AWS Machine Learning Blog

MARCH 30, 2023

Since Steffen Baumgart took over as coach at FC Köln in 2021, the team has managed to lift themselves from the bottom and has established a steady position in the middle of the table. This allows for seamless communication of positional data and various outputs of Bundesliga Match Facts between containers in real time.

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AWS Machine Learning Machine Learning Apache Kafka 97

Pickl AI

NOVEMBER 4, 2024

Introduction Data Engineering is the backbone of the data-driven world, transforming raw data into actionable insights. As organisations increasingly rely on data to drive decision-making, understanding the fundamentals of Data Engineering becomes essential. The global data integration market was valued at USD 11.6

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Data Engineering Data Engineering Data Engineer Data Engineering 52

AWS Machine Learning Blog

MARCH 30, 2023

Not only was he widely considered the top-rated goalkeeper in the league during the 2021/22 season, but he also held that title back in 2018/19 when Eintracht Frankfurt reached the Europa League semifinals. The information also gets stored in a data lake for future auditing and model improvements.

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Machine Learning Machine Learning AWS ML 96

The MLOps Blog

AUGUST 11, 2023

1 Data Ingestion (e.g., Apache Kafka, Amazon Kinesis) 2 Data Preprocessing (e.g., 2021, July 15). Today different stages exist within ML pipelines built to meet technical, industrial, and business requirements. pandas, NumPy) 3 Feature Engineering and Selection (e.g., TensorFlow, PyTorch) 5 Model Evaluation (e.g.,

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ML ML Machine Learning Machine Learning 52