Towards Data Science
JANUARY 30, 2025
Building more efficient AI TLDR : Data-centric AI can create more efficient and accurate models. Full code and results available here onGitHub. Moving experiment configs to a YAML, automatically saving results to a file, and having o1 write my visualization code made life mucheasier. MNIST handwritten digit database.
Data Engineering Weekly
NOVEMBER 3, 2024
The blog emphasizes the importance of starting with a clear client focus to avoid over-engineering and ensure user-centric development. impactdatasummit.com Thumbtack: What we learned building an ML infrastructure team at Thumbtack Thumbtack shares valuable insights from building its ML infrastructure team.
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Striim
NOVEMBER 11, 2024
Known for its customer-centric approach and expansive product offerings, the company has maintained its leadership position in the industry for decades. After evaluating options, the retailer partnered with Striim to leverage its real-time data streaming and low-code/no-code integration capabilities.
Data Engineering Weekly
JULY 28, 2024
I like testing people on their practical knowledge rather than artificial coding challenges. Adopting LLM in SQL-centric workflow is particularly interesting since companies increasingly try text-2-SQL to boost data usage. Log-as-the-Database (P2): Sending only write-ahead logs to the storage side upon transaction commit.
Picnic Engineering
FEBRUARY 13, 2025
A decade ago, Picnic set out to reinvent grocery shopping with a tech-first, customer-centric approach. For instance, we built self-service tools for all our engineers that allow them to handle tasks like environment setup, database management, or feature deployment effectively.
DataKitchen
NOVEMBER 5, 2024
Bronze layers can also be the raw database tables. If you can modify or control the ingestion code, data quality tests, and validation checks should ideally be integrated directly into the process. Alternatively, suppose you do not control the ingestion code. Bronze layers should be immutable.
Confluent
SEPTEMBER 25, 2019
Of course, this is not to imply that companies will become only software (there are still plenty of people in even the most software-centric companies), just that the full scope of the business is captured in an integrated software defined process. Apache Kafka ® and its uses.
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