Page 23 - AI & Machine Learning for Beginners: A Guided Workbook

Deep Learning’s Breakthroughs

Deep learning, powered by multi-layered neural networks, led to
unprecedented advancements across multiple domains:

Image Recognition: ImageNet (2012)—Deep learning models

dramatically improved image classification, marking a milestone in
computer vision.
Natural Language Processing: AI-powered language models

(e.g., GPT, BERT) revolutionized how machines understand and
generate text.

Speech Recognition: Voice assistants like Siri, Alexa, and

Google Assistant became mainstream, driven by deep learning’s
ability to process speech accurately.

Today, AI continues to evolve, pushing the boundaries of
automation, creativity, and problem-solving across industries. The
future? Limitless!

Reflection Prompt: Regardless of your current

profession or interests, reflect on how AI has already begun
to impact or has the potential to impact your field. Provide
specific examples or potential scenarios.
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