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Name		Name	Last commit message	Last commit date
parent directory ..
.DS_Store		.DS_Store
10_11_Privacy_1017.pdf		10_11_Privacy_1017.pdf
10_AppliedEthics.pdf		10_AppliedEthics.pdf
10_BlackBox_1017.pdf		10_BlackBox_1017.pdf
10_black_box_202.pdf		10_black_box_202.pdf
11_BlackBox.pdf		11_BlackBox.pdf
11_BlackBox_1017.pdf		11_BlackBox_1017.pdf
11_BlackBox_202_2023.pdf		11_BlackBox_202_2023.pdf
11_final_weeks_202.pdf		11_final_weeks_202.pdf
12_Ethics_1017.pdf		12_Ethics_1017.pdf
12_Transparency_Ads_1017.pdf		12_Transparency_Ads_1017.pdf
12_transparency_ads.pdf		12_transparency_ads.pdf
13_InterpretabilityLegal_1017.pdf		13_InterpretabilityLegal_1017.pdf
13_WrappingUp_1017.pdf		13_WrappingUp_1017.pdf
14_InterpretabilityLegal.pdf		14_InterpretabilityLegal.pdf
14_interpretability_202.pdf		14_interpretability_202.pdf
1_Intro.pdf		1_Intro.pdf
1_Intro_1017.pdf		1_Intro_1017.pdf
1_Intro_202-Spring2024.pdf		1_Intro_202-Spring2024.pdf
1_Intro_Spring_2025.pdf		1_Intro_Spring_2025.pdf
1_Intro_Week_1_202Spring2025.pdf		1_Intro_Week_1_202Spring2025.pdf
1_intro_202.pdf		1_intro_202.pdf
2_3_Fairness.pdf		2_3_Fairness.pdf
2_3_Fairness_1017.pdf		2_3_Fairness_1017.pdf
2_Fairness.pdf		2_Fairness.pdf
2_Fairness_2025.pdf		2_Fairness_2025.pdf
2_UB_Fairness_DS_UA_202_Spring'25.pdf		2_UB_Fairness_DS_UA_202_Spring'25.pdf
2_fairness_202.pdf		2_fairness_202.pdf
3_Causality.pdf		3_Causality.pdf
3_Fairness_2025.pdf		3_Fairness_2025.pdf
3_causality_202.pdf		3_causality_202.pdf
3_fairness_2023_202.pdf		3_fairness_2023_202.pdf
4_Algorithmic_Recourse_Vignette.pdf		4_Algorithmic_Recourse_Vignette.pdf
4_EOP.pdf		4_EOP.pdf
4_Fairness_1017.pdf		4_Fairness_1017.pdf
4_Fairness_DS_UA_202_Spring'25.pdf		4_Fairness_DS_UA_202_Spring'25.pdf
4_Fairness_in_Ranking.pdf		4_Fairness_in_Ranking.pdf
4_causality_SP2023_202.pdf		4_causality_SP2023_202.pdf
4_fairness_eo_202.pdf		4_fairness_eo_202.pdf
4_fairness_review_202.pdf		4_fairness_review_202.pdf
5_6_Lifecycle_1017.pdf		5_6_Lifecycle_1017.pdf
5_6_Lifecycleppt.pdf		5_6_Lifecycleppt.pdf
5_6_lifecycle_202.pdf		5_6_lifecycle_202.pdf
5_Profiling.pdf		5_Profiling.pdf
5_counterfactual_fairness_2023_202.pdf		5_counterfactual_fairness_2023_202.pdf
6_Apriori_1017.pdf		6_Apriori_1017.pdf
6_BlackBox_DS_UA_202_UB_Spring'25.pdf		6_BlackBox_DS_UA_202_UB_Spring'25.pdf
6_Fairness_2023_202.pdf		6_Fairness_2023_202.pdf
6_Relational.pdf		6_Relational.pdf
7_8_Privacy_1017.pdf		7_8_Privacy_1017.pdf
7_Apriori.pdf		7_Apriori.pdf
7_BlackBox_1017.pdf		7_BlackBox_1017.pdf
7_BlackBox_202.pdf		7_BlackBox_202.pdf
7_Fairness_EO_2023_202.pdf		7_Fairness_EO_2023_202.pdf
