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UCS654: Predictive Analytics using Statistics (Jan - June 2023)

Table of Content
Join Telegram Group | Click Here
Marking Scheme
  1. MST - 25 Marks
  2. EST - 35 Marks
  3. Assignment - 15 Marks (5 Assignments)
  4. Lab - 10 Marks (10 Guided Projects)
  5. Kaggle - 15 Marks (3 Kaggle Hack)
  • Special Offer (Top 50 in the leaderboard will get A grade)
- Participate in Kaggle Problem: Player Contact Detection in NFL
- For more info: https://www.kaggle.com/competitions/nfl-player-contact-detection
- Last Date to participate: 23rd Feb 2023
- Add "Thapar" as a prefix in the "Team Name" (e.g. Thapar - Team Sharma)
- Maximum team size allowed is 3 (All will get A grade; You may be called for the verification of your result)
01 - Lecture Resources
01 - Lecture Resources
  • Topic01 - Topsis - Multiple Criteria Decision Making  |  Link
  • Topic02 - Machine Learning using Pycaret | Link
  • Topic03 - Data Generation using Modelling and Simulation for Machine Learning | Link
  • Topic04 - Multi-Threading using Python | Link
  • Topic05 - Association Mining - Apriori | Link
  • Topic06 - NA | Link
02 - Labs Experiments
02 - Labs Experiments
General Instructions
  • Step 1: Create a login with Thapar email id on Coursera (coursera.org).
  • Step 2: Complete the given below "Guided Project" and submit the "Compeletion Certificate" link.
  • Step 3: Explore Sample Certificate | Click Here
  • Step 4: Explore all "Guided Projects" on Coursera | Click Here
    
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03 - Assignments
03 - Assignments
  • Assignment01 - Topsis | 03 Marks | Due Date: 23 Jan 2023 | 07:59:59 | Assignment Link | Submission Link
  • Assignment02 - Mashup | 03 Marks | Due Date: 13 Feb 2023 | 07:59:59 | Assignment Link | Submission Link
  • Assignment03 - NA | 03 Marks | Due Date: 20 Feb 2023 | 07:59:59 | Assignment Link | Submission Link
  • Assignment04 - NA | 03 Marks | Due Date: 27 Feb 2023 | 07:59:59 | Assignment Link | Submission Link
  • Assignment05 - NA | 03 Marks | Due Date: 10 April 2023 | 07:59:59 | Assignment Link | Submission Link
Assignment01 - Marks Analysis | 05 Marks | Due Date: 30 Jan 2022 | 23:59:59 | Assignment Link | Submission Link
Assignment02 - Feature Extraction | 05 Marks | Due Date: 06 Feb 2022 | 23:59:59 | Assignment Link | Submission Link
Assignment03 - Classification | 05 Marks | Due Date: 20 Feb 2022 | 23:59:59 | Assignment Link | Submission Link
​​Assignment05 - Google Data Studio | 05 Marks | Due Date: 10 March 2022 | 23:59:59 | Assignment Link | Submission Link
04-KaggleHack
04 - Kaggle Hack
  • Kaggle Hack 01 - 05 Marks | Due Date: 30 Jan 2023 | 07:59:59 | Click Here to participate
  • Kaggle Hack 02 - 05 Marks | Due Date: 27 March 2023 | 07:59:59 | Click Here to participate
  • Kaggle Hack 03 - 05 Marks | Due Date: 17 April 2023 | 07:59:59 | Click Here to participate
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