Machine Learning
From the shape of a dataset to a model running in production. This track is being written now. Tell us you want it and we will send it the day it goes live — and we can deliver it as instructor-led training before then.
What the track will cover
This is the working outline. It shifts with what people actually ask for, so if something important to you is missing, say so — we would rather hear it now than after it is written.
Framing a problem as a learning task
Data preparation and feature engineering
Supervised learning: regression and classification
Unsupervised learning and clustering
Model selection, validation and overfitting
Evaluation metrics and what they hide
Interpretability and explaining a model
Deployment, monitoring and drift
When a simpler method beats a model
Two things you can do today
Read the AWS Cloud Foundations course
Our first free track is live in full — eleven modules, labs, a glossary and a 50-question final test. It is the honest sample of how we teach.
Book this as instructor-led training
Everything in the outline can be delivered live to your team now, tailored to your environment, without waiting for the written track.
Consulting, IT consulting and corporate trainers, delivered worldwide.
Contact
pc@pitcsolutions.com
+91 70492 35525
Indore, India · map
PITC LLC, United States