Homework 1: Introduction to Machine Learning
Score: 9 = 7 (questions) + 1 (FAQ) + 1 (learning in public)
Homework URL: View submission
Machine Learning Zoomcamp 2024
Maximilien Eyengue
Total Score
200
Homework submissions
Homework 2: Machine Learning for Regression
Score: 10 = 6 (questions) + 1 (FAQ) + 3 (learning in public)
Homework URL: View submission
Learning in public links
- https://www.linkedin.com/posts/maxim-eyengue_%F0%9D%97%AA%F0%9D%97%B2%F0%9D%97%B2%F0%9D%97%B8-%F0%9D%9F%AE-%F0%9D%97%BC%F0%9D%97%B3-%F0%9D%97%A0%F0%9D%97%AE%F0%9D%97%B0%F0%9D%97%B5%F0%9D%97%B6%F0%9D%97%BB%F0%9D%97%B2-%F0%9D%97%9F%F0%9D%97%B2%F0%9D%97%AE-activity-7246243264893267970-HVFJ?utm_source=share&utm_medium=member_desktop
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/02_regression/Summary_Session_02.md
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/02_regression/notebooks/linear_regression.ipynb
Homework 3: Machine Learning for Classification
Score: 9 = 5 (questions) + 1 (FAQ) + 3 (learning in public)
Homework URL: View submission
Learning in public links
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202403classification-activity-7252059287881949186-IbDz?utm_source=share&utm_medium=member_desktop
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/03_classification/Summary_Session_03.md
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/03_classification/notebooks/logistic_regression.ipynb
Homework 4: Evaluation Metrics for Classification
Score: 12 = 6 (questions) + 1 (FAQ) + 5 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/04_evaluation/Summary_Session_04.md
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/04_evaluation/notebooks/evaluation_metrics.ipynb
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202404evaluation-activity-7253829730561331201-kRxf?utm_source=share&utm_medium=member_desktop
- https://x.com/maximc35/status/1847892838324772996?t=nzajeq_UOKwlF1yvmCMdzA&s=08
- https://x.com/maximc35/status/1848383233513193845?t=DOlX18JuHk9fzXgrS_WpmQ&s=08
Homework 5: Deploying Machine Learning Models
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/05_deployment/Summary_Session_05.md
- https://github.com/maxim-eyengue/Python-Codes/tree/main/ML_Zoomcamp_2024/05_deployment/code/zoomcamp
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202405deployment-activity-7257521883271544834-d3PW?utm_source=share&utm_medium=member_desktop
- https://x.com/maximc35/status/1851504408850219365?t=AQJoO9B7L1QnSniD_H_V8w&s=08
- https://x.com/maximc35/status/1850200845096231073?t=n-NREfEsniQlConVl99bqw&s=08
- https://x.com/maximc35/status/1849378360205455581?t=NyEbcITYeDDMb0DKoZNESw&s=08
- https://x.com/maximc35/status/1849377474687193373?t=uA9ELiJLMrQC1y-r_0QpKA&s=08
Homework 6: Decision Trees and Ensemble Learning
Score: 13 = 5 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/06_trees/Summary_Session_06.md
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/06_trees/notebooks/trees_algorithms.ipynb
- https://x.com/maximc35/status/1852882678653026612?t=oLzAoyM781fTcMAOzFOwhQ&s=08
- https://x.com/maximc35/status/1852469283474887014?t=c1n0I9UrdoSQtwa0uEv4mQ&s=08
- https://x.com/maximc35/status/1852753269828784253?t=HHuy0MuQbQyapSl-uWbJWw&s=08
- https://x.com/maximc35/status/1853121202602316038?t=8nY2Kog1Wkm0dIISd1QxzQ&s=08
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202406treessummarysession-activity-7258889964153712641-DgAZ?utm_source=share&utm_medium=member_desktop
Homework 8: Neural Networks and Deep Learning
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/08_deep_learning/Summary_Session_08.md
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/08_deep_learning/notebooks/deep_learning_models.ipynb
- https://x.com/maximc35/status/1863442787020009585?t=2lMJyvD_aYEFU2QJfxHuCg&s=19
