What is AWS Lambda?

What is AWS Lambda?

Author: Noah Gift October 3, 2024 Duration: 3:07

Understanding Serverless Computing

What is AWS Lambda

Notes:

Introduction to Serverless

  • New paradigm in cloud computing
  • Contrasts with pre-cloud, always-running systems

Inefficiency of Traditional Models

  • Example: Apache web service running constantly
  • Analogy: Lights always on in a house

Characteristics of Serverless Computing

  • Stateless
  • Event-driven
  • Automatically scalable
  • "Logic to live" concept

Light Bulb Analogy

  • Manual invocation (switch)
  • Timer-based activation
  • Sensor-triggered (motion, garage door)

Simplicity in Coding

  • Functions in various languages (Python, Rust, Go)
  • Input-process-output model

Efficiency and Use Cases

  • Low latency workloads
  • Data engineering
  • Modern cloud-native workflows

Example of Serverless Platform

  • AWS Lambda mentioned as popular example

Key Takeaways:

  • Serverless computing offers more efficient resource utilization than traditional models
  • It's event-driven and scales automatically
  • Simplifies coding by focusing on function-based logic
  • Well-suited for modern cloud applications and data engineering tasks

🔥 Hot Course Offers:

🚀 Level Up Your Career:

Learn end-to-end ML engineering from industry veterans at PAIML.COM


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
Jason McCampbell- Rust @Wallaroo.AI [not-audio_url] [/not-audio_url]

Duration: 1:02:14
If you enjoyed this video, here are additional resources to look at: Open Source Platforms for MLOps: https://www.coursera.org/learn/open-source-mlops-platforms-dukePython Essentials for MLOps: https://www.coursera.org/l…
Maxime-DAVID-Serverless-with-Rust [not-audio_url] [/not-audio_url]

Duration: 52:10
Chat with Maxime David. We discuss Rust and how it makes for an ideal language for AWS Lambda. Checkout his Rust YouTube Channel here: [@maxday_coding](https://www.youtube.com/@maxday_coding) and his lambda-perf repo her…
43.0-aws-security-certification-module2-intro-aws-security [not-audio_url] [/not-audio_url]

Duration: 23:20
If you enjoyed this video, here are additional resources to look at: Open Source Platforms for MLOps: https://www.coursera.org/learn/open-source-mlops-platforms-dukePython Essentials for MLOps: https://www.coursera.org/l…
SRE Mindset for MLOPs:  A talk in late 2022 about problems in MLOPs [not-audio_url] [/not-audio_url]

Duration: 27:31
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-com…
52 weeks off AWS Certified Developer Wrapup (Final Session) [not-audio_url] [/not-audio_url]

Duration: 33:34
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-com…
Enterprise MLOps Interviews: Doris Xin, Founder of Linea.AI [not-audio_url] [/not-audio_url]

Duration: 56:24
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-com…
52 Weeks AWS Cert Developer Continued API Gateway [not-audio_url] [/not-audio_url]

Duration: 15:40
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-com…
Nic Stone CTO of Crul - discusses building automated data pipelines [not-audio_url] [/not-audio_url]

Duration: 56:18
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-com…
Arvs Lat_  Author of Machine Learning Engineering on AWS [not-audio_url] [/not-audio_url]

Duration: 1:05:27
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-com…
Lewis Tunstall and Leandro von Werra of Hugging Face discuss MLOps [not-audio_url] [/not-audio_url]

Duration: 1:00:18
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-com…