Beginner Lessons

How to Prepare for a Product Manager Interview

Stanford XCS224U: NLU I NLP Methods and Metrics, Part 1: Overview I Spring 2023

Stanford XCS224U: Natural Language Understanding I Experiment Protocol Overview I Spring 2023

Stanford XCS224U: NLU I Analysis Methods for NLU, Part 1: Overview I Spring 2023

Stanford XCS224U: Natural Language Understanding I Lit Review Overview I Spring 2023

Stanford XCS224U: NLU I Behavioral Evaluation of NLU Models, Part 1: Overview I Spring 2023

Stanford XCS224U: NLU I In-context Learning, Part 4: Techniques and Suggested Methods I Spring 2023

Stanford XCS224U: NLU I In-context Learning, Part 3: Current Moment I Spring 2023

Stanford XCS224U: NLU I In-context Learning, Part 2: Core Concepts I Spring 2023

Stanford XCS224U: Natural Language Understanding I In-context Learning, Pt 1: Origins I Spring 2023

Stanford XCS224U: Natural Language Understanding I Homework 1 I Overview: Bake Off

Stanford XCS224U: Natural Language Understanding I Course Overview, Part 2 I Spring 2023

Stanford XCS224U: NLU I Intro & Evolution of Natural Language Understanding, Pt. 1 I Spring 2023

Stanford CS229 Machine Learning I Self-supervised learning I 2022 I Lecture 16

Stanford CS229 Machine Learning I PCA/ICA I 2022 I Lecture 15

Stanford CS229 Machine Learning I Factor Analysis/PCA I 2022 I Lecture 14

Stanford CS229 Machine Learning I GMM (EM) I 2022 I Lecture 13

Stanford CS229 Machine Learning I Feature / Model selection, ML Advice I 2022 I Lecture 11

Stanford CS229 Machine Learning I Bias - Variance, Regularization I 2022 I Lecture 10

Stanford CS229 Machine Learning I Neural Networks 2 (backprop) I 2022 I Lecture 9

Stanford CS229 Machine Learning I Neural Networks 1 I 2022 I Lecture 8

Product Management Interview Question: Market Estimation #jobinterviewquestions #stanford #business

Product management interview tips: Product design #jobinterviewquestions #stanford #business

Stanford CS229 Machine Learning I Kernels I 2022 I Lecture 7