Blissful Hofstadter
Total Score: 139
Homework submissions
Homework 1: Introduction to Machine Learning
Score: 5 = 5 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Homework 2: Machine Learning for Regression
Score: 6 = 6 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Homework 3: Machine Learning for Classification
Score: 10 = 5 (questions) + 0 (FAQ) + 5 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://dev.to/techkene/from-raw-leads-to-predictive-insights-my-logistic-regression-assignment-journey-4dm2
- https://x.com/VinAnoliefo/status/1978143141895999976
- https://x.com/VinAnoliefo/status/1978144252426084511
- https://dev.to/techkene/customer-churn-analysis-a-data-driven-approach-to-predicting-retention-321b
- https://x.com/VinAnoliefo/status/1978166653033533465
Homework 4: Evaluation Metrics for Classification
Score: 7 = 4 (questions) + 0 (FAQ) + 3 (learning in public)
Homework URL: View submission
Learning in public links: Show
Homework 5: Deploying Machine Learning Models
Score: 6 = 3 (questions) + 0 (FAQ) + 3 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://dev.to/techkene/how-i-installed-uv-for-python-my-quick-setup-guide-3pkp
- https://www.linkedin.com/posts/kenechukwuanoliefo_python-datascience-developers-share-7389650908457877504-mQLH?utm_source=share&utm_medium=member_desktop&rcm=ACoAACUn68EBwUO88zN1-EDAS__587t4ITNEpdk
- https://x.com/VinAnoliefo/status/1983897636143870436
Homework 6: Decision Trees and Ensemble Learning
Score: 12 = 6 (questions) + 0 (FAQ) + 6 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://dev.to/techkene/my-big-aha-moment-what-is-a-decision-tree-4109
- https://x.com/VinAnoliefo/status/1987635008496972004
- https://dev.to/techkene/from-one-tree-to-a-whole-forest-3j1d
- https://x.com/VinAnoliefo/status/1987636857669296518
- https://dev.to/techkene/predicting-fuel-efficiency-with-tree-based-models-a-hands-on-machine-learning-walkthrough-4ejg
- https://x.com/VinAnoliefo/status/1987638221929382042
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://dev.to/techkene/introduction-to-deep-learning-a-complete-beginners-guide-4f45
- https://x.com/VinAnoliefo/status/1995769150539497890
- https://x.com/VinAnoliefo/status/1995770869134631073
- https://dev.to/techkene/introduction-to-pytorch-the-deep-learning-framework-you-need-to-know-5e43
- https://x.com/VinAnoliefo/status/1995773312463417753
- https://dev.to/techkene/introduction-to-computer-vision-teaching-machines-to-see-2d3j
- https://x.com/VinAnoliefo/status/1995774779501007198
Project submissions
Midterm Project
Project score: 10 Passed
Score: 37 = 10 (project) + 9 (peer review) + 14 (learning in public / project) + 4 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Learning in public links: Show
- https://dev.to/techkene/predicting-fuel-efficiency-with-tree-based-models-a-hands-on-machine-learning-walkthrough-4ejg
- https://dev.to/techkene/docker-for-beginners-what-it-is-why-it-matters-and-how-to-get-started-on-windows-2ck
- https://x.com/VinAnoliefo/status/1987638221929382042
- https://x.com/VinAnoliefo/status/1990346119709380626
- https://dev.to/techkene/saving-and-storing-machine-learning-models-for-deployment-a-complete-guide-2ioo
- https://x.com/VinAnoliefo/status/1990344616910983273
- https://dev.to/techkene/from-one-tree-to-a-whole-forest-3j1d
- https://x.com/VinAnoliefo/status/1990802392443740469
- https://dev.to/techkene/from-jupyter-notebook-to-production-deploying-a-water-quality-ml-model-with-docker-2387
- https://x.com/VinAnoliefo/status/1990804535431106840
- https://dev.to/techkene/ai-for-earth-automating-water-quality-monitoring-with-machine-learning-1ell
- https://x.com/VinAnoliefo/status/1990807776424026415
- https://dev.to/techkene/taming-the-whale-what-i-learned-debugging-docker-for-the-first-time-3a4k
- https://x.com/VinAnoliefo/status/1990810097946079616
Capstone 1
Project score: 16 Passed
Score: 43 = 16 (project) + 9 (peer review) + 12 (learning in public / project) + 6 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Learning in public links: Show
- https://dev.to/techkene/building-a-fraud-detection-model-why-it-matters-in-modern-finance-9b5
- https://x.com/VinAnoliefo/status/2008587324817633641
- https://dev.to/techkene/building-a-fraud-detection-model-my-experience-as-a-data-scientist-bd8
- http://x.com/VinAnoliefo/status/2008590314337153036
- https://dev.to/techkene/deploying-machine-learning-applications-with-render-a-data-scientists-guide-1jhh
- https://x.com/VinAnoliefo/status/2008608793060667593
- https://dev.to/techkene/understanding-the-dataset-behind-a-fraud-detection-model-3c4j
- https://x.com/VinAnoliefo/status/2008654001622130697
- https://dev.to/techkene/understanding-python-virtual-environments-why-every-python-developer-needs-them-54g4
- https://x.com/VinAnoliefo/status/2008655741398511834
- https://dev.to/techkene/getting-started-with-flask-a-lightweight-web-framework-for-python-17k6
- https://x.com/VinAnoliefo/status/2008657485369057485