Machine Learning University

Welcome to Machine Learning University's Educator Enablement channel! AWS Machine Learning University (MLU) equips educators with tools and knowledge to teach artificial intelligence and machine learning, drawing from Amazon's own developer curriculum. Our free, open-source educational content is available to all institutions, while our comprehensive program — including enablement bootcamps and professional development — prioritizes U.S. community colleges, MSIs, and HBCUs. Through these offerings, we aim to bring cutting-edge AI/ML education to diverse student populations. If you're an Educator, sign up for our interest list here: https://bit.ly/MLU-EEP-Interest

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Building Apps with Foundation Models - Lesson 1: LangChain Modules and Integration

조회 382 좋아요 4 11개월 전

Responsible AI - Lesson 4: Improving Security and Safety

조회 61 좋아요 1 11개월 전

Building Apps with Foundation Models - Lesson 5: Multimodal Applications

조회 91 좋아요 1 11개월 전

Building Apps with Foundation Models - Lesson 2: Developing Conversational Applications (Chatbots)

조회 119 좋아요 2 11개월 전

Responsible AI - Lesson 2: Foundations of Responsible AI

조회 163 좋아요 4 11개월 전

Building Apps with Foundation Models - Lesson 4: Agents

조회 170 좋아요 5 11개월 전

Responsible AI - Lesson 1: Evaluating Large Language Models

조회 285 좋아요 5 11개월 전

Building Apps with Foundation Models - Lesson 3: Retrieval Augmented Generation (RAG)

조회 227 좋아요 5 11개월 전

Responsible AI - Lesson 3: Dimensions of Responsible AI

조회 65 좋아요 1 11개월 전

ML Through Application - Module 1, Lesson 2: ML Types & Successful ML Problem Aspects

조회 346 좋아요 2 1년 전

ML Through Application - Module 1, Lesson 3: Examples of ML Applications

조회 199 좋아요 3 1년 전

ML Through Application - Module 1, Lesson 1: Jupyter and SageMaker

조회 239 좋아요 1 1년 전

ML Through Application - Module 1, Lesson 0: Introduction to ML

조회 361 좋아요 6 1년 전

ML Through Application - Module 1, Lesson 4: ML Lifecycle and Overfitting & Underfitting

조회 182 좋아요 3 1년 전

Deep Learning to Text and Image Data - Module 1, Lesson 3: First Examples of Neural Networks

조회 94 좋아요 1 1년 전

ML Through Application - Module 2, Lesson 3: Tree-Based Models

조회 122 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 1, Lesson 2: How Neural Networks Learn

조회 163 좋아요 2 1년 전

Deep Learning to Text and Image Data - Module 3, Lesson 3: Convolutional Neural Networks

조회 123 좋아요 2 1년 전

Deep Learning to Text and Image Data - Module 2, Lesson 1: Challenges of Textual Data & NLP Domains

조회 70 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 2, Lesson 6: Transformers

조회 71 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 3, Lesson 2: The Concept of Convolution

조회 95 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 2, Lesson 3: Word Embeddings

조회 84 좋아요 0 1년 전

ML Through Application - Module 2, Lesson 5: Hyperparameter Tuning

조회 93 좋아요 3 1년 전

Deep Learning to Text and Image Data - Module 3, Lesson 5: Modern Architectures

조회 47 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 3, Lesson 6: Transfer Learning

조회 51 좋아요 0 1년 전

ML Through Application: Course Summary

조회 553 좋아요 0 1년 전

ML Through Application - Module 2, Lesson 4: Optimization, Regression Models, & Regularization

조회 143 좋아요 0 1년 전

ML Through Application - Module 3, Lesson 4: Bias Mitigation

조회 65 좋아요 0 1년 전

Deep Learning to Text and Image Data - Module 1, Lesson 0: Intro to Deep Learning on Text and Images

조회 122 좋아요 1 1년 전

ML Through Application - Module 2, Lesson 6: Ensembling

조회 71 좋아요 0 1년 전