How to Build This: Make your First Sports Score Prediction App

Bit Ninja


Learn how you can create an app with machine learning to predict the outcome of a sports game. This is a great project for someone new to machine learning.

Start building on AWS today! https://aws.amazon.com/free/?trk=el_a134p000006gCnAAAU&trkCampaign=AWS_Free_Tier&sc_channel=el&sc_campaign=HTBT_Sports_YouTube_Episode_to_AWS_Free_Tier&sc_outcome=Training_and_Certification&sc_geo=NAMER&sc_country=mult&all-free-tier.sort-by=item.additionalFields.SortRank&all-free-tier.sort-order=asc

#howtobuildthis

Special thanks to this contributor:
* Pallavi Nargund

Resources to help viewers of this show build a similar kind of app:
* Getting started with Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/gs.html
* Tutorial on SageMaker: https://aws.amazon.com/getting-started/hands-on/build-train-deploy-machine-learning-model-sagemaker/
* Feature Extraction/Feature Processing in SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/processing-job.html
* Using XGBoost in Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/xgboost.html
* Analyzing training jobs in Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/training-metrics.html
* A/B testing your model in production: https://aws.amazon.com/blogs/machine-learning/a-b-testing-ml-models-in-production-using-amazon-sagemaker/
* Deploying your model into production: https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-deployment.html
* Hosting multiple models with SageMaker Multi-model endpoint: https://docs.aws.amazon.com/sagemaker/latest/dg/multi-model-endpoints.html
* How to use Lambda and API Gateway to invoke a SageMaker endpoint: https://aws.amazon.com/blogs/machine-learning/call-an-amazon-sagemaker-model-endpoint-using-amazon-api-gateway-and-aws-lambda/
* Monitoring SageMaker with Amazon CloudWatch: https://docs.aws.amazon.com/sagemaker/latest/dg/monitoring-cloudwatch.html
* Getting started with DynamoDB: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GettingStarted.SettingUp.DynamoWebService.html
* Self paced Amazon SageMaker workshop: https://sagemaker-workshop.com/


Duration: 00:07:34
Publisher: Amazon Web Services
You can watch this video also at the source.


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