Remove 2021 Remove Machine Learning Remove Structured Data Remove Unstructured Data
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The Rise of Unstructured Data

Cloudera

And data moves around. Cisco estimates that global IP data traffic has grown 3-fold between 2016 and 2021, reaching 3.3 Mobile and WiFi data transmissions have increased their share of total transmissions over the last five years, at the expense of wired transmissions. . Addressing the challenges of data.

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Why a Solid Data Foundation Is the Key to Successful Gen AI

Snowflake

By 2025 it’s estimated that there will be 7 petabytes of data generated every day compared with “just” 2.3 petabytes daily in 2021. And it’s not just any type of data. By 2025 it’s estimated that there will be 7 petabytes of data generated every second compared with “just” 2.7 petabytes per second in 2021.

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Deep Learning vs Machine Learning -What's the Difference?

ProjectPro

Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

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AutoML: How to Automate Machine Learning With Google Vertex AI, Amazon SageMaker, H20.ai, and Other Providers

AltexSoft

Machine learning evangelizes the idea of automation. On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. In truth, ML involves an enormous amount of repetitive manual operations, all hidden behind the scenes.

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How to Learn SQL Basics for Data Science in 2023?

ProjectPro

All this data is stored in a database that requires SQL-based queries for retrieval and transformations, making it essential for every data professional to learn SQL for data science and machine learning. Table of Contents Why SQL for Data Science? Why SQL for Data Science? What is SQL?

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Top Hadoop Projects and Spark Projects for Beginners 2021

ProjectPro

It sits within the Apache Hadoop umbrella of solutions and facilitates the fast development of end-to-end Big Data applications. It plays a key role in streaming in the form of Spark Streaming libraries, interactive analytics in the form of SparkSQL and also provides libraries for machine learning that can be imported using Python or Scala.

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Natural Language Processing in Healthcare: Using Text Analysis for Medical Documentation and Decision-Making

AltexSoft

Natural language processing or NLP is a branch of AI that uses linguistics, statistics, and machine learning to give computers the ability to understand human speech. This allows machines to extract value even from unstructured data. Healthcare organizations generate a lot of text data. Source: Linguamatics.

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