[ { "page": 1, "items": [ { "page": 1, "type": "TITLE", "location": { "l": 211.68, "t": 672.48, "r": 400.08, "b": 628.56 }, "text": "STARK STATE COLLEGE\nGENERAL SYLLABUS", "reading_order": 0, "level": 1 }, { "page": 1, "type": "TITLE", "location": { "l": 34.08, "t": 590.64, "r": 181.44, "b": 574.08 }, "text": "Course Information", "reading_order": 1, "level": 2 }, { "page": 1, "type": "TEXT", "location": { "l": 33.6, "t": 570.72, "r": 244.08, "b": 540.72 }, "text": "Course Name: Machine Learning\nCourse Number: AIN211", "reading_order": 2 }, { "page": 1, "type": "TITLE", "location": { "l": 34.56, "t": 515.04, "r": 180, "b": 498 }, "text": "Required Materials", "reading_order": 3, "level": 2 }, { "page": 1, "type": "TABLE", "location": { "l": 34.08, "t": 495.6, "r": 189.12, "b": 450.72 }, "text": "
Textbook(s):None
Required Readings:None
Additional Materials:None
", "rows": [ { "row_index": 0, "location": [ 34.08, 480.64, 189.12, 495.6 ], "cells": [ { "location": [ 34.08, 480.64, 111.6, 495.6 ], "text": "Textbook(s):", "html_text": "Textbook(s):", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 111.6, 480.64, 189.12, 495.6 ], "text": "None", "html_text": "None", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 1, "location": [ 34.08, 465.68, 189.12, 480.64 ], "cells": [ { "location": [ 34.08, 465.68, 111.6, 480.64 ], "text": "Required Readings:", "html_text": "Required Readings:", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 111.6, 465.68, 189.12, 480.64 ], "text": "None", "html_text": "None", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 2, "location": [ 34.08, 450.72, 189.12, 465.68 ], "cells": [ { "location": [ 34.08, 450.72, 111.6, 465.68 ], "text": "Additional Materials:", "html_text": "Additional Materials:", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 111.6, 450.72, 189.12, 465.68 ], "text": "None", "html_text": "None", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" } ], "n_rows": 3, "n_cols": 2, "ref": "#/tables/0", "reading_order": 4 }, { "page": 1, "type": "TITLE", "location": { "l": 33.6, "t": 423.12, "r": 222, "b": 406.56 }, "text": "Course Outline/Calendar", "reading_order": 5, "level": 2 }, { "page": 1, "type": "TEXT", "location": { "l": 33.36, "t": 402.48, "r": 549.6, "b": 373.2 }, "text": "The date of coverage and order of coverage may be modified based on the faculty member and events beyond the control of faculty members that interfere with class times and teaching.", "reading_order": 6 }, { "page": 1, "type": "TABLE", "location": { "l": 34.56, "t": 359.76, "r": 575.28, "b": 71.76 }, "text": "
WeekChapter/Topic/Lab
Week 1Topic: Introduction to Machine Learning• Week 1 Assignment, Week 1 Quiz
Week 2Topic: Tools to Implement AI Part 1• Week 2 Assignment, Week 2 Quiz
Week 3Topic: Tools to Implement AI Part 1• Week 3 Assignment, Week 3 Quiz
Week 4Topic: No-Code Tools for Data Exploration• Week 4 Assignment, Week 4 Quiz
Week 5Topic: Supervised Learning Part 1• Week 5 Assignment, Week 5 Quiz
Week 6Topic: Supervised Learning Part 2• Week 6 Assignment, Week 6 Quiz
Week 7Topic: Unsupervised Learning Part 1• Week 7 Assignment, Week 7 Quiz
Week 8Topic: Unsupervised Learning Part 2• Week 8 Assignment, Week 8 Quiz
Week 9Topic: Reinforcement Learning• Midterm, Reinforcement Learning Discussion Forum
Week 10Topic: Neural Networks• Week 10 Assignment, Week 10 Quiz
", "rows": [ { "row_index": 0, "location": [ 34.56, 333.5782, 575.28, 359.76 ], "cells": [ { "location": [ 34.56, 333.5782, 304.92, 359.76 ], "text": "Week", "html_text": "Week", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": true, "row_header": false, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 333.5782, 575.28, 359.76 ], "text": "Chapter/Topic/Lab", "html_text": "Chapter/Topic/Lab", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": true, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 1, "location": [ 34.56, 307.3964, 575.28, 333.5782 ], "cells": [ { "location": [ 34.56, 307.3964, 304.92, 333.5782 ], "text": "Week 1", "html_text": "Week 1", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 307.3964, 575.28, 333.5782 ], "text": "Topic: Introduction to Machine Learning• Week 