Tag: Big data
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How to do machine learning without an army of data scientists
Posted on August 14, 2021, Level beginner Resource Length medium
Machine learning is still harder than it needs to be. The open-source tool ModelDB and the ML model management platform Verta can help. By Matt Asay.
Tags analytics big-data data-science fintech
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Assembly Language on the Pi: Learning how to walk again
Posted on August 13, 2021, Level beginner Resource Length medium
Simon Humphreys shares how Raspberry Pi's ARM processor makes it a great tool for A level students to get their hands dirty with assembly language.
Tags app-development robotics big-data data-science
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Hand labeling considered harmful
Posted on July 26, 2021, Level beginner Resource Length long
Labeling training data is the one step in the data pipeline that has resisted automation. It's time to change that. By Shayan Mohanty and Hugo Bowne-Anderson @oreilly.com.
Tags cio big-data data-science analytics
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ETL pipeline from AWS DynamoDB to Aurora PostgreSQL
Posted on July 20, 2021, Level intermediate Resource Length long
In a world where an ever-increasing amount of data is being gathered, companies often find themselves without the tools to optimally use the often unstructured data they've gathered. By trackit.io.
Tags database big-data cloud aws mysql
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What are the benefits of Artificial Intelligence in Government?
Posted on July 16, 2021, Level beginner Resource Length medium
From listening better to citizens, to making operations more efficient, AI brings multiple benefits to governments to make better decisions. By Hugo Cen.
Tags big-data machine-learning miscellaneous data-science management frameworks
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Machine learning for Transformers - Explained with language translation
Posted on July 15, 2021, Level beginner Resource Length long
Day by day the number of machine learning models is increasing at a pace. With this increasing rate, it is hard for beginners to choose an effective model to perform Natural Language Understanding (NLU) and Natural Language Generation (NLG) mechanisms. By Purnasai Gudikandula.
Tags big-data machine-learning analytics data-science fintech
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5 Myths about the current state of healthcare technology
Posted on June 26, 2021, Level beginner Resource Length short
As the healthcare industry continues to expand and adapt to new technology use, many remain skeptical about the benefits while critical of the hindrances. While these concerns are valid, it is important to understand the true implications of expanding healthcare technology, and not allow myths to deter this growth. By Heather Turnbaugh.
Tags miscellaneous learning big-data iot bots
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Efficient machine learning inference
Posted on June 19, 2021, Level advanced Resource Length long
The benefits of multi-model serving where latency matters. By By Alejandro Lince and Steven Ross.
Tags big-data data-science analytics learning google
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Implementing an end-to-end machine learning workflow with azure data factory
Posted on June 13, 2021, Level intermediate Resource Length long
From collecting data to sending results, ADF constructs the right MLOps Lifecycle on one screen. By Rahulraj Singh.
Tags big-data machine-learning data-science cloud azure
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Greykite: A flexible, intuitive, and fast forecasting library
Posted on May 29, 2021, Level intermediate Resource Length medium
In this blog post, we introduce the Greykite library, an open source Python library developed to support LinkedIn's forecasting needs. Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and automated forecasting at scale. Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad.
Tags python open-source software big-data machine-learning
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Deep learning for NLP: Creating a chatbot with Python & Keras!
Posted on May 22, 2021, Level intermediate Resource Length medium
Learn how Deep Learning can be used for NLP and create a simple Chatbot with Python and Keras. Who doesn't like a friendly-robotic personal assistant? By howtolearnmachinelearning.com.
Tags python big-data data-science machine-learning robotics
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ML Ops and the promise of Machine Learning at Scale
Posted on April 27, 2021, Level intermediate Resource Length medium
Enterprise interest in artificial intelligence, fueled by machine learning, continues to expand. In its most recent survey on AI Adoption in the Enterprise, O'Reilly found that 85% of organizations are at least exploring the use of artificial intelligence. By James Kulich.
Tags big-data machine-learning devops