Programming Courses

Artificial Intelligence and Data Science with Python

434

During the course, students will become familiar with various algorithms based on machine learning and learn to program them in Python. The future-proof knowledge gained here can be used in all areas of life in our digital world.

Open Days
Artificial Intelligence and Data Science with Python 434 Course

for 13-18 years olds

online, classroom

Prerequisites: Python 433 Course or having a PCEP exam

24/7 MyLogiscool access

Professional knowledge for youngsters

Our Scoolers learn about data science, machine learning, predictive algorithms and the practical applications of neural networks to solve problems that require artificial intelligence. At the end of the semester, students will be able to program and apply machine learning algorithms in the Python language on their own - by using different methods. All this lays the foundation for the participants' subsequent data science and professional studies.

Highlights

The course will center around the following themes:

Practical use of data science methods

CRISP-DM methodology for data science projects, overfitting, underfitting

Data visualization

Supervised learning: classification, regression problems, and methods (kNN, decision tree, linear and logistic regression)

Unsupervised learning: clustering and methods (Means, hierarchical clustering, DBSCAN)

Recommendation systems, association rules, anomaly detection

Performing independent project tasks

Requirements

Completion of Python 433 Course or having a PCEP exam.

Necessary software

  • Offline at a Logiscool location: Our students will need a Google Account. We provide all other necessary equipment for the course.
  • In case the school opens online courses: A prerequisite for taking an online course is a home laptop or computer with a stable Internet connection and a built-in or external microphone, a mouse, and a Google Account. A headset and webcam can also be useful. We provide the software needed for online communication.
Artificial Intelligence and Data Science with Python 434 Course

for 13-18 years olds

online, classroom

Prerequisites: Python 433 Course or having a PCEP exam

24/7 MyLogiscool access

International edutaining community portal for kids
With MyLogiscool, our world-class edutaining community portal, students can find inspiration in their peers' projects. They can practice what they learnt and enhance their knowledge while playing with our cool mini quests, high score games, quizzes and challenges. The platform encourages them to pursue useful and fun activities in between lessons and also informs them about upcoming international and local news and events at Logiscool. Help your kids learn the language of the future! Book a free Open day and let them discover the coolest mysteries of the digital realm.