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Top 10 Deep Learning Algorithms in Machine Learning [2025]

ProjectPro

All thanks to deep learning - the incredibly intimidating area of data science. This new domain of deep learning methods is inspired by the functioning of neural networks in the human brain. Table of Contents Why Deep Learning Algorithms over Traditional Machine Learning Algorithms?

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8 Deep Learning Architectures Data Scientists Must Master

ProjectPro

Deep learning architectures are at the forefront of transforming artificial intelligence (AI) by introducing innovative capabilities. These advanced structures, inspired by the human brain's neural networks, empower machines to comprehend, learn, and make independent decisions.

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How to use Transfer Learning in Deep Learning projects?

ProjectPro

In an age where artificial intelligence is advancing at an unprecedented pace, the energy demands of deep learning models have sparked concerns. Transfer learning has the potential to revolutionize the way we approach deep learning, drastically reducing the carbon footprint associated with training massive neural networks from scratch.

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20+ Deep Learning Projects for Beginners with Source Code

ProjectPro

As a beginner in the data industry, it can be overwhelming to step into AI and deep learning. After taking a deep learning course or two, you might find yourself getting stuck on how to proceed. Is it difficult to build deep learning models? Why build deep learning projects?

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Keras vs Tensorflow - Deep Learning Frameworks Battle Royale

ProjectPro

Machine Learning and Deep Learning have experienced unusual tours from bust to boom from the last decade. But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. Image Source: [link] Nowadays, Deep Learning is almost everywhere.

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Master Keras for Deep Learning Projects - A Beginner's Guide

ProjectPro

Want to take your deep learning skills to the next level? Our Keras for deep learning tutorial will show you how to build, train, and optimize deep learning models. And the same is true of deep learning. That's where Keras for deep learning comes in.

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15 AWS DevOps Project Ideas to Step Up Your DevOps Game

ProjectPro

Fraud Detection Using AWS Machine Learning 6. Medical Image Analysis on AWS Using Deep Learning 7. You can use publicly available datasets like the Ames Housing or California Housing Prices datasets. For this project, you will use sample datasets such as the Amazon product or the MovieLens dataset.

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