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What is Tensorflow

Encyclopedia of Data Science and Machine Learning
An open-source software library developed and distributed by Google that enables developers to train and use machine learning models.
Published in Chapter:
Developing Machine Learning Skills With No-Code Machine Learning Tools
Emmanuel Djaba (Ghana Institute of Management and Public Administration, Ghana) and Joseph Budu (Ghana Institute of Management and Public Administration, Ghana)
Copyright: © 2023 |Pages: 15
DOI: 10.4018/978-1-7998-9220-5.ch097
Abstract
No-code machine learning (ML) tools provide an avenue for individuals who lack advanced ML skills to develop ML applications. Extant literature indicates that by using such tools, individuals can acquire relevant ML skills. However, no explanation has been provided of how the use of no-code ML tools leads to the generation of these skills. Using the theory of technology affordances and constraints, this article undertakes a qualitative evaluation of publicly available no-code ML tools to explain how their usage can lead to the formation of relevant ML skills. Subsequently, the authors show that no-code ML tools generate familiarization affordances, utilization affordances, and administration affordances. Subsequently, they provide a conceptual framework and process model that depicts how these affordances lead to the generating of ML skills.
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More Results
Healthcare Conversational Chatbot for Medical Diagnosis
Google’s Deep Learning library that helps to build Neural Networks with or without utilizing the system’s GPU with enhancement in performance for GPU based systems.
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Survey of Applications of Neural Networks and Machine Learning to COVID-19 Predictions
Open-source software library originally developed by Google Brian Team for numerical computation using data flow graphs. TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks ( Wikipedia, 2021c ).
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Frameworks for Integration of Future-Oriented Computational Thinking in K-12 Schools
A popular free Python library created by Google for research, teaching, and production. It includes algorithms for machine learning systems like neural networks. Tensorflow models can perform high level machine learning in a very few lines of code making the ML concepts accessible to those with limited programming skills.
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Temporal Analysis and Prediction of Ambient Air Quality Using Remote Sensing, Deep Learning, and Geospatial Technologies
Tensorflow is a symbolic math library based on dataflow and differentiable programming. It can be used across a range of tasks but has a particular focus on the training and inference of deep neural networks.
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Building a Chatbot for Libraries
Is a free and open-source software library for machine learning and artificial intelligence.
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Restaurant Sales Prediction Using Machine Learning
It is an open-source software library for dataflow and differentiable programming across a range of tasks. It is used for machine learning applications such as neural networks.
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Autonomous Navigation of Rovers Using ML and DL Techniques
It is an open source library designed by the Google Brain Team in 2005 and is distributed under the Apache 2.0 license.
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