🤝 Python, Rust, MLOps, and Ethics - A Balanced Perspective-PyCon-Dubai-2023

🤝 Python, Rust, MLOps, and Ethics - A Balanced Perspective-PyCon-Dubai-2023

Author: Noah Gift January 29, 2024 Duration: 31:33

✨I build courses: https://insight.paiml.com/bzf


 

  • 📚LLMOps Specialization: 
  • 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u
  • 📚Rust Programming Specialization:  https://insight.paiml.com/qwh
  • 📚Rust for DevOps:  https://insight.paiml.com/x14
  • 📚Rust LLMOps:   https://insight.paiml.com/g3b
  • 📚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
  • 📚Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp
  • 📚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
  • 📚DevOps, DataOps, MLOps: https://insight.paiml.com/ggi
  • 📚MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v
  • 📚MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb


 

  • 📚Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or
  • 📚Linux and Bash for Data Engineering: https://insight.paiml.com/d31
  • 📚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


 

📚Cloud Machine Learning Engineering and MLOps: 

https://insight.paiml.com/jjh

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Noah Gift guides you through a year-long journey with 52 Weeks of Cloud, a weekly exploration designed for anyone building, managing, or simply curious about modern cloud infrastructure. Each episode digs into a specific technical topic, moving beyond surface-level explanations to offer practical insights you can apply. You’ll hear detailed discussions on the platforms that power the industry-like AWS, Azure, and Google Cloud-and how to navigate multi-cloud strategies effectively. The conversation regularly delves into the orchestration of these systems with Kubernetes and the specialized world of machine learning operations, or MLOps, including the integration and implications of large language models. This isn't just theory; it's a focused look at the tools and methodologies shaping how software is deployed and scaled today. By committing to this podcast, you're essentially getting a structured, expert-led curriculum that breaks down complex subjects into manageable weekly segments, all aimed at building a comprehensive and practical understanding of the cloud ecosystem.
Author: Language: English Episodes: 225

52 Weeks of Cloud
Podcast Episodes
52 Weeks AWS_ Episode 31-Certified-Developer-Part3-S3 [not-audio_url] [/not-audio_url]

Duration: 14:31
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-comp…
Hugging-Face-Enterprise-MLOps-Interview:  Julien Simon [not-audio_url] [/not-audio_url]

Duration: 1:05:15
Amazing career advice and deep dive into Hugging Face with Julien Simon Chief Evangelist at Hugging Face. Connect with Julien at: https://www.linkedin.com/in/juliensimon/ If you enjoyed this video, here are additional re…
MLOps with Head of Duke Artificial Intelligence PI MS Program [not-audio_url] [/not-audio_url]

Duration: 1:17:26
Talk with Jon Reifschneider | Duke AI Master of Engineering https://ai.meng.duke.edu/faculty/jon-reifschneider 🔥 Hot Course Offers: - 🤖 Master GenAI Engineering - Build Production AI Systems - 🦀 Learn Professional Rust -…
Real-world-AWS-MLOps-with-Malcolm-Smith-Fraser-Duke-MIDS-Alumni [not-audio_url] [/not-audio_url]

Duration: 30:44
Talk with ML Engineering and Duke MIDS Alumni Malcolm Smith Fraser about doing MLOPs pipelines on AWS for computer vision. https://www.linkedin.com/in/malcolmsfraser/ 🔥 Hot Course Offers: - 🤖 Master GenAI Engineering - B…
52weeks-aws-episode28-AWS Developer Certification-Part 1-Developing [not-audio_url] [/not-audio_url]

Duration: 24:33
AWS Developer Certification Part 1 🔥 Hot Course Offers: - 🤖 Master GenAI Engineering - Build Production AI Systems - 🦀 Learn Professional Rust - Industry-Grade Development - 📊 AWS AI & Analytics - Scale Your ML in Cloud…
52weeks-aws-episode28-Wrap up AWS ML Certification [not-audio_url] [/not-audio_url]

Duration: 27:34
Wrap up of AWS ML Cert 🔥 Hot Course Offers: - 🤖 Master GenAI Engineering - Build Production AI Systems - 🦀 Learn Professional Rust - Industry-Grade Development - 📊 AWS AI & Analytics - Scale Your ML in Cloud - ⚡ Producti…
52weeks-aws-episode27-sagemaker-pipeline [not-audio_url] [/not-audio_url]

Duration: 34:54
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-comp…
52 weeks AWS: EP 26 ml cert sagemaker pipelines part1 [not-audio_url] [/not-audio_url]

Duration: 27:35
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-comp…
52 Weeks of AWS-Episode 25: AWS ML Certification:  What is ML? [not-audio_url] [/not-audio_url]

Duration: 30:29
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-comp…