mie., 29 ian.
|Webinar
Basics of Machine Learning
Get the fundamentals right! This course will gradually get you up to speed with machine learning. You'll learn the relevant tools and by the end of it, be able to compete on Kaggle and apply ML to your day-to-day job. Price: 299 € / 5 workshops
Time & Location
29 ian. 2025, 18:30
Webinar
Details
Price: 299 € / 5 workshops
Length: 1 month
The course agenda is as follows:
- ML project lifecycle
Problem definition
Dataset preparation
Feature selection
Feature engineering
Feature importance
Model debugging
Error analysis
Over-fitting / Under-fitting
- Best practices / Tips and tricks
- Linear models
Linear regression
Logistical regression
- Naive Bayes
- NLP (natural language processing)
- Tree models
DecisionTrees
RandomForests
GradientBoostedTrees
- Neural Networks
Multilayer perceptrons
The sessions:
Once a week begging at 18:30
Each session will be 1h 30m long
There will be homework to be done, but the feedback will be private
This course requires a minimum commitment of 8h / week for self-study (excluding the time spent at the workshops)
*Regulament General privind protecția datelor:
Prin completarea acestui formular de înregistrare cu datele dumneavoastră personale, vă asigurăm că respectăm legislația UE privind Regulamentul general privind protecția datelor (GDPR). Consimțământul dumneavoastră reflectă trecerea numelui și informațiile de contact in baza de date a companiei.
Dorim să vă asigurăm că datele personale colectate și prelucrate de noi NU sunt transmise terților în scopuri de marketing sau în alte scopuri decât cele pentru care au fost colectate.