- https://x.com/maximc35/status/1863445370052776390?t=1lAzdJA8hdRia5dHlq4weA&s=19
- https://x.com/maximc35/status/1864034686932009126?t=jgFoK5zz4_9ZIWe4OJaoxA&s=19
- https://x.com/maximc35/status/1864265816641794508?t=zbWqZQb-4m0eftpRymyKTw&s=19
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202408deeplearning-activity-7270922415931559936-BoSy?utm_source=share&utm_medium=member_desktop
Homework 9: Serverless Deep Learning
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/09_serverless/Summary_Session_09.md
- https://x.com/maximc35/status/1866224200249213313?t=MWXTz4XPBs556nEd08eU4w&s=19
- https://x.com/maximc35/status/1866477095863411102
- https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202409serverless-activity-7274130842497466368-6kaI?utm_source=share&utm_medium=member_desktop
- https://x.com/maximc35/status/1868022829129855393
- https://x.com/maximc35/status/1868023345402573061
- https://x.com/maximc35/status/1868024072850014295
Homework 10: Kubernetes and TensorFlow Serving
Score: 13 = 7 (questions) + 1 (FAQ) + 5 (learning in public)
Homework URL: View submission
Learning in public links
- https://x.com/maximc35/status/1869784529499762719
- https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/10_kubernetes/Summary_Session_10.md
- https://github.com/maxim-eyengue/Python-Codes/tree/main/ML_Zoomcamp_2024/10_kubernetes/code/zoomcamp
- https://x.com/maximc35/status/1871255144643674276
- https://x.com/maximc35/status/1871289499445256497
Only scored homework submissions appear here.
Project submissions
Midterm Project
PassedScore: 46 = 16 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links
- https://x.com/maximc35/status/1859880661735363055
- https://x.com/maximc35/status/1859879572332020146
- https://x.com/maximc35/status/1858980602755903962
- https://x.com/maximc35/status/1858980201243513227
- https://x.com/maximc35/status/1858978178913726805
- https://x.com/maximc35/status/1858768703078146071
- https://x.com/maximc35/status/1858767385513120191
- https://x.com/maximc35/status/1858621630588596288
- https://x.com/maximc35/status/1858231651639161109
- https://x.com/maximc35/status/1858023004585771513
- https://x.com/maximc35/status/1861099254829215909?t=H-ld2_oc2I2A1Af_ydBwdQ&s=08
- https://x.com/maximc35/status/1861099598900523291?t=w81XCn8HJOrSeTzknEBgfQ&s=08
- https://x.com/maximc35/status/1861099959744876765?t=QRzR_EW1TMPFW-MQg6H1qQ&s=08
- https://www.linkedin.com/posts/maxim-eyengue_github-maxim-eyengueheart-disease-app-activity-7266867328850477056-AkFF?utm_source=share&utm_medium=member_desktop
Capstone 1
PassedScore: 46 = 16 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links
- https://x.com/maximc35/status/1877582588212093431?t=iDvD2y-hhA348DWWNujsgw&s=19
- https://x.com/maximc35/status/1877582002745987499?t=rAnhvi5firOyzoLc2uXbKg&s=19
- https://x.com/maximc35/status/1877750651813274002?t=o1HAbmYRAXarDAef39LFKw&s=19
- https://x.com/maximc35/status/1877764431934853453?t=2nfgBiBr6uSyFwUdyEjvYg&s=19
- https://x.com/maximc35/status/1877787720858173684?t=SSNaP0nO5rbPaRdyE6D_MQ&s=19
- https://x.com/maximc35/status/1877799313755042027?t=8TN_hQiq8RHpVSpvvU3gJQ&s=19
- https://x.com/maximc35/status/1878070404226437382?t=TeJ1m7BNRGk2cu3R6QARtA&s=19
- https://x.com/maximc35/status/1878073716225049040?t=-SBq5nROg3lGl50ql4tnfA&s=19
- https://x.com/maximc35/status/1878080632414212361?t=oJz5EZT-j8pYncy0fLJgBg&s=19
- https://x.com/maximc35/status/1878081592305795345?t=Oqhdl_iHblIIGas49eLhlg&s=19
- https://x.com/maximc35/status/1878125292012659133?t=wpdSr6pSCNqInyGzqykCuw&s=19
- https://x.com/maximc35/status/1878125738810871944?t=PJRseQ2BwsRbJUAx1WCkxg&s=19
- https://x.com/maximc35/status/1878142539057819700?t=UCwxAEUv9ZwNbdxC_5yyUQ&s=19
- https://x.com/maximc35/status/1878444454073213187?t=7h3JjJBKJMCqj3EC8dfvig&s=19
Only completed project submissions appear here.