1 Assignment, Week 1 Quiz", "html_text": "Topic: Introduction to Machine Learning• Week 1 Assignment, Week 1 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 2, "location": [ 34.56, 281.2145, 575.28, 307.3964 ], "cells": [ { "location": [ 34.56, 281.2145, 304.92, 307.3964 ], "text": "Week 2", "html_text": "Week 2", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 281.2145, 575.28, 307.3964 ], "text": "Topic: Tools to Implement AI Part 1• Week 2 Assignment, Week 2 Quiz", "html_text": "Topic: Tools to Implement AI Part 1• Week 2 Assignment, Week 2 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 3, "location": [ 34.56, 255.0327, 575.28, 281.2145 ], "cells": [ { "location": [ 34.56, 255.0327, 304.92, 281.2145 ], "text": "Week 3", "html_text": "Week 3", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 255.0327, 575.28, 281.2145 ], "text": "Topic: Tools to Implement AI Part 1• Week 3 Assignment, Week 3 Quiz", "html_text": "Topic: Tools to Implement AI Part 1• Week 3 Assignment, Week 3 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 4, "location": [ 34.56, 228.8509, 575.28, 255.0327 ], "cells": [ { "location": [ 34.56, 228.8509, 304.92, 255.0327 ], "text": "Week 4", "html_text": "Week 4", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 228.8509, 575.28, 255.0327 ], "text": "Topic: No-Code Tools for Data Exploration• Week 4 Assignment, Week 4 Quiz", "html_text": "Topic: No-Code Tools for Data Exploration• Week 4 Assignment, Week 4 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 5, "location": [ 34.56, 202.6691, 575.28, 228.8509 ], "cells": [ { "location": [ 34.56, 202.6691, 304.92, 228.8509 ], "text": "Week 5", "html_text": "Week 5", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 202.6691, 575.28, 228.8509 ], "text": "Topic: Supervised Learning Part 1• Week 5 Assignment, Week 5 Quiz", "html_text": "Topic: Supervised Learning Part 1• Week 5 Assignment, Week 5 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 6, "location": [ 34.56, 176.4873, 575.28, 202.6691 ], "cells": [ { "location": [ 34.56, 176.4873, 304.92, 202.6691 ], "text": "Week 6", "html_text": "Week 6", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 176.4873, 575.28, 202.6691 ], "text": "Topic: Supervised Learning Part 2• Week 6 Assignment, Week 6 Quiz", "html_text": "Topic: Supervised Learning Part 2• Week 6 Assignment, Week 6 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 7, "location": [ 34.56, 150.3055, 575.28, 176.4873 ], "cells": [ { "location": [ 34.56, 150.3055, 304.92, 176.4873 ], "text": "Week 7", "html_text": "Week 7", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 150.3055, 575.28, 176.4873 ], "text": "Topic: Unsupervised Learning Part 1• Week 7 Assignment, Week 7 Quiz", "html_text": "Topic: Unsupervised Learning Part 1• Week 7 Assignment, Week 7 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 8, "location": [ 34.56, 124.1236, 575.28, 150.3055 ], "cells": [ { "location": [ 34.56, 124.1236, 304.92, 150.3055 ], "text": "Week 8", "html_text": "Week 8", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 124.1236, 575.28, 150.3055 ], "text": "Topic: Unsupervised Learning Part 2• Week 8 Assignment, Week 8 Quiz", "html_text": "Topic: Unsupervised Learning Part 2• Week 8 Assignment, Week 8 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 9, "location": [ 34.56, 97.9418, 575.28, 124.1236 ], "cells": [ { "location": [ 34.56, 97.9418, 304.92, 124.1236 ], "text": "Week 9", "html_text": "Week 9", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 97.9418, 575.28, 124.1236 ], "text": "Topic: Reinforcement Learning• Midterm, Reinforcement Learning Discussion Forum", "html_text": "Topic: Reinforcement Learning• Midterm, Reinforcement Learning Discussion Forum", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" }, { "row_index": 10, "location": [ 34.56, 71.76, 575.28, 97.9418 ], "cells": [ { "location": [ 34.56, 71.76, 304.92, 97.9418 ], "text": "Week 10", "html_text": "Week 10", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/1" }, { "location": [ 304.92, 71.76, 575.28, 97.9418 ], "text": "Topic: Neural Networks• Week 10 Assignment, Week 10 Quiz", "html_text": "Topic: Neural Networks• Week 10 Assignment, Week 10 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/1" } ], "ref": "#/tables/1" } ], "n_rows": 11, "n_cols": 2, "ref": "#/tables/1", "reading_order": 7 } ] }, { "page": 2, "items": [ { "page": 2, "type": "TABLE", "location": { "l": 34.56, "t": 757.92, "r": 575.28, "b": 591.36 }, "text": "
