KI PHI

WEEK 02

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Intro

G.

About Me

UX, UI, CODE

Designer and coder. Background in code, worked mostly in design...

Part 1: AI Learning - Algorithms and Experiences

1.1 AI/ML/DL

AI

Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines that work and react like humans.

diagram

ML

Machine Learning at its most basic is the practice of using algorithms to parse data, learn from it, and then make a determination or prediction about something in the world.

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So rather than hand-coding software routines with a specific set of instructions to accomplish a particular task, the machine is “trained” using large amounts of data and algorithms that give it the ability to learn how to perform the task.

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diagram

1.2 The steps of ML

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1.3 What is a neural network?

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diagram

1.4 What is Deep Learning

DL

Deep learning is a specific subfield of machine learning, a new take on learning representations from data which puts an emphasis on learning successive "layers" of increasingly meaningful representations.

The 'Deep' in Deep Learning

diagram
diagram

Part 2: Human Learning - A Philosophical View

Is man an unnatural animal?

A denatured animal...

Animal baby...

We are failed animals

We are accomplished humans

Invent

Space for freedom

Existence precede essence

Part 3: Practice

Perspectives

Abstract

George Berkeley - Objects cannot exist without being perceived

Maurice Merleau Ponty

The perceiving body and its perceived world could not be disentangled from each other

Abstract

Reading list

  • Field guide
  • POAI
  • Credits