Soledad Galli | Data Scientist @ Train in Data

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276 videos

I’m a biologist turned data scientist. Like many of you, I learned machine learning online through courses and books, practicing my skills in data competitio...

Latest Videos

CICD Automation Overview (Part 2) Deployment of Machine Learning Models

CICD Config Explanation Deployment of Machine Learning Models

CICD Automation Overview (Part 1) Deployment of Machine Learning Models

Setting up CircleCI Deployment of Machine Learning Models

Introduction to CICD Deployment of Machine Learning Models

Limitations to Be Aware Of & Wrap Up Deployment of Machine Learning Models

Deploying our ML Application to Railway - Hands On Deployment of Machine Learning Models

Why Use Railway as Our PaaS Deployment of Machine Learning Models

What Is a Platform as a Service (PaaS) Deployment of Machine Learning Models

Introducing Railway App and Platform as a Service Deployment of Machine Learning Models

The Uvicorn Web Server Deployment of Machine Learning Models

Logging in our Application Deployment of Machine Learning Models

Using Schemas in our API Deployment of Machine Learning Models

The API Endpoints Deployment of Machine Learning Models

Introduction to FastAPI Deployment of Machine Learning Models

Understanding the Architecture of the API Deployment of Machine Learning Models

Running the API Locally Deployment of Machine Learning Models

Tooling Deployment of Machine Learning Models

Building the Package Deployment of Machine Learning Models

Making Predictions with the Package Deployment of Machine Learning Models

Feature Engineering Code in the Package Deployment of Machine Learning Models

The Model Training Script & Pipeline Deployment of Machine Learning Models

Package Config Deployment of Machine Learning Models

Working with tox [Do NOT skip - important] Deployment of Machine Learning Models

Package Requirements Files Deployment of Machine Learning Models

Understanding the Reasoning Behind the Prod Code Structure Deployment of Machine Learning Models

Introduction to Production Code Deployment of Machine Learning Models

Getting Ready for Deployment (Final Pipeline) Deployment of Machine Learning Models

Should feature selection be part of the pipeline Deployment of Machine Learning Models

Feature Engineering Pipeline Demo Deployment of Machine Learning Models