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Cloudera Data Engineering 2021 Year End Review

Cloudera

New in 2021. Figure 2 – CDE product launch highlights in 2021. At the storage layer security, lineage, and access control play a critical role for almost all customers. As data teams grow, RAZ integration with CDE will play an even more critical role in helping share and control curated datasets. Happy New Year.

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Apache Ozone Powers Data Science in CDP Private Cloud

Cloudera

In this blog post, we will ingest a real world dataset into Ozone, create a Hive table on top of it and analyze the data to study the correlation between new vaccinations and new cases per country using a Spark ML Jupyter notebook in CML. On creation of the bucket, we also upload a COVID dataset [1] that is a CSV with about 100K rows.

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Parcel Protection: Inside UPS Capital’s Defensive Strategy with Striim & Google

Striim

Amidst the pandemic-fueled surge in online shopping, porch piracy emerged as a prevalent concern, with over one in 10 adults falling victim to package theft within the previous year, according to a 2021 Consumer Reports survey. These enriched datasets are merged in BigQuery for seamless Google Cloud integration.

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AI and ML: No Longer the Stuff of Science Fiction

Cloudera

The 2021 Data Impact Awards aim to honor organizations who have shown exemplary work in this area. . In 2021, the finalists under this category include the following organizations. Winner of the Data Impact Awards 2021: Data for Enterprise AI. …and congratulations to the winner: Internal Revenue Service.

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Generating and Viewing Lineage through Apache Ozone

Cloudera

For example, writing a Spark dataset to Ozone or launching a DDL query in Hive that points to a location in Ozone. or higher with Kerberos enabled and admin access to both Ranger and Atlas. For example, my data volume could contain multiple buckets for every stage of the data, and I can control who accesses each stage.

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Catching up with OpenAI by Chris Price

Scott Logic

This post runs through just over six months of progress from Sept 2021 - March 2022. Recursive task decomposition September 2021 One of the big constraints of the GPT series of models is the size of the input. Fine-tuning December 2021 Fine-tuning, a topic I covered in my previous blog post , has progressed out of beta.

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Top 11 Programming Languages for Data Science

Knowledge Hut

They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. R has become increasingly popular among data scientists because of its ease of use and flexibility in handling complex analyses on large datasets. How Is Programming Used in Data Science?