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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Alice Zhao
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Alice Zhao
Intro to Neural Networks & Deep Learning
A visual breakdown of the calculations and training process behind deep learning models.
2
Hours
Tools
Alice Zhao
How Large Language Models (LLMs) Work
Understanding large language models: transformers, embeddings, and attention explained
1
Hours
Tools
Alice Zhao
Natural Language Processing in Python
Learn NLP in Python, including text preprocessing, machine learning, transformers & LLMs using scikit-learn, spaCy & Hugging Face
22.0
Hours
Tools
Alice Zhao
Advanced SQL Querying
Learn advanced data analysis with SQL, and master topics like subqueries, CTEs, window functions, and more
13.5
Hours
Tools
Alice Zhao
Data Science in Python: Unsupervised Learning
Master the foundations of unsupervised learning in Python, including clustering, anomaly detection, dimensionality reduction, and recommenders
28.0
Hours
Tools
Alice Zhao
Data Science in Python: Data Prep & EDA
Master the foundations of Python for data science, including scoping, data gathering & cleaning, EDA, and feature engineering
2
Hours
Tools
Alice Zhao
