Programming Courses

Artificial Intelligence and Data Science with Python

441

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.

Artificial Intelligence and Data Science with Python 441 Course
1 Semester

für 13-18 Jährige

Online, Klassenzimmer

Prerequisites: Mix Advanced Programming course or Logiscool Entry Test

24/7 MyLogiscool access

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Professional knowledge for the 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.

Höhepunkte

The course will center around the following themes:

Practical use of data science methods

Data visualization

Supervised learning: classification and regression problems and method

Unsupervised learning: clustering and methods

Recommendation systems, association rules, anomaly detection

Neural networks: image and face recognition and video analysis, chat bot, auto-completion, voice recognition

Deep neural networks: automatizaton, self-driving cars, GAN

Practical uses and ethical issues

Performing independent project tasks

Anforderungen

Scoolers need to take the Python Advanced - 432 course or the Logiscool Python exam or the Python Institute PCEP exam as prerequisite.

Notwendige Software

  • Offline at a Logiscool school: Our students will need a Google Account. We provide all other necessary equipment for the course.
  • For an online course: 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 441 Course
1 Semester

für 13-18 Jährige

Online, Klassenzimmer

Prerequisites: Mix Advanced Programming course or Logiscool Entry Test

24/7 MyLogiscool access

Registrieren
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