AI and Machine Learning from scratch

AI and Machine Learning from scratch

Course Summary

Discover the power and potential of machine learning through a practical and in-depth course covering everything from basic principles to advanced applications. During these two days, you will gain a comprehensive understanding of how to build, evaluate and improve machine learning models. By integrating theory with practical exercises, the course aims to give you the tools and confidence to use machine learning in your work.

The course is designed to be interactive and practice-oriented, with a mix of theory, hands-on programming, pair programming and discussions.

This course is organized in cooperation with one of our partners and is therefore not covered by the start guarantee.

The goal of this course is to give you a solid foundation in machine learning as well as a deeper understanding of deep neural networks. We aim to provide you with skills and knowledge that will allow you to carry out your own machine learning projects from start to finish and understand how advanced models can be applied to real-world problems.

This course is ideal for developers, data analysts, and anyone interested in immersing themselves in the world of machine learning.

Basic programming skills (preferably in Python).

This course has no certification

This course is delivered by trainers from Brivalo.

Contents

  • Introduction to AI
  • Introduction to Machine Learning
  • Workflow of a machine learning project
  • How to set up your development environment
  • Data collection, data preparation, and exploratory data analysis
  • Training, validation and testing of models
  • Assessment and fine-tuning of models
  • Introduction and in-depth study of Convolutional Neural Networks (CNN)
  • How to use LLMs in an application via APIs
  • How to deploy to the cloud, e.g. Azure
  • Practical exercises and project work
  • Pair programming and group discussions on challenges and solutions

Course literature
Aurélien Géron, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition.

Course Overview

16 900 kr

2 days

Can’t find a (suitable) date, but are interested in the course? Send in an expression of interest and we will do what we can to find a suitable opportunity.

Customized Courses

The course can be adapted from several perspectives:

  • Content and focus area
  • Extent and scope
  • Delivery approach

In interaction with the course leader, we ensure that the course meets your needs.

Skicka intresseanmälan för utbildningen

Send an expression of interest for the training