• Home
  • Free consultation
  • Learn ML
  • Blog
  • Past Projects
  • About Us
Machine Village
  • Home
  • Free consultation
  • Learn ML
  • Blog
  • Past Projects
  • About Us
Picture

Common ML use cases and algorithms


Most ML projects fall into one of 6 types of problems
Picture

Model building and deployment checklist


50 steps checklist from problem definition to post-deployment monitoring
Picture

​Frequently asked ML questions


Answers to questions asked by data scientists, software engineers, product managers, project managers and executives​

Picture

ML costs


Estimate the costs you will incur during project execution, deployment and maintenance
Picture

Model experimentation and evaluation


​You will need to build, deploy and test multiple model variants to know what works
Picture

3 stages of ML


​Create the model (data scientist), deploy the model (ML engineer), automate (DevOps)

Picture

ML using SageMaker


​Execute an ML project in theory, from data preparation through model monitoring
Picture

Real time vs Batch inferencing


​Should you deploy to a model to infer in real time, or invoke pre-stored predictions?
Picture

Managing ML projects


There are 7 stages in managing an ML project

Picture

Machine Learning Basics

Common use cases, categories, toolbox, quick start guide, FAQs, resources and more
  • Home
  • Free consultation
  • Learn ML
  • Blog
  • Past Projects
  • About Us