WeekChapter/Topic/Lab
Week 11Topic: Deep Learning 1• Week 11 Assignment, Week 11 Quiz
Week 12Topic: Deep Learning 2• Week 12 Assignment, Week 12 Quiz
Week 13Topic: ML Project – Supervised Learning• Week 12 Assignment, Week 13 Quiz
Week 14Topic: ML Project – Unsupervised Learning• Week 13 Assignment, Week 14 Quiz
Week 15Topic: Deep Learning Project• Week 15 Assignment, Week 15 Quiz
Week 16Final Exam
", "rows": [ { "row_index": 0, "location": [ 34.56, 734.1257, 575.28, 757.92 ], "cells": [ { "location": [ 34.56, 734.1257, 304.92, 757.92 ], "text": "Week", "html_text": "Week", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": true, "row_header": false, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 734.1257, 575.28, 757.92 ], "text": "Chapter/Topic/Lab", "html_text": "Chapter/Topic/Lab", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": true, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 1, "location": [ 34.56, 710.3314, 575.28, 734.1257 ], "cells": [ { "location": [ 34.56, 710.3314, 304.92, 734.1257 ], "text": "Week 11", "html_text": "Week 11", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 710.3314, 575.28, 734.1257 ], "text": "Topic: Deep Learning 1• Week 11 Assignment, Week 11 Quiz", "html_text": "Topic: Deep Learning 1• Week 11 Assignment, Week 11 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 2, "location": [ 34.56, 686.5371, 575.28, 710.3314 ], "cells": [ { "location": [ 34.56, 686.5371, 304.92, 710.3314 ], "text": "Week 12", "html_text": "Week 12", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 686.5371, 575.28, 710.3314 ], "text": "Topic: Deep Learning 2• Week 12 Assignment, Week 12 Quiz", "html_text": "Topic: Deep Learning 2• Week 12 Assignment, Week 12 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 3, "location": [ 34.56, 662.7429, 575.28, 686.5371 ], "cells": [ { "location": [ 34.56, 662.7429, 304.92, 686.5371 ], "text": "Week 13", "html_text": "Week 13", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 662.7429, 575.28, 686.5371 ], "text": "Topic: ML Project – Supervised Learning• Week 12 Assignment, Week 13 Quiz", "html_text": "Topic: ML Project – Supervised Learning• Week 12 Assignment, Week 13 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 4, "location": [ 34.56, 638.9486, 575.28, 662.7429 ], "cells": [ { "location": [ 34.56, 638.9486, 304.92, 662.7429 ], "text": "Week 14", "html_text": "Week 14", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 638.9486, 575.28, 662.7429 ], "text": "Topic: ML Project – Unsupervised Learning• Week 13 Assignment, Week 14 Quiz", "html_text": "Topic: ML Project – Unsupervised Learning• Week 13 Assignment, Week 14 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 5, "location": [ 34.56, 615.1543, 575.28, 638.9486 ], "cells": [ { "location": [ 34.56, 615.1543, 304.92, 638.9486 ], "text": "Week 15", "html_text": "Week 15", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 615.1543, 575.28, 638.9486 ], "text": "Topic: Deep Learning Project• Week 15 Assignment, Week 15 Quiz", "html_text": "Topic: Deep Learning Project• Week 15 Assignment, Week 15 Quiz", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" }, { "row_index": 6, "location": [ 34.56, 591.36, 575.28, 615.1543 ], "cells": [ { "location": [ 34.56, 591.36, 304.92, 615.1543 ], "text": "Week 16", "html_text": "Week 16", "links": [], "cell_header_index": 0, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": true, "placeholder": false, "ref": "#/tables/0" }, { "location": [ 304.92, 591.36, 575.28, 615.1543 ], "text": "Final Exam", "html_text": "Final Exam", "links": [], "cell_header_index": 1, "rowspan": 1, "colspan": 1, "column_header": false, "row_header": false, "placeholder": false, "ref": "#/tables/0" } ], "ref": "#/tables/0" } ], "n_rows": 7, "n_cols": 2, "ref": "#/tables/0", "reading_order": 0 } ] } ]