nlp links (#42)

UCLAIS · Jan 16, 2024 · 3db686f · 3db686f
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diff --git a/our-initiatives/tutorials/nlp-1.md b/our-initiatives/tutorials/nlp-1.md
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 **NOTE: We have slightly changed our schedule - the website dates are the most recent updates!! (No session on the 10th Jauary)**
 
 💡 In our first session, we explore **Natural Language Processing (NLP)**, a field aiming to understand and leverage language for problem-solving. We take a closer look at what **language** is and its **mathematical representation**, how algorithms are designed to systematically analyze it, and lastly how we can train a model to **recognise syntax and semantics**. In session one we dive into these topics and develop an understanding of how NLP has enabled breakthroughs in many of the tools and services we interact with daily. 💡
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+You can access our **demonstration notebook** here: 📘 [**Tutorial 9 Notebook**](https://github.com/UCLAIS/ml-tutorials-season-4/tree/main/week-9)
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+You can access our **slides** here: 💻 [**Tutorial 9 Slides**](https://www.canva.com/design/DAF3brRiIQA/D8x0PmUwY2tYfiLSAOXcxg/edit?utm_content=DAF3brRiIQA&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton)
diff --git a/our-initiatives/tutorials/nlp-2.md b/our-initiatives/tutorials/nlp-2.md
@@ -7,3 +7,5 @@ sidebar_position: 12
 **Date: 24th January 2024**
 
 💡 This week we will look into **NLP applications**. Language **recommendation systems** are present in many tools like social media, dating apps, and music streaming. Have you ever noticed your **social media feed** showing content that weirdly aligns with your interests? NLP is the reason behind this awesome feature! **Dating apps** also use it to help you find potential matches and suggest icebreakers. Even your **music streaming service** quietly relies on NLP to understand your preferences. These behind-the-scenes features make our digital experiences feel customized without us even realizing it, quietly enhancing the way we interact with technology every day. 💡
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+You can access our **slides** here: 💻 [**Tutorial 10 Slides**](https://www.canva.com/design/DAF59F_npZw/9GRY0ZFd-7DSUPy4dFH1EQ/edit?utm_content=DAF59F_npZw&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton)
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		Date: 24th January 2024

		💡 This week we will look into NLP applications. Language recommendation systems are present in many tools like social media, dating apps, and music streaming. Have you ever noticed your social media feed showing content that weirdly aligns with your interests? NLP is the reason behind this awesome feature! Dating apps also use it to help you find potential matches and suggest icebreakers. Even your music streaming service quietly relies on NLP to understand your preferences. These behind-the-scenes features make our digital experiences feel customized without us even realizing it, quietly enhancing the way we interact with technology every day. 💡

		You can access our slides here: 💻 [Tutorial 10 Slides](https://www.canva.com/design/DAF59F_npZw/9GRY0ZFd-7DSUPy4dFH1EQ/edit?utm_content=DAF59F_npZw&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton)