Carnegie Mellon University Advanced Database Course Is a GREAT resource for Backend Engineers!

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CMU Advanced NLP Fall 2024 (15): Tool Use and LLM Agent Basics

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CMU Advanced NLP Fall 2024 (1): Introduction to NLP

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CMU Advanced NLP 2024 (1): Introduction to NLP

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CMU Advanced NLP Fall 2024 (3): Language and Sequence Modeling

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14 - Query Planning \u0026 Optimization (CMU Intro to Database Systems / Fall 2022)

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20 - Databricks Photon / Spark SQL (CMU Advanced Databases / Spring 2023)

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CMU Advanced NLP Fall 2024 (6): Instruction Tuning

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07 - Query Scheduling (CMU Advanced Databases / Spring 2023)

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25 - Snowflake Database Architecture Overview (CMU Intro to Database Systems / Fall 2022)

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F2023 #13 - Query Execution Part 2 (CMU Intro to Database Systems)

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CMU Advanced NLP Fall 2024 (2): Representing Words

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09 - Query Compilation \u0026 JIT Code Generation (CMU Advanced Databases / Spring 2023)

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CMU Advanced NLP 2024 (2): Word Representation and Text Classification

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CMU Advanced NLP Spring 2025 (5): Attention and Transformers

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04 - Analytical Database Indexes (CMU Advanced Databases / Spring 2023)

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CMU Advanced NLP Fall 2024 (4): Attention and Transformers

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CMU Advanced NLP 2024 (5): Transformers

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S2024 #01 - Modern OLAP Database Systems (CMU Advanced Database Systems)

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S2024 #08 - Query Scheduling \u0026 Coordination (CMU Advanced Database Systems)

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CMU Advanced NLP Fall 2024 (11): Distillation, Quantization, and Pruning

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