DagsHub

DECEMBER 11, 2023

Best 8 data version control tools for 2023 (Source: DagsHub ) Introduction With business needs changing constantly and the growing size and structure of datasets, it becomes challenging to efficiently keep track of the changes made to the data, which leads to unfortunate scenarios such as inconsistencies and errors in data.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Database 98

IBM Data Science in Practice

MARCH 8, 2023

VC Investment in AI firms rose from USD 3 billion in 2012 to close to USD 75 billion in 2020 This trend led to the proliferation of companies developing tools to address different pain points in the machine learning lifecycle. It also handles metadata, monitoring, and governance related to data management. Spark, Flink, etc.)

Machine Learning 264

Machine Learning Machine Learning ML ML 264

Heartbeat

JANUARY 5, 2024

Introduction to LangChain for Including AI from Large Language Models (LLMs) Inside Data Applications and Data Pipelines This article will provide an overview of LangChain, the problems it addresses, its use cases, and some of its limitations. Python : Great for including AI in Python-based software or data pipelines.

AI 52

AI AI Data Pipeline Deep Learning 52

AWS Machine Learning Blog

DECEMBER 6, 2023

With the right underlying embedding model, capable of producing accurate semantic representations of the input document chunks and the input questions, and an efficient semantic search module, this solution is able to answer questions that require retrieving existent information in a database of documents.

SQL 95

SQL AWS Database Analytics 95

phData

NOVEMBER 9, 2023

This blog was originally written by Keith Smith and updated for 2024 by Justin Delisi. Snowflake’s Data Cloud has emerged as a leader in cloud data warehousing. What is the Snowflake Data Cloud? This is “ lift-and-shift,” while it works, it doesn’t take full advantage of the cloud.

Data Warehouse 98

Data Warehouse Data Lakes Clustering Cloud Data 98

phData

MAY 25, 2023

Snowflake is a cloud computing–based data cloud company that provides data warehousing services that are far more scalable and flexible than traditional data warehousing products. If you’re interested in learning more, we highly recommend checking out our comprehensive blog that covers this in much more detail.

Power BI 84

Power BI Analytics Analytics Azure 84

Kaggle

JULY 29, 2020

David: My technical background is in ETL, data extraction, data engineering and data analytics. I spent over a decade of my career developing large-scale data pipelines to transform both structured and unstructured data into formats that can be utilized in downstream systems.

ETL 71

ETL Data Scientist Machine Learning Machine Learning 71