Topic outline

  • Artificial Intelligence Lab - Python

    • Welcome Message:

      Are you wondering about the future world? Yes, of course, Artificial Intelligence is going to rule in industries all over the world. Not only that,  but it will play its role in household works also. This course aims to introduce yourself to the world of Artificial Intelligence. The focus of this course will include Intelligent agents, Solving problems by searching, Game playing, Logical agents, Uncertainty, Natural language processing, and neural network. These will be some of the essential fundamental knowledge for every computer scientist in the future.

      You are welcome to browse the page.

      Hope we will have a memorable journey together.


    • Instructor's Information

      Instructor: Md Montasir Bin Shams(MBS)
      Designation: Lecturer
      Email: montasir.cse@diu.edu.bd
      Office: 903 DT5 
      Appointment in Google Calendar: Click here 
      Website: https://sites.google.com/view/diptomontasir

    • Course Objectives:

      After completing the course students will be able to:

      - Explain fundamentals of Python Language

      - Solve real life problems using Python

      - Implement a few basic ML algorithms

    • Assessment Policies:

      Class Attendance

                    10

      Lab Performance

                     25

       Project

                     25

      Lab Final

                       40

       Total

      		100



    • Grading Policy:


      Numerical Grade

      Letter Grade

      Grade Point

      80% and above

      A+

      (A Plus)

      4.0

      75% to less than 80%

      A

      (A regular)

      3.75

      70% to less than 75%

      A-

      (A minus)

      3.5

      65% to less than 70%

      B+

      (B Plus)

      3.25

      60% to less than 65%

      B

      (B regular)

      3.0

      55% to less than 60%

      B-

      (B minus)

      2.75

      50% to less than 55%

      C+

      (C Plus)

      2.5

      45% to less than 50%

      C

      C (regular)

      2.25

      40% to less than 45%

      D

       

      2.0

      Less than 40%

      F

       

      0.0



  • Forum

  • Week 1

    • Session I: Basics of Python

      Intended Learning Outcome:
      At the end of the session, student should be able to:

      • Give some simple examples of Prolog programs

      • Discuss the three basics of Python

      – Syntax

      – Variables and data types

      – List, tuples, dictionaries

      - Conditions and Loops

    • Lab 1 (section-C) Page
      Restricted Not available unless: You belong to Group-C
    • Lab 1 (Section: A) Page
      Restricted Not available unless: You belong to Group-A

    • Lab 1 (Section-B)

      Restricted Not available unless: You belong to Group-B

  • Week 2

    • Session II: Basics of Python

      Aim of this lecture:

        • The following topics will be discussed in the class

      – String

      - List

      - Dictionary


    • Lab 2 (Section: A) Page
      Restricted Not available unless: You belong to Group-A
    • Lab 2 (Section: B) Page
      Restricted Not available unless: You belong to Group-B
    • Lab 2 (Section: C) Page
      Restricted Not available unless: You belong to Group-C

  • Topic 4

    • Session III: Basics of Python

      Aim of this lecture:

        • The following topics will be discussed in the class

      – Function

      - Conditional Statement 

      - Loop



    • Live recorded lecture (Section -C) Page
      Restricted Not available unless: You belong to Group-C

  • Week 3

  • Week 4

    • Session IV: Pandas 

      Aim of the Session:

      –  Get Familiar with data frame
      –  Hands-on work for data frame , series using different datasets

    • Pandas_II (section-B &A ) Page
      Restricted Not available unless: You belong to Group-C

  • Week 5

  • Week 9

  • Week 11 & 12: Performance Test

    • File Submission link Assignment
      View Make a submission

      Marks:40

      Time: 2hrs 15 minutes

      Either upload the .ipynb file or put the google drive link here(make the link public: anyone can view it)

      ******Please don't knock or call me. Just do whatever you are asked to do and submit the task in a timely manner.