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Angelina Yang
Angelina Yang

247 Followers

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How to Find a “Good Boss” and the Battle of Trafalgar

When I first graduated and was looking for a job, I never thought about what I want from a manager. I probably selected the highest paid job at the time. After years of working and having experienced both good managers and toxic ones, today I put the heaviest weight on…

Data Science

5 min read

How to Find a “Good Boss” and the Battle of Trafalgar
How to Find a “Good Boss” and the Battle of Trafalgar
Data Science

5 min read


Just now

What does the tokenizer do for a language model?

This post is about prepping for interviews for Data Science roles. The original post can be found here. Welcome to today’s data science interview challenge! Today’s challenge is inspired by a Huggingface Transformer Lecture (2022 version) at Stanford! Relax! A warm up question 🤓: See if you can tell me…

Data Science

2 min read

What does the tokenizer do for a language model?
What does the tokenizer do for a language model?
Data Science

2 min read


3 days ago

Bias for Word Embeddings and LLMs

Welcome to today’s data science interview challenge! Many of you are already experts in the area of data science and machine learning. And, THANK YOU, for sitting along with me reviewing some of the concepts. …

Bias In Ai

3 min read

Bias for Word Embeddings and LLMs
Bias for Word Embeddings and LLMs
Bias In Ai

3 min read


Sep 12

Wake Up and Fart! How to Speak Like a Leader?

A few weeks ago, we explored the topic of influence and persuasion in the workplace. Today, I’ll further share my learning about “how to speak, how to speak effectively and how to speak like a leader”. By no means I consider myself done with learning and improving in this area…

Data

4 min read

Wake Up and Fart! How to Speak Like a Leader?
Wake Up and Fart! How to Speak Like a Leader?
Data

4 min read


Sep 7

CI/CD Tooling for Machine Learning?

I’ve recently had the opportunity to reorganize the essential takeaways regarding CI/CD for MLOps, drawing from valuable insights shared by my friend Hamel Husain in his recent course and blog post. Today, I’m excited to pass on these insights to you. I hope this information proves helpful, particularly for data…

Machine Learning

4 min read

CI/CD Tooling for Machine Learning?
CI/CD Tooling for Machine Learning?
Machine Learning

4 min read


Aug 28

How to Fix Bad Data in Unstructured Data ✘✔

For those of you who have worked with text data, you’re likely aware of the critical role that data quality plays in effectively training an NLP model. However, ensuring data quality can be quite tricky. In my previous experience, I was involved in classifying the intent of customer emails before…

Llm

5 min read

How to Fix Bad Data in Unstructured Data ✘✔
How to Fix Bad Data in Unstructured Data ✘✔
Llm

5 min read


Aug 27

What is “in-context learning”?

Welcome to today’s data science interview challenge! Today’s challenge is inspired by Natural Language Understanding (NLU) lecture given by Professor and Chair, Christopher Potts from Department of Linguistics at Stanford. Here it goes: Question 1: What is “in-context learning” in the context of Large Language Models (LLMs)? Question 2: Can…

Llm

3 min read

What is “in-context learning”?
What is “in-context learning”?
Llm

3 min read


Aug 21

AI Orchestrator Beyond LangChain 🦜⛓️

By now, most AI practitioners are likely familiar with LangChain or have had some experience using it. But is there something new and even more promising on the horizon? Introducing Semantic Kernel Microsoft’s Semantic Kernel presents a concept quite akin to LangChain. It stands as a sophisticated Software Development Kit (SDK) that integrates…

Large Language Models

3 min read

AI Orchestrator Beyond LangChain 🦜⛓️
AI Orchestrator Beyond LangChain 🦜⛓️
Large Language Models

3 min read


Aug 17

How to Measure Prompts Performance?

There are a lot of explanations elsewhere, here I’d like to share some example questions and potential answers in an interview setting. Question 1: In the setting of LLM applications, how do you measure whether your new prompt is better than the old one? Question 2: Why does this matter? …

Data Science

2 min read

How to Measure Prompts Performance?
How to Measure Prompts Performance?
Data Science

2 min read


Aug 14

Mastering Workplace Influence: Strategies for Success

Part I: Commitment and Consistency Navigating influence and persuasion within the workplace is a substantial subject. We all recognize and acknowledge the necessity of influencing stakeholders. …

Data Science

4 min read

Mastering Workplace Influence: Strategies for Success
Mastering Workplace Influence: Strategies for Success
Data Science

4 min read

Angelina Yang

Angelina Yang

247 Followers

Head of Data @Sports Gaming | Linkedin: https://www.linkedin.com/in/yangyy/

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