Advanced Lessons

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Research Papers Explained ⚡ AI Lesson

Session 1, Part 2: Market Identification and Sales: Finding Your Customer

MIT OpenCourseWare Advanced 3mo ago

Research Papers Explained

Session 25: Anthropogenic CO2 (2) and Review

MIT OpenCourseWare Advanced 3mo ago

ML Fundamentals ⚡ AI Lesson

Lec 23. Metrized Deep Learning

MIT OpenCourseWare Advanced 4mo ago

RAG & Vector Search

Lecture 03: Externalities in Theory & Practice

MIT OpenCourseWare Advanced 5mo ago

UI/UX Design

Lecture 05: Public Goods Theory, Optimality, and Pricing

MIT OpenCourseWare Advanced 5mo ago

RAG & Vector Search

Lecture 02: Externalities in Theory

MIT OpenCourseWare Advanced 5mo ago

UI/UX Design

Lecture 10: Social Insurance Theory

MIT OpenCourseWare Advanced 5mo ago

Deep Learning

3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

MIT OpenCourseWare Advanced 6mo ago

Large Language Models

10: Generative AI – Adapting LLMs with Parameter-Efficient Fine-Tuning

MIT OpenCourseWare Advanced 6mo ago

UI/UX Design

Lecture 7: Generating Functions for Catalan Numbers

MIT OpenCourseWare Advanced 6mo ago

RAG & Vector Search ⚡ AI Lesson

Lecture 3: Inclusion-Exclusion

MIT OpenCourseWare Advanced 6mo ago

Algorithms & Data Structures ⚡ AI Lesson

Lecture 17: Huffman Coding

MIT OpenCourseWare Advanced 6mo ago

RAG & Vector Search ⚡ AI Lesson

Lecture 11: Basic Group Theory

MIT OpenCourseWare Advanced 6mo ago

RAG & Vector Search

Lecture 13: Duality in Linear Programming

MIT OpenCourseWare Advanced 6mo ago

RAG & Vector Search

Lecture 15: Max-Flow Min-Cut Theorem

MIT OpenCourseWare Advanced 6mo ago

UI/UX Design ⚡ AI Lesson

Lecture 2: Independence and Conditioning

MIT OpenCourseWare Advanced 6mo ago

Mathematical Foundations

Lecture 8: Tail Bounds

MIT OpenCourseWare Advanced 6mo ago

UI/UX Design ⚡ AI Lesson

Lecture 4: Counting

MIT OpenCourseWare Advanced 6mo ago

Mathematical Foundations ⚡ AI Lesson

Lecture 2: Linear Algebra

MIT OpenCourseWare Advanced 7mo ago

Mathematical Foundations ⚡ AI Lesson

Lecture 5: Probability Theory (cont.); Stochastic Processes I

MIT OpenCourseWare Advanced 7mo ago

Mathematical Foundations ⚡ AI Lesson

Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations

MIT OpenCourseWare Advanced 7mo ago

RAG & Vector Search

Lecture 09: Reflections on the Szemeredi-Trotter Theorem

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Lecture 19: Random Walks on Finite Groups, Part 3

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design

Lecture 18: Random Walks on Finite Groups, Part 2

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design

Lecture 08: The Szemeredi-Trotter Theorem

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design ⚡ AI Lesson

Lecture 21: Homogeneous Dynamics, Part 2

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Session 5-2: Differences Between Geothermal Heat Pumps and GEN

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search

Video 4b: Music Representation in General

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design ⚡ AI Lesson

Video 7d: Partwise vs. Timewise Polyphonic Representations

MIT OpenCourseWare Advanced 8mo ago

Research Papers Explained ⚡ AI Lesson

Video 12a: Painting Emotions in Music and Text

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Video 32a: Tipping the Iceberg

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design

Class 8 Video: Hierarchies (II): Streams and Recursions

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design ⚡ AI Lesson

Video 26a: Vocabulary Reduction

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search

Class 5 Video: Music Representation (II)

MIT OpenCourseWare Advanced 8mo ago

ML Fundamentals ⚡ AI Lesson

Class 28 Video: Feature Extraction and Machine Learning (II)

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Video 9c: Interview with Michael Good on MusicXML

MIT OpenCourseWare Advanced 8mo ago

Research Papers Explained

Class 30 Video: Mathematical and Statistical Musicology

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design

Video 12b: Chorales as a Corpus

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design ⚡ AI Lesson

Class 7 Video: Music Representation (IV) & Hierarchies (I)

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)

MIT OpenCourseWare Advanced 8mo ago

Research Papers Explained

Class 24 Video: Algorithmic Composition (II)

MIT OpenCourseWare Advanced 8mo ago

AI Tools & Apps

Video 22a: Chord Review and 13 Chords: Some Problems with Roots

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design ⚡ AI Lesson

Class 11 Video: Equivalence and Intervals (II) and Filters  in music21

MIT OpenCourseWare Advanced 8mo ago

UI/UX Design

Video 3b: Pitch Representation: Pros, Cons, and Stakeholders

MIT OpenCourseWare Advanced 8mo ago

RAG & Vector Search ⚡ AI Lesson

Class 31 Video: Music Visualization and Optical Music Recognition

MIT OpenCourseWare Advanced 8mo ago

Teaching & Learning Design ⚡ AI Lesson

AI + Open Education Initiative: Professional Education and the Judicious Use of AI

MIT OpenCourseWare Advanced 9mo ago