https://github.com/nitin-sagar-b/fmml_projects_and_labs
My Projects and Lab Submissions of Foundations of Modern Machine Learning course certification offered by IIIT-H.
https://github.com/nitin-sagar-b/fmml_projects_and_labs
machine-learning machinelearning-python python3
Last synced: 3 months ago
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My Projects and Lab Submissions of Foundations of Modern Machine Learning course certification offered by IIIT-H.
- Host: GitHub
- URL: https://github.com/nitin-sagar-b/fmml_projects_and_labs
- Owner: Nitin-Sagar-B
- License: mit
- Created: 2023-09-01T16:12:54.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-21T09:30:00.000Z (8 months ago)
- Last Synced: 2025-02-06T09:48:14.887Z (4 months ago)
- Topics: machine-learning, machinelearning-python, python3
- Language: Jupyter Notebook
- Homepage:
- Size: 30.9 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# FMML_PROJECTS_AND_LABS
My Projects and Lab Submissions of FMML IIIT-Hyderabad Program
Basics of Python lab - Uploaded [01/09/2023]
Module 01 Lab 01 Extracting Features - Uploaded [09/09/2023]
{Module 01 Lab 01 Updated with answers - 24/09/2023}
Module 01 Lab 02 ML Practice - Uploaded [17/09/2023]
Module 01 Lab 03 Augmentation - Uploaded [24/09/2023]
Module 01 Lab 04 LinearAlgebra - Uploaded [01/10/2023]
Module 02 Lab 01 Interpreting and Visualizing Data - Uploaded [08/10/2023]
Module 02 Lab 02 PCA - Uploaded [Late - 16/10/2023]
Module 02 Lab 03 Manifold Learning Methods - Uploaded [22/10/2023]
Module 02 Lab 04 t-SNE - Uploaded [29/10/2023]
Module 03 Lab 01 Distance Metrics and Intro to KNN - Uploaded [06/10/2023]
Module 03 Lab 02 Implementing KNN - Uploaded [12/11/2023]
Module 03 Lab 03 Using KNN for Text Classification - Uploaded [Late - 20/11/2023]
Module 03 Project - Uploaded [24/11/2023]
Module 03 Lab 04 - Understanding Cross-Validation and Standardization - Uploaded [26/11/2023]
Module 04 Lab 01 - Perceptron and Gradient Descent - Uploaded [03/12/2023]
Module 04 Lab 02 - Introduction to Gradient Descent - Uploaded [10/12/2023]
Module 04 Lab 03 - Uploaded [Late - 19/12/2023]
Module 04 Lab 04 - Uploaded [24/12/2023]
Module 05 Lab 01 - Uploaded [Late - 07/01/2024]
Module 05 Lab 02 - Uploaded [07/01/2024]
Module 05 Lab 03 - Uploaded [14/01/2024]
Module 05 Project - Uploaded [20/01/2024]
Module 05 Lab 04 - Uploaded [Late - 22/01/2024]
Module 06 Lab 01 - Uploaded [28/01/2024]
Module 06 Lab 02 - Uploaded [Late - 05/02/2024]
Module 06 Project - Uploaded [10/02/2024]
Module 06 Lab 03 - Uploaded [Late - 12/02/2024]
Module 07 Lab 01 - Uploaded [19/02/2024]
Module 07 Lab 02 - Uploaded [25/02/2024]
Module 07 Lab 03 - Uploaded [Late - 08/03/2024]
Module 07 Lab 04 - Uploaded [10/03/2024]
Module 08 Lab 01 - Uploaded [17/03/2024]
Module 08 Lab 02 - Uploaded [Late - 31/03/2024]
Module 08 Lab 03 - Uploaded [31/03/2024]