Remove project-use-case build-and-deploy-an-end-to-end-machine-learning-pipeline-for-a-classification-model
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Top 10 Azure Project Ideas for 2023 [Beginners to Advanced]

Knowledge Hut

As cloud enthusiasts, many of us would want to learn it depending on our job roles in the industry. However, a good way of learning the same is to build a project and understand real-world use cases. However, a good way of learning the same is to build a project and understand real-world use cases.

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Natural Language Processing: A Guide to NLP Use Cases, Approaches, and Tools

AltexSoft

Humans have been trying to make machines chat for decades. But despite years of research and innovation, their unnatural responses remind us that no, we’re not yet at the HAL 9000-level of speech sophistication. Keep reading to learn: What problems NLP can help solve. Specifics of data used in NLP. Main NLP use cases.

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How to Build an End to End Machine Learning Pipeline?

ProjectPro

What is a Machine Learning Pipeline? A machine learning pipeline helps automate machine learning workflows by processing and integrating data sets into a model, which can then be evaluated and delivered. A well-built pipeline helps in the flexibility of the model implementation.

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Of Muffins and Machine Learning Models

Cloudera

classification problem. In this example, the Machine Learning (ML) model struggles to differentiate between a chihuahua and a muffin. Will the model correctly determine it is a muffin or get confused and think it is a chihuahua? blueberry spacing) is a measure of the model’s interpretability.

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Data Labeling in Machine Learning: Process, Types, and Best Practices

Knowledge Hut

These labels provide context and meaning to the data, enabling machine learning algorithms to learn and make predictions. If you are new to this domain and wanted to learn how to label data for machine learning problems, then you’ve landed on the right page. What is Data Labeling for Machine Learning?

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PyTorch vs TensorFlow 2023-A Head-to-Head Comparison

ProjectPro

‘Man and machine together can be better than the human’ All thanks to deep learning frameworks like PyTorch, Tensorflow, Keras, Caffe, and DeepLearning4j for making machines learn like humans with special brain-like architectures known as Neural Networks.

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Facial Emotion Recognition Project using CNN with Source Code

ProjectPro

One can easily build a facial emotion recognition project in Python. In 2001, researchers from Microsoft gave us face detection technology which is still used in many forms. With modern deep learning techniques, we have advanced to detect difficult things like smiles, eyes, and emotions. Can we really do that?

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