Sapient Sapiens
Total Score: 138
Homework submissions
Homework 1: Introduction to Machine Learning
Score: 7 = 7 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Homework 2: Machine Learning for Regression
Score: 7 = 6 (questions) + 0 (FAQ) + 1 (learning in public)
Homework URL: View submission
Learning in public links: Show
Homework 3: Machine Learning for Classification
Score: 8 = 6 (questions) + 0 (FAQ) + 2 (learning in public)
Homework URL: View submission
Learning in public links: Show
Homework 4: Evaluation Metrics for Classification
Score: 9 = 6 (questions) + 0 (FAQ) + 3 (learning in public)
Homework URL: View submission
Learning in public links: Show
Homework 5: Deploying Machine Learning Models
Score: 11 = 6 (questions) + 0 (FAQ) + 5 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://transformtryst.blogspot.com/2024/10/deploying-your-machine-learning-model.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_Machine_Learning_Models.md
- https://x.com/SapeintSapiens/status/1850930645171892333
- https://x.com/SapeintSapiens/status/1850461955695464889
- https://x.com/SapeintSapiens/status/1850212784203825297
Homework 6: Decision Trees and Ensemble Learning
Score: 13 = 6 (questions) + 1 (FAQ) + 6 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://transformtryst.blogspot.com/2024/11/diving-deep-into-decision-trees-and.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Decision_Tress_and_Ensemble_Learning.md
- https://x.com/SapeintSapiens/status/1853542998556238152
- https://x.com/SapeintSapiens/status/1853404130322350099
- https://x.com/SapeintSapiens/status/1853217348540625013
- https://x.com/SapeintSapiens/status/1852131980684689646
Homework 8: Neural Networks and Deep Learning
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://transformtryst.blogspot.com/2024/12/a-solid-foundational-chapter-on-neural.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Neural_Networks_%26_DL.md
- https://transformtryst.blogspot.com/2024/12/building-convolutional-neural-network.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/CNN_hairstyle_detection_model.md
- https://x.com/SapientSapiens/status/1865007184611815667
- https://x.com/SapientSapiens/status/1864765670677709283
- https://x.com/SapientSapiens/status/1864602553138192553
Homework 9: Serverless Deep Learning
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_model_at_AWS_Lambda.md
- https://mastodon.social/@sapientsapiens/113636830893954432
- https://www.tumblr.com/sapientsapiens/769613020524576768/serverless-deep-learning?source=share
- https://x.com/SapientSapiens/status/1866990267032842439
- https://x.com/SapientSapiens/status/1866735805227585640
- https://x.com/SapientSapiens/status/1866209108954845436
- https://x.com/SapientSapiens/status/1865759589310079429
Homework 10: Kubernetes and TensorFlow Serving
Score: 14 = 7 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://mastodon.social/@sapientsapiens/113687602463353566
- https://www.tumblr.com/sapientsapiens/770425525783216128/just-wrapped-up-the-assignments-on-the-final?source=share
- https://x.com/SapientSapiens/status/1870239815616344147
- https://x.com/SapientSapiens/status/1870049798973468808
- https://x.com/SapientSapiens/status/1868395814223249618
- https://www.tumblr.com/sapientsapiens/769964570946273280/commencing-the-chapter-on-kubernetes-and?source=share
- https://mastodon.social/@sapientsapiens/113658795203944115
Project submissions
Midterm Project
Project score: 15 Passed
Score: 43 = 15 (project) + 9 (peer review) + 12 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links: Show
- https://transformtryst.blogspot.com/2024/11/idea-for-my-midterm-project-at.html
- https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Midterm_Project_Notes.md
- https://x.com/SapientSapiens/status/1861168979592782297
- https://x.com/SapientSapiens/status/1860941624660144502
- https://x.com/SapientSapiens/status/1860350870417973557
- https://x.com/SapientSapiens/status/1858686466311999734
- https://x.com/SapientSapiens/status/1856628018157961453
- https://x.com/SapientSapiens/status/1856037465045512704
- https://x.com/SapientSapiens/status/1854443316948914535
- https://x.com/SapientSapiens/status/1861474021277344202
- https://x.com/SapientSapiens/status/1861475949386309691
- https://x.com/SapientSapiens/status/1861477426993471677