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Alice Zhao

Alice Zhao

Lead Data Science Instructor

Lead Data Science Instructor

Alice Zhao is a seasoned data scientist and author of the book, SQL Pocket Guide, 4th Edition (O'Reilly). She has taught numerous courses in Python, SQL, and R as a data science instructor at Maven Analytics and Metis, and as a co-founder of Best Fit Analytics.

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articles

articles

&

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&

resources

resources

resources

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Alice Zhao

Data Science

What I’ve Learned From 12 Years in NLP

Alice Zhao

5 min read

Data Science

What’s Behind ChatGPT and Modern AI: A Crash Course on Large Language Models

Alice Zhao

5 min read

Business Intelligence Careers

Comparing the Top 10 Programming Languages of 2023

Alice Zhao

2 min read

Business Intelligence Careers

How Many Tools Should You Use for Data Analysis?

Alice Zhao

5 min read

Maven News

My Career Path as a Woman in Data Science

Alice Zhao

10 min read

Explore

courses

courses

courses

from

Alice Zhao

Advanced SQL Querying

Learn advanced data analysis with SQL, and master topics like subqueries, CTEs, window functions, and more

4.7 rating

Intermediate

MySQL

Alice Zhao

13.5

hours

SQL

Featured

Persona - Upskiller

Data Analysis

Data Science in Python: Data Prep & EDA

Master the foundations of Python for data science, including scoping, data gathering & cleaning, EDA, and feature engineering

4.7 rating

Beginner

Python

Alice Zhao

2

hours

Data Science

Python

Data Prep

New

Data Science in Python: Unsupervised Learning

Master the foundations of unsupervised learning in Python, including clustering, anomaly detection, dimensionality reduction, and recommenders

4.7 rating

Beginner

Python

Alice Zhao

28.0

hours

Python

Data Science

Machine Learning

Persona - Upskiller

Data Analysis

New

How Large Language Models (LLMs) Work

Understanding large language models: transformers, embeddings, and attention explained

4.6 rating

Beginner

AI

Alice Zhao

1

hours

AI

Featured

New

Intro to Neural Networks & Deep Learning

A visual breakdown of the calculations and training process behind deep learning models.

4.6 rating

Beginner

AI

Alice Zhao

2

hours

AI

Featured

Natural Language Processing in Python

Learn NLP in Python, including text preprocessing, machine learning, transformers & LLMs using scikit-learn, spaCy & Hugging Face

4.7 rating

Advanced

Python

Alice Zhao

22.0

hours

Persona - Upskiller

AI

Python

Data Science

Machine Learning

Data Analysis

Advanced SQL Querying

Learn advanced data analysis with SQL, and master topics like subqueries, CTEs, window functions, and more

4.7 rating

Intermediate

MySQL

Alice Zhao

13.5

hours

SQL

Featured

Persona - Upskiller

Data Analysis

Data Science in Python: Data Prep & EDA

Master the foundations of Python for data science, including scoping, data gathering & cleaning, EDA, and feature engineering

4.7 rating

Beginner

Python

Alice Zhao

2

hours

Data Science

Python

Data Prep

New

Data Science in Python: Unsupervised Learning

Master the foundations of unsupervised learning in Python, including clustering, anomaly detection, dimensionality reduction, and recommenders

4.7 rating

Beginner

Python

Alice Zhao

28.0

hours

Python

Data Science

Machine Learning

Persona - Upskiller

Data Analysis

New

How Large Language Models (LLMs) Work

Understanding large language models: transformers, embeddings, and attention explained

4.6 rating

Beginner

AI

Alice Zhao

1

hours

AI

Featured

Advanced SQL Querying

Learn advanced data analysis with SQL, and master topics like subqueries, CTEs, window functions, and more

4.7 rating

Intermediate

MySQL

Alice Zhao

13.5

hours

SQL

Featured

Persona - Upskiller

Data Analysis

Data Science in Python: Data Prep & EDA

Master the foundations of Python for data science, including scoping, data gathering & cleaning, EDA, and feature engineering

4.7 rating

Beginner

Python

Alice Zhao

2

hours

Data Science

Python

Data Prep

New

Data Science in Python: Unsupervised Learning

Master the foundations of unsupervised learning in Python, including clustering, anomaly detection, dimensionality reduction, and recommenders

4.7 rating

Beginner

Python

Alice Zhao

28.0

hours

Python

Data Science

Machine Learning

Persona - Upskiller

Data Analysis

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