Artificial Intelligence Lab (Fall 2021)

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• Select section CSE316: Artificial Intelligence Lab

  CSE316: Artificial Intelligence Lab

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  • Select activity Books

    Books

  • Select activity Textbook

    

    Textbook

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    • পাইথন প্রোগ্রামিং বই

  • Select activity Reference books

    

    Reference books

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    • A Practical Introduction to Python Programming Heinold
      
    • Introduction to Machine Learning with Python
      
    • Python Notes For Professionals
      

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    Telegram groups

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    Announcements Forum
• Select section Week 1

  Week 1

  • Select activity Introduction

    Introduction

  • Select activity Class video - 20/09/2021 (Section: A)

    

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  • Select activity Week 1: Discussion

    

    Week 1: Discussion Forum

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• Select section Week 2

  Week 2

  • Select activity Lecture-1 (copy)

    Lecture-1

  • Select activity Session I: Basics of Python

    Session I: Basics of Python

  • Select activity Learning Objectives Discuss the basics of P...

    Learning Objectives

    • Discuss the basics of Python
    • Syntax
    • Variable and data types
    • Arithmetic operations
  • Select activity Resources of learning Textbook

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    Resources of learning

    • Textbook
  • Select activity Online python coding platform

    

    Online python coding platform URL

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  • Select activity Class video

    Class video

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  • Select activity Class video - 27/09/2021 (Section: A)

    

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  • Select activity Week 2: Discussion

    

    Week 2: Discussion Forum

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• Select section Week 3

  Week 3

  • Select activity Lecture-2

    Lecture-2

  • Select activity Session II: Basics of Python

    Session II: Basics of Python

  • Select activity Learning Objectives Discuss the basics of P...

    Learning Objectives

    • Discuss the basics of Python
    • Conditional logics
    • Loops
  • Select activity Resources of learning Textbook (copy)

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    Resources of learning

    • Textbook
  • Select activity Online python coding platform

    

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  • Select activity Class video (copy)

    Class video

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  • Select activity Class video - 04/10/2021 (Section: A)

    

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  • Select activity Class video - 07/10/2021 (Section: C)

    

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  • Select activity Class video - 05/10/2021 (Section: D)

    

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  • Select activity Week 3: Discussion

    

    Week 3: Discussion Forum

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• Select section Week 4

  Week 4

  • Select activity Lecture-3

    Lecture-3

  • Select activity Session III: Basics of Python

    Session III: Basics of Python

  • Select activity Learning Objectives Discuss the basics of P...

    Learning Objectives

    • Discuss the basics of Python
    • Lists
    • Tuples
    • String
    • Function
    • Module
  • Select activity Resources of learning Textbook (copy) (copy)

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    Resources of learning

    • Textbook
  • Select activity Online python coding platform

    

    Online python coding platform URL

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  • Select activity Class video (copy) (copy)

    Class video

  • Select activity Lecture video - 1

    

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  • Select activity Class video - 18/10/2021 (Section: A)

    

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  • Select activity Class video - 28/10/2021 (Section: C)

    

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  • Select activity Class video - 19/10/2021 (Section: D)

    

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  • Select activity Week 4: Discussion

    

    Week 4: Discussion Forum

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• Select section Week 5

  Week 5

  • Select activity Assessment of Python

    Assessment of Python

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  • Select activity Lab Evaluation 1 - 25/10/2021 (Section: A)

    Lab Evaluation 1 - 25/10/2021 (Section: A)

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  • Select activity Lab Evaluation 1 - 25/10/2021 (Section: B)

    Lab Evaluation 1 - 25/10/2021 (Section: B)

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  • Select activity Lab Evaluation 1 - 04/11/2021 (Section: C)

    Lab Evaluation 1 - 04/11/2021 (Section: C)

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  • Select activity Lab Evaluation 1 - 26/10/2021 (Section: D) (copy)

    Lab Evaluation 1 - 26/10/2021 (Section: D)

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  • Select activity Week 5: Discussion

    

    Week 5: Discussion Forum

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• Select section Week 6

  Week 6

  • Select activity Lecture-4

    Lecture-4

  • Select activity Graph searching algorithm

    Graph searching algorithm

  • Select activity Learning Objectives Implementing the follow...

    Learning Objectives

    • Implementing the following graph algorithms
    • BFS
    • DFS
  • Select activity Resources of learning BFS Code fileDFS Code...

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    • BFS Code file
    • DFS Code file
  • Select activity Online python coding platform

    

    Online python coding platform URL

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  • Select activity Class video (copy) (copy) (copy)

    Class video

  • Select activity Class video - 01/11/2021 (Section: A)

    

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  • Select activity Class video - 25/11/2021 (Section: C)

    

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  • Select activity Class video - 02/11/2021 (Section: D)

    

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• Select section Week 7

  Week 7

  • Select activity Lecture-5

    Lecture-5

  • Select activity Dataset pre-processing and simple linear regressio...

    Dataset pre-processing and simple linear regression

  • Select activity Learning Objectives Understanding and demon...

    Learning Objectives

    • Understanding and demonstration of the dataset preprocessing techniques
    • Importing libraries and dataset
    • Taking care of missing data
    • Encoding categorical data
    • Splitting the dataset into the training set and test set
      
    • Feature scaling
    • Understanding and demonstration of the linear regression algorithm
      • Importing libraries and dataset
      • Preprocessing of the dataset
        
      • Predicting using linear regression
        
      • Visualizing the results
        
    
    
  • Select activity Resources of learning Dataset preprocessing...

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    Resources of learning

    • Dataset preprocessing:
      • Dataset pre-processing Google Colab code file
      • Dataset for dataset pre-processing
    • Simple linear regression:
      • Simple linear regression Google Colab code file
      • Dataset for simple linear regression
  • Select activity Class video (copy) (copy) (copy) (copy)

    Class video

  • Select activity Class video - 06/12/2021 (Section: A)

    

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  • Select activity Class video - 09/12/2021 (Section: C)

    

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  • Select activity Class video - 07/12/2021 (Section: D)

    

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• Select section Week 8

  Week 8

  • Select activity Lab Final

    Lab Final

  • Select activity Section: A - 13/12/2021

    Section: A - 13/12/2021

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  • Select activity Section: B - 13/12/2021

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  • Select activity Section: D - 14/12/2021

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  • Select activity Section: C - 16/12/2021

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  • Select activity Dataset

    

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• Select section Lab Assignment

  Lab Assignment

  • Select activity Question file

    

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