Deep Learning Mini Series: What are Recurrent Neural Networks (RNNs)?
Generative AI 10121 Kesä 2024

Deep Learning Mini Series: What are Recurrent Neural Networks (RNNs)?

In this episode of our deep learning mini-series, we explore Recurrent Neural Networks (RNNs). Imagine reading a mystery novel, keeping track of all the clues and characters—RNNs are like your super-intelligent reading buddy, remembering past events to make sense of the present. Perfect for processing sequences of data like text and speech, RNNs are valuable where context matters. We’ll explore their key components, such as recurrent layers and hidden states, and see real-world applications from language translation to financial forecasting. Connect with Emily Laird on LinkedIn

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What is Self-Consistency Prompting?

What is Self-Consistency Prompting?

In this episode of Generative AI 101, we break down the concept of self-consistency prompting—a technique that enhances AI accuracy by posing the same question in multiple ways and selecting the most ...

13 Elo 20247min

What is Chain-of-Thought (CoT) Prompting?

What is Chain-of-Thought (CoT) Prompting?

In this episode of Generative AI 101, we break down the concept of chain-of-thought prompting—a technique that helps AI models think through complex tasks step by step, improving their logical and acc...

12 Elo 20246min

What is Few-Shot Prompting?

What is Few-Shot Prompting?

In this episode of Generative AI 101, we explore the example-heavy world of few shot prompting. Imagine describing a dish you love to a chef and then offering them multiple recipes on how to make it. ...

7 Elo 20248min

What is One-Shot Prompting?

What is One-Shot Prompting?

In this episode of Generative AI 101, we dive into the art of one-shot prompting. Imagine teaching someone a recipe with just one perfect example instead of a whole cookbook. That's one-shot prompting...

6 Elo 20245min

What is Zero-Shot Prompting?

What is Zero-Shot Prompting?

Join us on Generative AI 101 as we demystify zero-shot prompting—a technique that lets LLMs perform tasks without prior examples. Imagine whipping up a dish you've never heard of with no recipe; that'...

5 Elo 20247min

Writing the Perfect Prompt

Writing the Perfect Prompt

In this episode of Generative AI 101, we continue with the art of crafting the perfect prompt for AI. Much like brewing the perfect cup of coffee, the right balance of persona, output format, context,...

31 Heinä 20248min

The Anatomy of a Good Prompt

The Anatomy of a Good Prompt

In this episode of Generative AI 101, we uncover the art of crafting perfect prompts for AI. Think of it as giving precise instructions to a master chef. We'll break down the anatomy of a prompt into ...

30 Heinä 20247min

What is Prompt Engineering?

What is Prompt Engineering?

In this episode of Generative AI 101, we dig into the world of prompt engineering. Think of it as giving your AI precise instructions, like ordering the perfect Starbucks beverage. We’ll explore how w...

29 Heinä 20247min