Dreamy Joliot
Total Score: 51
Homework submissions
Homework 1: Introduction to Machine Learning
Score: 12 = 6 (questions) + 0 (FAQ) + 6 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/kangmx_machinelearning-zoomcamp-python-activity-7376220051915403264-uYT8/
- https://www.canva.com/design/DAGzrtoC7jw/m_lM4aoFVRwAp65NojUx4A/edit?ui=e30
- https://stackoverflow.com/questions/24101524/finding-median-of-list-in-python
- https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.fillna.html
- https://www.geeksforgeeks.org/pandas/get-first-n-records-of-a-pandas-dataframe/
- https://www.geeksforgeeks.org/dsa/program-find-sum-elements-given-array/
Homework 2: Machine Learning for Regression
Score: 12 = 6 (questions) + 0 (FAQ) + 6 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/feed/update/urn:li:share:7380648027461632000/
- https://www.canva.com/design/DAGzrtoC7jw/m_lM4aoFVRwAp65NojUx4A/edit?ui=e30
- https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.median.html
- https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.mean.html
- https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.sort_values.html
- https://www.ibm.com/docs/en/db2-event-store/2.0.0?topic=notebooks-markdown-jupyter-cheatsheet
Homework 3: Machine Learning for Classification
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.geeksforgeeks.org/python/python-pandas-dataframe-fillna-to-replace-null-values-in-dataframe/
- https://www.w3schools.com/datascience/ds_stat_correlation_matrix.asp
- https://www.kaggle.com/discussions/questions-and-answers/58368
- https://scikit-learn.org/stable/modules/feature_extraction.html
- https://scikit-learn.org/stable/modules/feature_selection.html
- https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html
- https://www.linkedin.com/posts/kangmx_ml-zoomcamp-homework03-classificationhomeworkipynb-activity-7383456486506553345-QUZe?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADZ7zokBjWY3QLwaP-WnCu_lCWI2hRQv5vQ
Homework 4: Evaluation Metrics for Classification
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/kangmx_ml-zoomcamp-homework04-evaluationhomeworkipynb-activity-7385638371810795520-XQwr/
- https://www.geeksforgeeks.org/machine-learning/auc-roc-curve/
- https://builtin.com/data-science/precision-and-recall
- https://www.v7labs.com/blog/f1-score-guide
- https://scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html
- https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc
- https://www.geeksforgeeks.org/machine-learning/confusion-matrix-machine-learning/
Project submissions
No project submissions found.