Machine Learning

UBT
Published: 5 December 2022

Machine learning is the science (and art) of getting computers to act without being explicitly programmed. In recent years, machine learning has been the most prevalent tool that has allowed us to be able to design self-driving cars, practical speech recognition, effective web search, predict protein unfolding, and vastly improve understanding of the human genome. In this machine learning training, you will learn about the most effective machine learning techniques, and gain practice tinkering and implementing them yourself. More importantly, not only you’ll learn about the theoretical foundation of learning, but also gain the practical hands-on experience needed to quickly and powerfully apply these techniques to new real-world problems.

Training provider

UBT

Duration of training

4 Weeks

Topic of the training

Introduction to Machine Learning Systems High level introduction to the machine learning world Data Data manipulation with Pandas Data visualization with Matplotlib Data evaluation and feature selection Model (With case study: real world examples and data) Problem definition Model creation Supervised Classification Classical machine learning algorithms Neural networks Loss function Evaluation metric Optimizer Regression Unsupervised Model evaluation and tuning K-fold cross validation Selecting performance evaluation metrics Hyperparameter tuning Deployment Model conversion Model deployment

Total number of training hours

24 hours

Recurrence of training

3 Times per year

Min. number of participants for starting course

12

Certification upon ending

Certificate

Free / Paid

130€

Opening date/s for registration:

1 December 2022

Accessibility of venue for people with disabilities

Yes

Certification

Certification

Languages

ALB

Duration

Weeks

Level

Intermediary

Topic

Other

Training Provider

UBT

Training Type

Blended

Trainer

TBD

Contact(s) for registrations/questions

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