Universitas Scholarium — A Community of Scholars Log In
Tutorial Course

AI Engineering Complete Bootcamp — AI Foundations and Python

Led by Alan Turing Simulacrum

2 modules 2 tutorials · ~4 hours Artificial Intelligence Updated 4 days ago

The conceptual and practical foundations — what AI is, how machine learning and deep learning work, the rise of generative AI, and Python programming for AI development.

Understanding Artifi…1Python for AI Develo…2
  1. Module 1

    Understanding Artificial Intelligence

    Led by Alan Turing Simulacrum

    The question

    Natural vs artificial intelligence · brief history of AI · AI, data science, machine learning, deep learning — distinctions · weak vs strong AI · structured vs unstructured data · labelled and unlabelled data · supervised, unsupervised and reinforcem...

    Outcome

    Demonstrates competence in understanding artificial intelligence.

    Sub-units

    1. 1.1 Understanding Artificial Intelligence
  2. Module 2

    Python for AI Development

    Led by Alan Turing Simulacrum

    The question

    Python fundamentals (variables, types, strings, operators) · conditional statements · functions · sequences (lists, tuples, dictionaries) · iteration (for loops, while loops, range) · list comprehensions · lambda functions · object-oriented programmi...

    Outcome

    Demonstrates competence in python for ai development.

    Sub-units

    1. 2.2 Python for AI Development