: Power Your Organizations with Data Accessibility

In today’s digital age, data reigns supreme as the lifeblood of organizations across industries. From enabling informed decision-making to…
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GetInData | Part of Xebia TechTeam
Feb 12, 2024
If LLM’s did not exist. ML innovations in 2023 from a data scientist’s perspective

If LLM’s did not exist. ML innovations in 2023 from a data scientist’s perspective

The year 2023 has definitely been dominated by LLM’s (Large Language Models)and generative models. Whether you are a researcher, data…
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GetInData | Part of Xebia TechTeam
Jan 29, 2024
7 reasons to invest in real-time streaming analytics based on Apache Flink.

7 reasons to invest in real-time streaming analytics based on Apache Flink.

In November, I had the pleasure of performing at the latest Flink Forward event organized by Ververica in Seattle. Having been a part of…
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GetInData | Part of Xebia TechTeam
Jan 9, 2024
Why is streaming data and real-time AI critical in telecom?

Why is streaming data and real-time AI critical in telecom?

In an era where connectivity is the lifeblood of our digital world, the telecom industry stands at the forefront of technological…
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GetInData | Part of Xebia TechTeam
Jan 2, 2024
Data & analytics at Acast, AI & trends in the podcasting industry

Data & analytics at Acast, AI & trends in the podcasting industry

In this episode of the RadioData Podcast, Adama Kawa talks with Jonas Björk from Acast. Mentioned topics include: analytics use cases…
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GetInData | Part of Xebia TechTeam
Dec 21, 2023
Kedro Dynamic Pipelines

Kedro Dynamic Pipelines

“How can I generate Kedro pipelines dynamically?” — is one of the most commonly asked questions on Kedro Slack. I’m a member of Kedro’s…
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GetInData | Part of Xebia TechTeam
Dec 4, 2023
PyCaret and BigQueryML Inference Engine.

PyCaret and BigQueryML Inference Engine.

Streamlining ML Development: The Impact of Low-Code Platforms
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GetInData | Part of Xebia TechTeam
Nov 29, 2023
Nailing e-commerce: Black Friday’s data in near real-time analytics with Snowflake Dynamic Tables &…

Nailing e-commerce: Black Friday’s data in near real-time analytics with Snowflake Dynamic Tables &…

Black Friday or Black Week and the pre-Christmas period is the prime time of year for the e-commerce and retail industry. This means masses…
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GetInData | Part of Xebia TechTeam
Nov 23, 2023
Data Journey with Yetunde Dada & Ivan Danov (QuantumBlack) — Kedro (an open-source MLOps…

Data Journey with Yetunde Dada & Ivan Danov (QuantumBlack) — Kedro (an open-source MLOps…

In this episode of the RadioData Podcast, Adam Kawa talks with Yetunde Dada & Ivan Danov about QuantumBlack, Kedro, trends in the MLOps…
Go to the profile of GetInData | Part of Xebia TechTeam
GetInData | Part of Xebia TechTeam
Nov 13, 2023
Combining Kedro and Streamlit to build a simple LLM-based Reading Assistant

Combining Kedro and Streamlit to build a simple LLM-based Reading Assistant

Generative AI and Large Language Models are taking applied machine learning by storm, and there is no sign of a weakening of this trend…
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GetInData | Part of Xebia TechTeam
Oct 30, 2023
Extracting Flink Flame Graph data for offline analysis

Extracting Flink Flame Graph data for offline analysis

Introduction — what are Flame Graphs?
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GetInData | Part of Xebia TechTeam
Sep 12, 2023
Data Journey with Alessandro Romano (FREE NOW) — Dynamic pricing in a real-time app, technology…

Data Journey with Alessandro Romano (FREE NOW) — Dynamic pricing in a real-time app, technology…

In this episode of the RadioData Podcast, Adama Kawa talks with Alessandro Romano about FREE NOW use cases: data, techniques, signals and…
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GetInData | Part of Xebia TechTeam
Sep 4, 2023
Real-time Machine Learning: considerations based on Fraud Detection use case

Real-time Machine Learning: considerations based on Fraud Detection use case

When it comes to machine learning, most products are designed to work in batches, meaning they process data at fixed intervals rather than…
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GetInData | Part of Xebia TechTeam
Aug 28, 2023
dbt & Machine Learning? It is possible!

dbt & Machine Learning? It is possible!

In one of our recent blog posts Announcing the GetInData Modern Data Platform — a self-service solution for Analytics Engineers we shared…
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GetInData | Part of Xebia TechTeam
Aug 22, 2023
Deploy open source LLM in your private cluster with Hugging Face and GKE Autopilot

Deploy open source LLM in your private cluster with Hugging Face and GKE Autopilot

Deploying Language Model (LLMs) based applications can present numerous challenges, particularly when it comes to privacy, reliability and…
Go to the profile of GetInData | Part of Xebia TechTeam
GetInData | Part of Xebia TechTeam
Aug 16, 2023
Introduction to dbt Cloud — features, capabilities and limitations

Introduction to dbt Cloud — features, capabilities and limitations

dbt Cloud is a service that helps data analysts and engineers put their dbt deployments into production. As data-driven organizations…
Go to the profile of GetInData | Part of Xebia TechTeam
GetInData | Part of Xebia TechTeam
Aug 7, 2023
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