August 2022
Advanced
2h 38m
English
video
Iteratively Build NLP Tools and FastAPI Microservice on AWS From Zero
by Alfredo Deza, Noah Gift
Overview
Iteratively Build NLP Tools and FastAPI Microservice on AWS From Zero
From Zero to NLP Hero
This video will show you how to use CUDA GPUs with Python. Lessons Covered Include:
1.0 Introduction to Course 1.1 Introduction to Python Statements with Colab, IPython and GitHub CodeSpaces 2.0 Introduction to Python functions from simple to complex with Closure, and Decorators 3.0 Build a simple NLP Tool with TextBlob, Wikipedia and Python Fire command-line tool 4.0 Build an end-to-end NLP Microservice with FastAPI, ECR and AWS App Runner.
Learning Objectives- Learn key software engineering principles and best practices for building software.
- Learn to build NLP tools using TextBlob and Wikipedia.
- Learn to build a FastAPI containerized Microservice deployed via Amazon ECR and AWS App Runner.
- Pytest Master Class
- AWS Solutions Architect Professional Course
- Github Actions and GitOps in One Hour Video Course
- Jenkins CI/CD and Github in One Hour Video Course
- AWS Certified Cloud Practitioner Video Course
- Advanced Testing with Pytest Video Course
- AWS Solutions Architect Certification In ONE HOUR
- Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices
- MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps
- Learn Docker containers in One Hour Video Course
- Introduction to MLOps Walkthrough
- AZ-900 (Azure Fundamentals) Quick reference guide
- 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
- Learn GCP Cloud Functions in One Hour Video Course
- Python Devops in TWO HOURS!
- MLOps Platforms From Zero: DatMLOps Platforms From Zero: Databricks, MLFlow/MLRun/SKLearn
- AWS Machine Learning Certification In ONE HOUR
- Fast, documented Machine Learning APIs with FastAPI
- Zero to One: AWS Lambda with SAM and Python in One Hour
- AWS Storage Solutions 2022: EBS/S3/EFS/Glacier
- Python Bootcamp for Data
- Testing In Python book
- Minimal Python book
- Practical MLOps book
- Python for DevOps-Playlist
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.