用於學習與研究的 YouTube 字幕文庫

Tyrique White sets up Python in VS Code: the Python extension, interpreters and virtual environments, a small Flask sentiment API with TextBlob, and debugging.

Linus Torvalds and Dirk Hohndel on the Linux 6.7 release, Rust in the kernel, ageing maintainers and where new ones come from, and LLMs in coding.

MIT 6.824 Lecture 1: why distributed systems get built, how the labs work, fault tolerance and consistency, and a walk through Google's MapReduce.

MIT 6.824 on Raft, part 1: why earlier systems rely on a single master, how majority voting prevents split brain, and how terms, elections and the log work.

Nando de Freitas's first machine learning lecture: why programs must learn from data, shown with vision, recommendation, web-scale text and animal perception.

Bill Swearingen's DEF CON 27 talk examines police radar and laser speed measurement, discussing technical limitations and legal constraints.

Chrome Dev Summit 2021 keynote: Compat 2021, the Privacy Sandbox and User-Agent reduction, Photoshop on the web, Core Web Vitals and container queries.

How Intuit runs 100+ AI agents on GenOS atop its Kubernetes platform: what differs from a normal service, how agents are evaluated, and its SRE agents.

Jay Healey's DEF CON policy conversation asks how security practitioners can help defenders through public policy, collaboration and practical fixes.

A cloud-native panel compares virtual machines, containers and WebAssembly, explaining SpinKube and running Wasm applications on Kubernetes.

Enterprise panelists discuss the SMACK data stack, connected-car analytics, infrastructure choices and managing data across cloud environments.

An edge computing panel explores fragmented devices and networks, open-source collaboration, EdgeX Foundry and links between edge and cloud.

Chris Aniszczyk reviews CNCF's early growth, Kubernetes and the cloud-native project landscape, highlighting community and ecosystem development.

IBM's 2023 Quantum Summit introduces System Two, processor milestones and Qiskit tooling, outlining the company's approach to quantum utility.

Anna Lytical connects drag makeup with JavaScript to explain code, creative self-expression and ways to make programming education more welcoming.

Andrew Martin and Andrés Vega explain how they ran large Kubernetes capture-the-flag events, balancing learning scenarios, infrastructure and cost.

Apple's 2020 Kubernetes migration talk: namespace-based access, shared capacity, platform isolation and the organizational work of adoption.

Ayse Kaya examines container-scanning findings, vulnerability trends and software complexity, asking how security practices can support developers.

Philippe Laulheret uses VoIP phones to explain hardware security research, from reconnaissance and debug interfaces to firmware investigation.

Chris Wilson traces the early web, Mosaic and the browser wars, reflecting on standards, compatibility and the communities that shaped the platform.

Red Hat's 2015 OpenStack keynote explains its approach to community participation, delivering a platform and supporting enterprise cloud users.

Google's 2021 web platform keynote covers privacy, app integration, WebAssembly, graphics and tools for building faster web experiences.

The four scales of measurement (nominal, ordinal, interval, ratio) with examples, and why a variable's scale decides which statistics, like a mean, make sense.

Learn to question misleading charts by examining data sources, sampling, context and visual choices in this introductory data literacy workshop.

Plan an oral history recording: compare microphones, separate channels, backup recordings and a short listening check before the interview.

Hervé Reculeau discusses Assyriology, cuneiform evidence and ancient climate research, questioning simple accounts of climate-driven collapse.

John Larson recalls his path into Egyptology and decades at the Oriental Institute, discussing archives, collections and institutional history.

An introduction to survival analysis explains time-to-event questions, censored observations and decisions about time origins and units.

Plan an oral history project with students: choose interviewees, consider consent and historical context, and prepare recording and transcription.

Prepare students for oral history interviews through listening practice, role play, open questions and respectful follow-up.

A business panel explores resistance to analytics, communicating quick wins, measuring value and gaining support for data science projects.

Ruth Laxson recalls her artistic development through printmaking, handmade paper, mail art and artists' books, reflecting on work and judgment.

An introduction to linguistics through sound, word structure and meaning, with examples from phonetics, morphology, syntax, semantics and pragmatics.

Trace the history of English from early Britain through Old and Middle English, the Great Vowel Shift and the language's later global spread.

