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Highlights from the Strata Data Conference in New York 2018

O'Reilly on Data

Watch " Black box: How AI will amplify the best and worst of humanity.". --> Continue reading Highlights from the Strata Data Conference in New York 2018. Jacob Ward reveals the relationship between the unconscious habits of our minds and the way that AI is poised to amplify them, alter them, maybe even reprogram them.

IoT 226
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5 key areas for tech leaders to watch in 2020

O'Reilly on Data

Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%. But sustained interest in cloud migrations—usage was up almost 10% in 2019, on top of 30% in 2018—gets at another important emerging trend. ML + AI are up, but passions have cooled. Security is surging.

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An Introduction to BigBird

Analytics Vidhya

Source: Canva|Arxiv Introduction In 2018 GoogleAI researchers developed Bidirectional Encoder Representations from Transformers (BERT) for various NLP tasks. This article was published as a part of the Data Science Blogathon.

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Introduction to DistilBERT in Student Model

Analytics Vidhya

Source: Canva Introduction In 2018, GoogleAI researchers released the BERT model. This article was published as a part of the Data Science Blogathon. It was a fantastic work that brought a revolution in the NLP domain. However, the BERT model did have some drawbacks i.e. it was bulky and hence a little slow. To navigate […].

Modeling 373
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Text Classification using BERT and TensorFlow

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In 2018, a powerful Transformer-based machine learning model, namely, BERT was developed by Jacob Devlin and his colleagues from Google for NLP applications.

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Different Types of Cloud-based Services

Analytics Vidhya

According to the IDC report, the world will spend $160 billion on cloud services and infrastructure in 2018. Introduction Cloud computing is one of the fastest-growing IT technologies today. By 2025, 83% of enterprise workloads will be in the cloud. The cloud encompasses a […].

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Generative Pre-training (GPT) for Natural Language Understanding

Analytics Vidhya

Source: Canva Introduction In 2018 the researchers of OpenAI presented a framework for achieving strong natural language understanding (NLU) with a single task-agnostic model through generative pre-training and discriminative fine-tuning. This article was published as a part of the Data Science Blogathon.