Fundamentals of Data Science and Artificial Intelligence Technologies: Methods and Models
For more information contact:
Leading specialistOrdynskaya Marina Yurievna, room 607-7., tel. +375 17 397-82-95, +375 29 639-65-63,
e-mail:ordinskaya@bsuir.by
leading specialistKrischenovich Veronika Anatolyevna,room 607-7., tel. +375 17 397-82-95, +375 29 390-88-95,
e-mail:krish@bsuir.by
Deputy DeanGarbuz Vitaly Borisovich, room 402-8., tel. +375 29 686-61-14,
e-mail:garbuz@bsuir.by
Registration is carried out via an electronic form. Training begins as groups are formed.
Price
610 BYN
Duration
36 hours
About the program
Advanced training program "Fundamentals of Data Science and Artificial Intelligence Technologies: Methods and Models"
Program content:
SECTION 1. Fundamentals of Machine Learning and Data Science (20 hours)
Introduction to Data Science and Machine Learning
Essential Python Libraries for Machine Learning
Classification of machine learning algorithms
Linear Regression Algorithms
Algorithms for ensemble models. Clustering models
SECTION 2. Artificial intelligence (16 academic hours)
Basics of neural network theory
Creating a neural network using the Keras library
Creating a neural network using the TensorFlow library
Working with data
Preliminary class schedule:
(Mon) 9.00 – 16.00 (8 hours);
(Tue) 9.00 – 16.00 (8 hours);
(Wed) 9.00 – 16.00 (8 hours);
(Thu) 9.00 – 16.00 (8 hours)
(Fri) 9.00 – 12.00 (4 hours) + test.
Apply for the program
Fundamentals of Data Science and Artificial Intelligence Technologies: Methods and Models