Tutorial 081: Object-Oriented Python I – S2P Africa

Course Content

Python: Modeling, Machine Learning & Design

This course covers: • Programming, Design & AI • Python Lexical Analysis with Geometrical visualizations; • Fusion 360 Basics; • Introduction to Machine Learning; • Fundamental types and the Python Object Model; • Programme Structure, Execution & Debugging; • The Fusion 360 API Object Model and Parametric Modeling. • Models for simulation scenarios and design

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Design Lecture Series: Python for Modeling, Machine Learning & Design

Lecture 001: Python for Modeling, Machine Learning & Design: Pre-Lecture Guide

Lecture 011: Introducing Machine Learning

Lecture 012: Lexical Analysis

Tutorial 012: Lexical Analysis

Lecture 021: Python Collections and Controls

Lecture 022: Supervised Learning

Tutorial 021: Python Collections and Controls I

Tutorial 022: Supervised Learning

Lecture 031: Python Collections and Controls I Review

Lecture 032: Python Collections and Controls I Tutorial Review

Lecture 033: Python Collections and Controls II

Tutorial 031: Python Collections and Controls II

Tutorial 032: Perceptron Algorithm

Lecture 041: Unsupervised Learning

Lecture 042: Python Collections and Controls III

Tutorial 041: Unsupervised Learning

Tutorial 042: Python Collections and Controls III

Lecture 051: Unsupervised Learning II

Lecture 052: Simple Models in Fusion 360 API

Tutorial 051: Simple Models in Fusion 360 API

Tutorial 052: Unsupervised Learning II

Assignment 050: Simple Models in Fusion 360 API

Lecture 061: Simple Models in Fusion 360 API II

Tutorial 061: Simple Models in Fusion 360 API II

Tutorial 062: KMeans Clustering

Lecture 071: Simple Models in Fusion 360 API III

Tutorial 071: Collections and Comprehensions

Tutorial 072: Machine Learning Recap

Lecture 081: Object-Oriented Python I

Lecture 082: Machine Learning Recap II

Tutorial 081: Object-Oriented Python I

Tutorial 082: Machine Learning Recap II

Lecture 091: Object-Oriented Python II-1

Lecture 091: Object-oriented Python II-2

Lecture 091: Object-Oriented Python II-3

Tutorial 091: Object-Oriented Python III

Lecture 101: Distinguish Between Males and Females

Tutorial 101: Distinguishing Between Males and Females

Lecture 102: Fusion 360 Object Model

Lecture 111: Distinguish Between Males and Females II

Lecture: 112: Fusion 360 Object Model II

Lecture 121: Perceptron

Lecture 122: Fusion 360 Object Model III

Tutorial 122: Fusion 360 Object Model III

S2P Africa Initiative Student Internship

INTERACTIVE MATH WITH PYTHON PRE-COURSE WEBINAR

PMMD 2001: Python for Modeling, Machine Learning & Design

Exercise Files

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