| 2-Sep |
Lecture 1: Introduction to Course/Projects - Lecture, Problem Definition, Proposed Solutions, Project Scope |
No assignment |
| 7-Sep |
Lecture 2: Data Pipelines, Tensorflow Data, Tensorflow Records, Dask, Cloud Storage (GCS) |
R:EX1 |
| 14-Sep |
Lecture 4: Data Pipelines, Tensorflow Data, Tensorflow Records, Dask, Cloud Storage (GCS) |
R:EX2 - D:EX1, D:Milestone1 |
| 21-Sep |
Lecture 6: Computer Vision: Classification, Segmentation, Distillation and Compression |
D:EX2 |
| 28-Sep |
Lecture 9: NLP & Language Models, Transfer Learning and SOTA Models |
R:EX3 |
| 5-Oct |
Lecture 12: Virtual Environments & Virtual Machines, Containerization & Docker |
R:EX4 - D:EX3 |
| 12-Oct |
Lecture 14: Virtual Environments & Virtual Machines, Containerization & Docker |
R:EX5 - D:EX4 |
| 19-Oct |
Lecture 15: App Design, Setup & Code organization, APIs & Model serving, App frontend |
R:EX6 - D:EX5 |
| 26-Oct |
Lecture 15: App Design, Setup & Code organization, APIs & Model serving, App frontend |
R:EX7 - D:EX6, D:Milestone2 |
| 2-Nov |
Lecture 20:Google Cloud Platform (GCP), Kubernetes, Ansible Deployment |
R::EX8 - D:EX7 |
| 9-Nov |
Lecture 20:Google Cloud Platform (GCP), Kubernetes, Ansible Deployment |
D:EX8 |
| 16-Nov |
Lecture 20:Google Cloud Platform (GCP), Kubernetes, Ansible Deployment |
No assignment |
| 23-Nov |
Lecture: Guest Lecture - Tekal AI |
|
| 30-Nov |
Project Discussion |
D:Milestone3 |
| 7-Dec |
Final Project |
|
| 14-Dec |
Final Project |
|