Build, Train, and Deploy a Machine Learning Model with Amazon Sagemaker

Показать описание

# codemental #machinelearning #sagemaker

I found that the tutorial is slightly out of date, so you will find that I had to update the code to get it to use the updated Sagemaker APIs

FOLLOW ME

SUPPORT THE CHANNEL or get MENTORING :

TIMESTAMPS

0:00 Introduction
3:00 Step 1 - Accessing the Amazon Sagemaker console
3:35 Step 2 - Create an Amazon Sagemaker notebook instance
4:54 Step 3 - Prepare the data
5:53 Selecting a Sagemaker Endpoint for training
6:20 Creating an S3 bucket to store the data for training
9:43 Step 4 - Train the model from the data
10:00 Understanding XGBoost algorithm
17:58 Resolving a compile error - train_instance_count has been renamed in Sagemaker
18:51 Resolving error CreateTrainingJob operation(reached maxretries: 4) Rate Exceeded
20:45 Step 5 - Deploying the Model

RESOURCES

CODE MENTAL
amazon sagemaker
machine learning
data science
XGBoost
tutorial

Рекомендации по теме

Build, Train, and Deploy a Machine Learning Model with Amazon Sagemaker

Build, Train, and Deploy Machine Learning Models at Scale Using AWS

Build, Train, and Deploy a ML Model with SageMaker Super Fast

AWS re:Invent 2022 - [NEW] Easily build, train, and deploy ML models using geospatial data (AIM218)

Build train and deploy model in sagemaker | sagemaker tutorial | sagemaker pipeline

SageMaker Friday episode 1 - How to build, train and deploy and a machine learning model easily

Build, Train, and Deploy Machine Learning Models using Amazon SageMaker | Amazon Web Services

Build, Train, & Deploy ML Models Using SageMaker

DataRobot AI For Absolute Beginners (Part 1) | Build, Train & Deploy an AI in 30 Minutes

Building with Small Language Models (SLMs)

Build, Train and Deploy ML Models at Scale with Amazon SageMaker

Build, Train and Deploy AI models on Amazon SageMaker

Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks

Fastest Way to Deploy a Full Stack Web App (Railway)

Build, Train, and Deploy a Machine Learning Model with Amazon Sagemaker

How to build, train, and deploy machine learning models using Amazon SageMaker

Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker

AI Engineering Bootcamp: Build, Train and Deploy Models with AWS SageMaker

AWS AMER Summit 2020 | Build, train, and deploy ML models with Amazon SageMaker

Build, Train, and Deploy models with Amazon SageMaker

Build, Train & Deploy your ML Application on Amazon SageMaker with redBus

Getting Started with Amazon SageMaker - Build, Train, and Deploy Machine Learning Models

Learn how to build, train, and deploy machine learning models at scale using Amazon SageMaker.

Amazon SageMaker: Build, Train, and Deploy Machine Learning Models Quickly & Easily, at scale

DataRobot AI For Absolute Beginners (Part 2) | Build, Train & Deploy an AI in 30 Minutes