🤝 Python, Rust, MLOps, and Ethics - A Balanced Perspective-PyCon-Dubai-2023
👉 Holistic talk exploring Python's simplicity, Rust's speed, MLOps techniques, and AI ethics 🐍 Python'slibraries, prototyping, andteaching abilities make it a top choice ⚡️ Rust provides exceptional performance, safety, andconcurrency 🤖 MLOps requires data, models, DevOps - framework outlined 🏎 Accelerate models in prod with Rust, invoke via Python 😇 AI progress has benefited humanity but issues exist too 🤝 Weigh societal impacts - understand nuance, avoid extremes 🧠 Promote access through open ecosystems, ethical data sourcing 🚀 Balanced innovations in Python, Rust can spread opportunity
Show Notes
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- 📚LLMOps Specialization:
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- 📚Rust Programming Specialization: https://insight.paiml.com/qwh
- 📚Rust for DevOps: https://insight.paiml.com/x14
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- 📚Rust Fundamentals: https://insight.paiml.com/qyt
- 📚Data Engineering with Rust: https://insight.paiml.com/zm1
- 📚Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot
- 📚Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9
- 📚Data Visualization with Python: https://insight.paiml.com/y9p
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- 📚Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j
- 📚MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u
- 📚Python Essentials for MLOps: https://insight.paiml.com/uvm
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- 📚Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b
- 📚Python and Pandas for Data Engineering: https://insight.paiml.com/nz7
- 📚Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86
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