| No. | Lab | Posted on | Deadline | Comments etc. |
| 01 | ZIP HTML |
19 Jan (11:20 AM) | 26 Jan (11:59 PM) | This is an ungraded lab. [Topics: Intro. to Python, numpy, pandas, matplotlib] |
| 02 | ZIP HTML |
27 Jan (11:20 AM) | 02 Feb (11:59 PM) | Lab-2.zip is for practice (i.e., ungraded). [Topics: Dataframes using pandas] |
| 03 | ZIP HTML |
01 Feb (12:10 PM) | 14 Feb (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (lab-3.ipynb). [Topics: Hypothesis testing exercise.] |
| 04 | ZIP HTML |
07 Feb (4:40 PM) | 16 Feb (11:59 PM) | Lab-4.zip is for practice (i.e., ungraded). [Topics: Working with SQL] |
| 05 | ZIP HTML |
14 Feb (3:45 PM) | 28 Feb (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (lab-5.ipynb). [Topics: Parameter estimation exercise.] |
| 06 | ZIP HTML HTML |
23 Feb (3:10 PM) | 02 Mar (11:59 PM) |
Lab-6.zip is for practice (i.e., ungraded). It has two parts. [Topics: Wrangling files and dataframes.] |
| 07 | ZIP HTML |
23 Mar (8:45 AM) | 30 Mar (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (Lab-7.ipynb). [Topics: Simple Linear Regression.] |
| 08 | ZIP HTML |
30 Mar (10:15 AM) | 07 Apr (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (Lab-8.ipynb). [Topics: k-NN classification.] |
| 09 | ZIP HTML |
05 Apr (6:15 PM) | 15 Apr (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (Lab-9.ipynb). [Topics: Multiple Linear Regression.] |
| 10 | ZIP HTML |
15 Apr (5:45 PM) | 03 May (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (Lab-10.ipynb). [Topics: Logistic Regression.] |
| 11 | ZIP HTML |
28 Apr (7:40 PM) | 10 May (11:59 PM) |
The submission will be set up on Gradescope. You are asked to submit a single.IPYNB file (Lab-11.ipynb). [Topics: SVD.] |