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EN413104 2566/1
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EN413104 :: COMPUTER APPLICATION IN INDUSTRY
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Industrial Engineering
EN413104 2566/1
Enrolment options
Course Overview
EN413104 การประยุกต์คอมพิวเตอร์ในงานอุตสาหกรรม
COMPUTER APPLICATION IN INDUSTRY
วิศวกรรมอุตสาหการ/วิศวกรรมโลจิสติกส์
Price
FREE
Enrol Now
Last Updated On 28 June 2023
81 Students Enrolled
154 Downloadable Resources
2 Assignments
Course Content
Start Date: 19/06/22
Category:
Industrial Engineering
General
Final Examination: 14 November 2564
Midterm Quiz 2566/1
Midterm Quiz 2566/1
แบบประเมินก่อนเรียน / หลังเรียน
แบบประเมินก่อนเรียน
แบบประเมินหลังเรียน
Class document
Logistics Quantitative Analysis
Lingo v.19.00 Download
lingo v19 license IEKKU
Main document
Class 1 : Introduction
Class 2 Optimization problem with Excel Solver
Class 2 1 Solver
Class 2 2 Solver
Class 3: Solving LP with Lingo
Class 3: Solving LP with Lingo (pdf)
Mathematical Formulation (PDF)
Mathematical Formulation (docx)
Class 3: Lingo File Example : Linear Programming (Generalized)
Class 3: Lingo File Example : Linear Programming
Class 3: Lingo File Example : Shortest Path
Class 3: Lingo File Example : MaxFlow
Class 4: Data Processing (pdf)
Class 4: Example Excel Data
Class 4: Data Processing Excel file (xlsx)
Class 5 Graph Theory
Class 5 Graph Theory
Network P1 CSV File
Example: 5/9/2023
Class 5 Graph Theory Colab Link
Class 6 Multi Criteria Decision Making (MCDM)
Colab TOPSIS Example
Class 3: Excel file
Class 3: Presentation pdf
Class 3: Presentation
Class 5: Solver 2 (Excel)
Class 6: VBA Presentation
Class 7: Clustering Method Presentation
Class 7 Clustering
Class 7: K-mean Clustering Excel File
Class 7 kmean Clustering VBA
Colab: Density-based clustering
Colab 2/2/2024
Activity 2 dataset
Activity 3 dataset
Class 8 VBA
Class 8: VBA Excel file
Class 9 Regression
Class 9 Regression Excel file
Colab Multiple Linear Regression
Wine data
Wine Data (Google Sheet)
Logistics Regression Data (Google Sheet)
Class assignment
Assignment 1 Solution
ส่งงาน : Assignment 3 (Lingo)
ส่งงาน : Assignment 5 (AS/RS system)
AS/RS Solution Example
Computer Application Assignment 1
Report design and analysis
Report Visualization / Regression
Class Quiz
Quiz : Optimization problem with Solver (1)
Quiz : Shortest Path Alogithm
Quiz : Minimum Cost Flow with demand
Quiz : Clustering
Quiz : Optimization problem with Solver (2)
Quiz
Quiz 1 : กลางภาค 2565/2
Quiz 2 : Pathfinding (Dijkstra algorithm)
Quiz 3 : Pathfinding (A*)
Quiz 04 : Linear Programming
Quiz 5 : Clustering
Quiz 6 : Graph Theory
Quiz 7: MCDM
Quiz 8 : Multiple Linear Regression
Quiz 01
Quiz 02
Quiz 02 : Pathfinding
Quiz 04
แบบประเมินหลังเรียน (5 คะแนน)
Final Examination Assignment 2022/1
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Class presentation files
Class 1 Introduction
Class 2 Basic Function
Class 3 Data Table
Class 4 Data Visualization
Class 5 Data Lookup
Class 6 Conditioning
Class 7 MCDM
Class 8 Solver
Class 9 k-mean clustering
Class 11 Solver VBA
Class 12 Introduction to Data analytics
Class 13 Performance Evaluation
Class 13-2 addtitional Performance Evaluation
Class 14 Decision Tree
Class 15 Clustering
Class 16 Regression
Class 12 Machine Learning
additional: Box and Whisker
03 Pathfinding
DataCleanup
Excel File
Class 2 : Basic Function
Class 3 Data Table
Class 4 Data lookup
Class 5 Data Visualization
Class 6 MCDM
Class 7 Solver
Class 7 Solver (VBA)
Class 8 Solver
Class 9 kmean Clustering
Class 9 kmean Clustering (VBA)
Class 11 VBA
Class 16 Regression
Class 4 Data Visualization
Class 5 Data lookup
Class 6 Conditioning
Class 7 MCDM
Class 8 Solver
Class 9 k-mean clustering
Class 11 SolverVBA
Section 9
Section 10
Quiz 2564/2
Quiz 01 Basic Excel (Reference)
Quiz 02 Basic Function
Quiz 3 Solver 1
Midterm Quiz
Final Examination (18/4/2022)
Final 1: KNN Clustering
Final 2: Regression
Final 3: Decision Tree
Quiz
Quiz 1
Quiz 2
Quiz 3 Solver
Examination (Takehome)
Class video 2564/1
k-mean clustering
Class 1 Introduction
Class 3 Data Table
Class 4 Data Visualization
Class 5 Data lookup
Class 6 Conditioning
Class 7 MCDM
Class 8 Solver
Class 9 k-mean Clustering
Class 10 Basic VBA
Class 11 Solver VBA
Class 12: Introduction to ML
Class 13: Classification
Class 14: Clustering
Class 15: Neuron Network
Conclusion
Class video 2564/2
Class 1 Course Introduction
Class 2 Excel Basic Function
Class 3 Data table & Pivot table
Class 4 Data lookup
Class 5 Visualization
Class 6 MCDM
Class 7 Solver (LP, MaxFlow)
Class 8 Solver (Shortest path, Scheduling)
Class 9 k-mean clustering
Class 10 Introduction to VBA
Class 11 More VBA
Class 12 Introduction to Data Analytics
Class 13 Performance Evaluation
Class 14 Classification
Class 15 Clustering
Class 16 Regression
About the Instructor
528 Students
13 Courses
กฤษณรัช นิติสิริ
krisni
กฤษณรัช นิติสิริ
Enrolment options
EN413104 :: COMPUTER APPLICATION IN INDUSTRY
EN413104 การประยุกต์คอมพิวเตอร์ในงานอุตสาหกรรม
COMPUTER APPLICATION IN INDUSTRY
วิศวกรรมอุตสาหการ/วิศวกรรมโลจิสติกส์
Teacher:
ผศ.กฤษณรัช นิติสิริ
Skill Level
:
Beginner
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Price
FREE
Enrol Now
Last Updated On 28 June 2023
81 Students Enrolled
154 Downloadable Resources
2 Assignments
Course Features
Lectures
16
Quizzes
2
Start Date
19 Jun 2022
Skill level
Beginner
Language
English
Assessments
Yes
Tags
No Tags.