Fundamentals of Artificial Intelligence - Theory and Practical
From 28.32 C$ /h
Two options: Only Theory or Theory with practical using Python
After successful completion of this course, a student will
- have deep knowledge and insight in a limited number of basic techniques from Artificial Intelligence, including: basic search methods, heuristic search methods, optimal path search methods, optimal path search methods with limited memory use, game search techniques, version spaces machine learning, backtracking techniques for constraint processing, consistency techniques for constraint processing, hybrid techniques for constraint processing, strips planning
- be able to simulate each of the above techniques with pen and paper (and using python) on examples,
- have insight into the relevance of these techniques for applications,
- be able to use the algorithms to develop solutions on a computer for less small examples,
- have insight in the relations between these techniques.
Prerequisite: Knowledge of python (if option practical chosen). If no knowledge of python, check out https://www.apprentus.com/en-be/private-lessons/leuven/computers-electronics/python/python-zero-to-hero
After successful completion of this course, a student will
- have deep knowledge and insight in a limited number of basic techniques from Artificial Intelligence, including: basic search methods, heuristic search methods, optimal path search methods, optimal path search methods with limited memory use, game search techniques, version spaces machine learning, backtracking techniques for constraint processing, consistency techniques for constraint processing, hybrid techniques for constraint processing, strips planning
- be able to simulate each of the above techniques with pen and paper (and using python) on examples,
- have insight into the relevance of these techniques for applications,
- be able to use the algorithms to develop solutions on a computer for less small examples,
- have insight in the relations between these techniques.
Prerequisite: Knowledge of python (if option practical chosen). If no knowledge of python, check out https://www.apprentus.com/en-be/private-lessons/leuven/computers-electronics/python/python-zero-to-hero
Location
Online from Belgium
About Me
I am currently working for the Flemish government. I boast of many years of experience in teaching programming and music theory. I am presently engaged in making robots smarter for the Flemish industry and producing music.
Education
Graduate with Bachelor degree with honours in Mechatronics and Robotics Engineering, and an Advanced Masters degree (distinction) in Artificial Intelligence at KU Leuven.
Experience / Qualifications
I have a couple of years of experience teaching A level courses, math and computer science and guitar basics to students .
Age
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Student level
Beginner
Duration
60 minutes
The class is taught in
English
Skills
Availability of a typical week
(GMT -05:00)
New York
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
Python is a very powerful language with the potential of being implemented in every domain imaginable. I have designed this course in a way that will assist any beginner to grasp the necessary concepts of Python. One can start writing complex python codes in no time and if you are someone who knows nothing about Python but wants to have the skills to build something with Python and doesn’t want to invest too much time, this course is what you need!!!
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