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Book Review: Math for Deep Learning

insideBIGDATA

One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you.

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Common Applications of Deep Learning in Artificial Intelligence

Analytics Vidhya

Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years.

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The Carbon Footprint of AI and Deep Learning

Analytics Vidhya

There are immense computational costs of Deep Learning and AI. Artificial intelligence algorithms, which power some of technology’s most cutting-edge applications, such as producing logical stretches of text or creating visuals from descriptions, may need massive amounts of computational power to train.

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UVA Researchers Built an AI Algorithm That Understands Physics

insideBIGDATA

However, with a deep learning algorithm created by Stephen Baek, Phong Nguyen and their research team, the process takes less than a second on a laptop.

Algorithm 370
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Tackle computer science problems using both fundamental and modern algorithms in machine learning

KDnuggets

Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

Algorithm 327
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Deep Learning vs Machine Learning: 3 Key Differences for Better AI Decisions

Data Science Connect

Artificial intelligence (AI) has revolutionized the way we approach complex problems and analyze data. Two of the most widely used subfields of AI are deep learning and machine learning. What is Machine Learning? What is Deep Learning?

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The Ultimate Guide to AI Voice Generators for 2023 Edition

Analytics Vidhya

Introduction The introduction of artificial intelligence (AI) has resulted in ground-breaking advances in several different industries. The emergence of AI speech generators, which can produce realistic, synthesized human voices, is one example of how far AI has come in imitating human conduct.