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Learn Deep Learning by Building 15 Neural Network Projects in 2022

KDnuggets

Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.

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Fraud Detection using Deep Learning

Cloudera

The approach to machine learning using deep learning has brought marked improvements in the performance of many machine learning domains and it can apply just as well to fraud detection. The research team at Cloudera Fast Forward have written a report on using deep learning for anomaly detection.

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Deep Learning for NLP: ANNs, RNNs and LSTMs explained!

KDnuggets

Learn about Artificial Neural Networks, Deep Learning, Recurrent Neural Networks and LSTMs like never before and use NLP to build a Chatbot!

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Deep Learning For Data Engineers

Data Engineering Podcast

Summary Deep learning is the latest class of technology that is gaining widespread interest. As data engineers we are responsible for building and managing the platforms that power these models. Can you start by giving an overview of what deep learning is for anyone who isn’t familiar with it?

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Multi-modal deep learning in less than 15 lines of code

KDnuggets

Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.

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TensorFlow vs PyTorch: Deep Learning Frameworks [2024]

Knowledge Hut

As technology is evolving rapidly today, both Predictive Analytics and Machine Learning are imbibed in most business operations and have proved to be quite integral. Deep learning is a machine learning type based on artificial neural networks (ANN). TensorFlow is by far one of the most popular deep learning frameworks.

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Deep Learning for NLP: Creating a Chatbot with Keras!

KDnuggets

Learn how to use Keras to build a Recurrent Neural Network and create a Chatbot! Who doesn’t like a friendly-robotic personal assistant?