An introduction to sound, structure and meaning in linguistics, followed by a comparison of introspection and observed language use.

How respiration, phonation and articulation produce speech: follow airflow from the lungs through the vocal folds to the vocal tract.

An overview of psycholinguistics explains language processing, acquisition and neurolinguistics, connecting language with mind and brain.

How do languages differ from dialects? SOC101 examines mutual intelligibility, language criteria and regional, social and phonological varieties.

Virginia Woolf's notebook shows how Mrs Dalloway took shape: one June day in 1923 London, Clarissa beside shell-shocked Septimus Smith, and Big Ben's hours.

Anne K. Mellor reads Frankenstein through Mary Shelley's family history, motherhood, rejection and the responsibilities of creating life.

Lord Sumption and Professor Virgo debate whether future lawyers should study law at university, weighing intellectual breadth and professional education.

Naval Ravikant's 2019 New Frontiers interview on digital literacy, attracting entrepreneurs, blockchain coordination and the pressures of startup life.

Sam Altman and Vinod Khosla discuss AI, future work, student learning and startup opportunities in their February 2026 conversation at IIT Delhi.

Gayle McDowell explains product manager interviews, covering career transitions, personal pitches, behavioral questions and product thinking.

Jules Walter discusses his path from Haiti to product leadership, lessons from Slack and YouTube, mentorship and building a product career.

A Salesforce conversation explores customer success across sales and support, early CSM involvement, team structure and measures of customer value.

Andreas Schierenbeck discusses how AI data centers strain electricity grids, with questions about storage, transformer supply and regulation.

Jeffrey Olson discusses Kairos Power's modular nuclear approach, electricity demand from AI, its Google agreement and commercialization risks.

Juliet Tango Mylan shares a personal account of floating, gender transition and self-acceptance, including difficult experiences on a float tour.

Jo Ann Barefoot and Sultan Meghji discuss open source in financial regulation, technical expertise in government and opportunities for collaboration.

William Fisher introduces CopyrightX: its four aims, the topics of its 12 lectures on copyright law and theory, and the two maps of lecture notes.

William Fisher's CopyrightX lecture examines sole authorship, ownership and work made for hire, using cases to explore who holds copyright.

Faraday's candle lecture explains how melted wax, capillary action, vapor and moving air supply a flame, using experiments to trace the fuel.

The second candle lecture uses vapor, soot and combustion experiments to explain where a flame burns and why heated carbon particles give light.

A history of mapmaking explores how observers measured the Earth, recorded coordinates and built maps before satellites and modern surveying.

Jonathan Parshall reassesses the Battle of Midway, examining carrier operations, familiar battle narratives and what makes a turning point.

Explore GIS animations, flybys and changing surfaces, with examples of time interpolation, web maps, terrain modeling and water-flow simulations.

An ecosystem services panel examines wetland restoration, environmental accounting, corporate reputation and trade-offs in conservation planning.

People who have had their genomes sequenced discuss their motivations, privacy, data sharing and the challenges of interpreting genetic information.

A GWAS panel examines control samples, genotyping quality, population differences and the challenges of combining genetic association studies.

A GWAS panel considers SNP annotation, alternative splicing, imputation and how ancestry and population differences affect genetic studies.

A GWAS panel examines replication, dbGaP access, phenotype data and the balance between sharing research results and protecting participants.

A geospatial data lecture explains symbols, measurement and sampling, comparing vector and raster approaches and their role in geographic interpretation.

A Modern Odysseys panel explores indirect connections between Homer's Odyssey, Cavafy, Virginia Woolf and Aimé Césaire through journeys and identity.

Sleep researchers discuss circadian medicine, shared research data, hospital sleep disruption and the challenges of public-health communication.

Roel Konijnendijk revisits Spartan fighting at Plataea, questioning later phalanx assumptions and the limits of evidence in Herodotus.

James Nestor recounts freediving and breathing experiments, discussing airway changes and his interpretation of research at Float Conference 2018.

An eMERGE and CSER panel discusses interpreting incidental genetic findings, reporting thresholds and questions about returning results.

An eMERGE and CSER panel explores communicating genetic findings to patients and relatives, coordinating care and involving family members.