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Topic "Data Engineering" | Site of Thi
Data Engineering
Data Engineering
updated
A collection of learning resources
Notes for DataGPT
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Dataquest - Data Scientist Path
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Establish a secure tunnel between your local machine and a remote endpoint
How I build Coding Friend — a lean toolkit for disciplined engineering workflows with Vibe Coding
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Some notes when working with large volumes of documents in the RAG system
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Terminal + ZSH
Github
Database / System Design 101
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Azure things
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DE by DL.AI - an AIO note
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DE by DL.AI - C2 W4 - Orchestration, Monitoring, and Automating your data pipelines
DE by DL.AI - C2 W2 - Data Ingestion
DE by DL.AI - C2 W1 - Source Systems
DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA
DE by DL.AI - C2 W3 - DataOps
DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents
Simple Azure FastAPI app (to learn Azure step by step)
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Docker
DE by DL.AI - C4 W3&4 - Data Transformations & Tech Considerations & Serving
DE by DL.AI - C4 W2 - Data Modeling & Transformations for Machine Learning
DE by DL.AI - C4 W1 - Data Modeling & Transformations for Analytics
DS & ML with Mac M-chip
DE by DL.AI - C3 W3 - Queries
DE by DL.AI - C3 W2 - Storage Abstractions
DE by DL.AI - C3 W1 - Storage Ingredients & Storage Systems
A workflow for creating a Docker image with support for TensorFlow, PyTorch, and GPU
Software Engineering Principles
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Google Vertex AI
AWS Basics
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Heroku things
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ChatGPT Prompt Engineering for Developers by DL.AI
Bash (Unix Shell)
Linux
Docker & GPU
Tensorflow
REST API with cURL
WSL on Windows
PyTorch
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