Introduction to AI and machine learning (AI1)

Specialized training, Other

This course will introduce participants to the concepts of machine learning, deep learning and artificial intelligence. It will also explain the basics of machine learning, working with common algorithms and specific machine learning techniques. The course covers both the basic theoretical concepts of algorithms, but all participants will also learn how to apply these techniques in practical examples using Python and its libraries.

Location, current course term



Brno + online (volitelně)
11/13/2023 - 11/14/2023 CZECH
Order 		1/8/2024 - 1/9/2024 CZECH
Order 		3/4/2024 - 3/5/2024 CZECH
Order
Praha + online (volitelně)
11/6/2023 - 11/7/2023 CZECH
Order 		1/8/2024 - 1/9/2024 CZECH
Order 		3/4/2024 - 3/5/2024 CZECH
Order
Vlastní Školení na míru (termín, lokalita, obsah, délka)

The course:

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  • Introduction to AI and machine learning
    1. Machine learning
    2. Deep learning
    3. AI
  • Data Preprocessing
  • Supervised and unsupervised learning
  • Classification
    1. Introduction
    2. Regression
    3. SVM
    4. Decision Tree
    5. Bayes
    6. Random Forest
  • Clustering
    1. K-Means
    2. Mean Shift
    3. Hierarchical Clustering
  • KNN
Assumed knowledge:
No previous experience and knowledge of AI needed.
Schedule:
2 days (9:00 AM - 5:00 PM )
Course price:
316.00 € ( 382.36 € incl. 21% VAT)
Language: