Episode 1: The Evolution of Language Models
Explore the historical journey of language models from their inception to the advanced systems we have today. Understand the pivotal moments that shaped this technology a...
Technology
How AI Thinks: Understanding Large Language Models
Delve into the fascinating world of Large Language Models (LLMs) with 'How AI Thinks'. Uncover the mysteries behind technologies like ChatGPT that are reshaping the future of artificial intelligence. This series provides a conceptual understanding of how these powerful models function and interact with the world, designed for tech-curious professionals keen on a deeper appreciation of the AI they use daily.
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8 episodes58 min total
What you'll learn
Course outline
Episode 2: Under the Hood: How LLMs Work
Dive deep into the inner workings of large language models. This episode breaks down the architecture of LLMs, explaining layers, nodes, and the training process essentia...
Episode 3: Breaking Down Transformers
Transformers revolutionized AI and are the backbone of modern language models. This episode discusses their architecture, self-attention mechanisms, and how they outperfo...
Episode 4: Training Giants: The Data and Models Behind LLMs
Training large language models requires vast amounts of data and computational power. Understand how data is curated and processed to train these models and overcome the...
Episode 5: The Ethics of AI: Bias, Privacy, and Accountability
Explore the ethical considerations surrounding LLMs, focusing on issues of bias, privacy, and accountability. Learn about efforts to mitigate these concerns as AI becomes...
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Episodes
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