DIU-BLC
  • Advanced Data Analytics - M.Sc (Fall 2021)
    0%
  • Previous
  • Course data
    Welcome to Data Mining
    Announcements
    Student Attendance
    Course Introduction
    Course Introduction Video
    Google Meet Class Video (Introduction)
    Week 1: Python Fundamentals
    Discussion Thread (W-1): What you learn Today
    Google Meet Class Video (Sec-PC-A, A)
    Lab Session Week-1
    Weather Dataset Link and Programming for Handling Missing Data
    Google Meet Class Video (Sec-PC-A, A)
    Week 2: Working with Data
    Find some problems around you that can be solved by data mining.
    Python Basic Quiz
    Discussion Thread (W-2): What you learn Today
    Google Meet Class Video W-3 (PC-A, A)
    Lab Session Week-2
    Missing Data Correction [Python Code]
    Week 3: Data Exploration
    Class Discussion-Normalization Techniques
    Discussion Thread (W-3): What you learn Today
    Google Meet Class Video-3 (PC-A, A)
    Assignment-1
    Week-3 Lab Session
    Week 4: Classification and Prediction
    Another PPT of Classification
    Another Resource of Entropy and Gain
    Discussion Thread (W-4): What you learn Today
    Google Meet Class Video-4 (PC-A,A)
    Week-4 Lab Session
    Lab Practice: Google Colab Link Sheet: O2
    Week 5: Classification Tuning
    Quiz-1 (F)
    Decision Tree pdf
    Class Video Link - Decision Tree
    Decision Tree Entopy Gain
    Decision Tree: Submission the result of entropy and gain
    Gini Index
    Gini Index Video
    Week 6: Nearest Neighbor and Bayesian Classification
    Mid Exam Guideline
    Class test 2 - Download question and answer script. Submit answer here.
    KNN Another Resource
    Lab2_KNN_O2, O5
    Lab 2 KNN Submission: Section-O5
    Lab2 KNN: Section O3, O9
    Lab 2 KNN Submission: Section-O2
    Lab 2 KNN Submission: Section-O3
    Lab 2 KNN Submission: Section-O4
    Lab 2 KNN Submission: Section-O9
    Bayes' Theorem Example
    Extra Resource - Naive Bayes
    Google Meet Class Video-6 (E)
    Google Meet Class Video-6 (F)
    Classification basic test
    Week 7: Mid Exam
    Midterm Exam Answer Script Template [Download Link]
    Week 8: Association Rule Mining
    Apriori pdf resource
    Assignment on Apriori Algorithm
    Assignment on Apriori Algorithm
    Discussion Thread (W-8): What do you learn Today
    Google Meet Class Video-8 (PC-A)
    Week 9: Working with Clustering
    K-MEAN Clustering
    Hierarchal Clustering Approach
    Presentation Upload Link (PC-A and A)
    Discussion Thread (W-9): What do you learn Today
    Google Meet Class Video-9 (F) P-2
    Week 10: Data Visualization
    Basic Neural Network
    Discussion Thread (W-10): What do you learn Today
    Google Meet Class Video (PC-A)
    Week 11: Course Project Discussion
    Project Presentation Guideline
    Hierarchical Clustering
    Week 12: Review Week
    Write five real life example scenarios that can be solved by data mining.
    Week 13: Final Exam
    Final Exam Summer 2021 Question Paper
    Research Work
    Myocardial infarction complications Data Set
  • Next
  DIU-BLC
  • Guidelines
    For Teachers For Students
      Close
      Toggle search input
    • Log in
      Forgot Password?
    • Create new account
    Site Navigation
    NA (ZH-213)
    Home
    Skip to main content

    Course info

    1. Home
    2. Courses
    3. DIU
    4. Faculty of Science and Information Technology
    5. Computer Science and Engineering
    6. CSE Fall 2021
    7. NA (ZH-213)
    8. Summary

    Advanced Data Analytics - M.Sc (Fall 2021)

    • Teacher: Md Zahid Hasan (ZH)
    • Teacher: Md. Shahriar Shakil
    Skill Level: Beginner

    Follow Us

    Follow Us

    Follow Us

    Follow Us

    • Guidelines
      • For Teachers
      • For Students
    Copyright © 2022 Daffodil International University. All Rights Reserved.

    DIU Blended Learning Center © 2024. All rights reserved.
    Terms & Conditions Privacy Policy
    You are not logged in. (Log in)