1:41:58Analyze Data with LLMs and Python
A 102-minute video from Immanuel Trummer: “Analyze Data with LLMs and Python”.
Immanuel Trummer
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1:41:58
52:14Arun Kumar (UCSD) on "DBification of ML/AI"
A 52-minute video from Immanuel Trummer: “Arun Kumar (UCSD) on "DBification of ML/AI"”.
44:02Aécio Santos on Efficient Correlated Dataset Search
A 44-minute video from Immanuel Trummer: “Aécio Santos on Efficient Correlated Dataset Search”.
1:02:58Big Data Systems - Talk by Volker Markl (TU Berlin)
A 63-minute video from Immanuel Trummer: “Big Data Systems - Talk by Volker Markl (TU Berlin)”.
3:59CIDR'22: NLP-Enhanced Data Profiling
Advanced
A 4-minute video from Immanuel Trummer: “CIDR'22: NLP-Enhanced Data Profiling”.
42:17Cleaning Knowledge Graphs - Talk by Davide Mottin (Aarhus University)
A 42-minute video from Immanuel Trummer: “Cleaning Knowledge Graphs - Talk by Davide Mottin (Aarhus University)”.
17:52CodexDB: Synthesizing Code for SQL Processing with GPT-3 Codex (VLDB'22)
Advanced
A 18-minute video from Immanuel Trummer: “CodexDB: Synthesizing Code for SQL Processing with GPT-3 Codex (VLDB'22)”.
14:35DB-BERT (SIGMOD'22 Talk)
Advanced
A 15-minute video from Immanuel Trummer: “DB-BERT (SIGMOD'22 Talk)”.
51:40Design of Data Markets - Raul Castro Fernandez (University of Chicago)
A 52-minute video from Immanuel Trummer: “Design of Data Markets - Raul Castro Fernandez (University of Chicago)”.
52:01Detecting COIs in Heterogeneous Data - Talk by Angelos-Christos Anadiotis (Ecole Polytechnique)
A 52-minute video from Immanuel Trummer: “Detecting COIs in Heterogeneous Data - Talk by Angelos-Christos Anadiotis (Ecole Polytechnique)”.
39:19Fast Recovery in ML Training with FLOR - Talk by Rolando Garcia Sanchez (UC Berkeley)
A 39-minute video from Immanuel Trummer: “Fast Recovery in ML Training with FLOR - Talk by Rolando Garcia Sanchez (UC Berkeley)”.
43:28Human-Data Interaction - Talk by Eugene Wu (Columbia University)
A 43-minute video from Immanuel Trummer: “Human-Data Interaction - Talk by Eugene Wu (Columbia University)”.
51:56Incremental Entity Embeddings - Talk by Laurel Orr (Stanford)
A 52-minute video from Immanuel Trummer: “Incremental Entity Embeddings - Talk by Laurel Orr (Stanford)”.
48:40Introducing DB-BERT and CodexDB @ Microsoft (2022 Talk)
A 49-minute video from Immanuel Trummer: “Introducing DB-BERT and CodexDB @ Microsoft (2022 Talk)”.
45:20Keynote: Solving Hard Database Optimization Problems via Digital and Quantum Annealing
A 45-minute video from Immanuel Trummer: “Keynote: Solving Hard Database Optimization Problems via Digital and Quantum Annealing”.
54:25Learned DBMS Components 2.0 - Talk by Carsten Binnig and Benjamin Hilprecht (TU Darmstadt)
A 54-minute video from Immanuel Trummer: “Learned DBMS Components 2.0 - Talk by Carsten Binnig and Benjamin Hilprecht (TU Darmstadt)”.
57:57Learned Query Scheduling - Talk by Ibrahim Sabek (MIT)
A 58-minute video from Immanuel Trummer: “Learned Query Scheduling - Talk by Ibrahim Sabek (MIT)”.
39:00Marius++ - Talk by Roger Waleffe (Wisconsin-Madison)
A 39-minute video from Immanuel Trummer: “Marius++ - Talk by Roger Waleffe (Wisconsin-Madison)”.
53:42Matthias Boehm (TU Berlin) on Data-Centric ML Pipelines
A 54-minute video from Immanuel Trummer: “Matthias Boehm (TU Berlin) on Data-Centric ML Pipelines”.
1:00:41Mining Database Tuning Hints from Text (DB-BERT)
A 61-minute video from Immanuel Trummer: “Mining Database Tuning Hints from Text (DB-BERT)”.
53:34Programming the Cloud - Talk by Joe Hellerstein (UC Berkeley)
A 54-minute video from Immanuel Trummer: “Programming the Cloud - Talk by Joe Hellerstein (UC Berkeley)”.
44:05Reinventing Cloud Analytics with Machine Learning by Ippokratis Pandis (Amazon)
A 44-minute video from Immanuel Trummer: “Reinventing Cloud Analytics with Machine Learning by Ippokratis Pandis (Amazon)”.
58:55Robust LSM-Based Key Value Stores - Talk by Manos Athanassoulis (BU)
A 59-minute video from Immanuel Trummer: “Robust LSM-Based Key Value Stores - Talk by Manos Athanassoulis (BU)”.
49:06Subarna Chatterjee (Harvard) on COSINE: A Self-Designing Key Value Store for the Cloud
A 49-minute video from Immanuel Trummer: “Subarna Chatterjee (Harvard) on COSINE: A Self-Designing Key Value Store for the Cloud”.
43:53Talk @MIT: Generative AI and Databases
A 44-minute video from Immanuel Trummer: “Talk @MIT: Generative AI and Databases”.
51:30Talk at UC Berkeley: Tuning Tools that "Read" the Manual
A 52-minute video from Immanuel Trummer: “Talk at UC Berkeley: Tuning Tools that "Read" the Manual”.
20:36UDO: Universal Database Optimizer (VLDB'22)
Advanced
A 21-minute video from Immanuel Trummer: “UDO: Universal Database Optimizer (VLDB'22)”.
1:22:48XXL Language Models and Applications in Data Management (VLDB'22 Tutorial)
Advanced
A 83-minute video from Immanuel Trummer: “XXL Language Models and Applications in Data Management (VLDB'22 Tutorial)”.