Machine Learning Crash Course
This quick course teaches building and deploying machine learning models for ticket ranking from raw data, covering data preparation, feature engineering, model training, evaluation, and production integration.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Machine Learning Quick Course provides a swift, hands-on route from unprocessed text and data details to dependable ticket ranking models. Master data tidying, category coding, text preparation, and feature creation using TF-IDF, embeddings, and keyword markers. Construct and assess models with straightforward measures, mistake review, and cut-off points, then blend them securely into actual operations with oversight, refinement, and caution for hazards.
Elevify advantages
Develop skills
- Set up ML ticket models: outline inputs, outputs, tags, and achievements in a few days.
- Create rapid text features: tidy text, code data details, and use TF-IDF.
- Train speedy proof-of-concept models: logistic regression, decision trees, and basic combinations.
- Assess securely: select metrics mindful of business needs, review mistakes, adjust cut-offs.
- Roll out simple ML: watch for shifts, handle dangers, and improve with input from people.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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