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Valentino Massimo's Projects

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

sysdig-cloud-scripts icon sysdig-cloud-scripts

This repository holds various scripts and templates that may be helpful for deploying and utilizing Sysdig Cloud

tekton-catalog-1 icon tekton-catalog-1

Catalog of reusable Tasks usable in Continuous Delivery Tekton Pipelines

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

terraform-aws-alb icon terraform-aws-alb

A Terraform module to create an AWS Application Load Balancer (ALB) and associated resources.

terraform-aws-backup icon terraform-aws-backup

Terraform module to provision AWS Backup, a fully managed backup service that makes it easy to centralize and automate the back up of data across AWS services such as EBS volumes, RDS databases, DynamoDB tables, EFS file systems, and AWS Storage Gateway volumes.

terraform-aws-cloudtrail icon terraform-aws-cloudtrail

Terraform module to provision an AWS CloudTrail and an encrypted S3 bucket with versioning to store CloudTrail logs

terraform-aws-spotgpu icon terraform-aws-spotgpu

Fully automated provisioning of AWS EC2 Spot Instances for Deep Learning workloads using Terraform.

terraform-aws-tfstate-backend icon terraform-aws-tfstate-backend

Terraform module that provision an S3 bucket to store the `terraform.tfstate` file and a DynamoDB table to lock the state file to prevent concurrent modifications and state corruption.

terraform-aws-vpc icon terraform-aws-vpc

Terraform Module that defines a VPC with public/private subnets across multiple AZs with Internet Gateways

terraform-cost-estimation icon terraform-cost-estimation

Anonymized, secure, and free Terraform cost estimation based on Terraform plan (0.12+) or Terraform state (any version)

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