7_TechnicalBias.pdf		7_TechnicalBias.pdf
7_privacy_202.pdf		7_privacy_202.pdf
8_9_Privacy.pdf		8_9_Privacy.pdf
8_Lifecycle_202_2023.pdf		8_Lifecycle_202_2023.pdf
8_Transparency_Ads_1017.pdf		8_Transparency_Ads_1017.pdf
8_privacy_202.pdf		8_privacy_202.pdf
9_Ethics_1017.pdf		9_Ethics_1017.pdf
9_Privacy_202_2023.pdf		9_Privacy_202_2023.pdf
9_Transparency_In_Practice_2024.pdf		9_Transparency_In_Practice_2024.pdf
9_ethics_202.pdf		9_ethics_202.pdf
9_ethics_202_2023.pdf		9_ethics_202_2023.pdf
JC 2_3_Fairness_DS_UA_202_Spring_2025.pdf		JC 2_3_Fairness_DS_UA_202_Spring_2025.pdf
JC 3_Fairness-45-81_DS_UA_202_Spring'25.pdf		JC 3_Fairness-45-81_DS_UA_202_Spring'25.pdf
JC 5_6_Lifecycle_DS_UA_202.pdf		JC 5_6_Lifecycle_DS_UA_202.pdf
Lab_2_Fairlearn_Student_DS_UA_202_Spring'25.ipynb		Lab_2_Fairlearn_Student_DS_UA_202_Spring'25.ipynb
Syllabus DS-GA 1017.pdf		Syllabus DS-GA 1017.pdf
SyllabusDS-UA202-2024.pdf		SyllabusDS-UA202-2024.pdf
Syllabus_DS-GA1017_Spring2022.pdf		Syllabus_DS-GA1017_Spring2022.pdf
Syllabus_DS-GA1017_Spring2023.pdf		Syllabus_DS-GA1017_Spring2023.pdf
Syllabus_DS-GA1017_Spring2024.pdf		Syllabus_DS-GA1017_Spring2024.pdf
cervical.csv		cervical.csv
colab_guide.pdf		colab_guide.pdf
data_protection_reader.pdf		data_protection_reader.pdf
demodq.pdf		demodq.pdf
demodq_2024.pdf		demodq_2024.pdf
fairness_reader.pdf		fairness_reader.pdf
fairness_reader_2023.pdf		fairness_reader_2023.pdf
fairness_reader_2024.pdf		fairness_reader_2024.pdf
fairness_reader_2025.pdf		fairness_reader_2025.pdf
fairness_reader_weeks1&2.pdf		fairness_reader_weeks1&2.pdf
fairness_reader_weeks3&4.pdf		fairness_reader_weeks3&4.pdf
falaah_rds23.pdf		falaah_rds23.pdf
heart.csv		heart.csv
lab_10_access_instructions.pdf		lab_10_access_instructions.pdf
lab_12_review.pdf		lab_12_review.pdf
lbynum_rds23_research_overview.pdf		lbynum_rds23_research_overview.pdf
lecture_7_interpretability.pdf		lecture_7_interpretability.pdf
lifecycle_reader.pdf		lifecycle_reader.pdf
lifecycle_reader_2023.pdf		lifecycle_reader_2023.pdf
lifecycle_reader_2024.pdf		lifecycle_reader_2024.pdf
lifecycle_reader_2024_DS_UA_202_Spring'25.pdf		lifecycle_reader_2024_DS_UA_202_Spring'25.pdf
lifecycle_reader_2025_rds_1017.pdf		lifecycle_reader_2025_rds_1017.pdf
mlinspect.pdf		mlinspect.pdf
mlinspect_2024.pdf		mlinspect_2024.pdf
protection_reader.pdf		protection_reader.pdf
protection_reader_2023.pdf		protection_reader_2023.pdf
protection_reader_2024.pdf		protection_reader_2024.pdf
protection_reader__ua202.pdf		protection_reader__ua202.pdf
slides_synrd_rds.pdf		slides_synrd_rds.pdf
syllabus_DS_UA_202.pdf		syllabus_DS_UA_202.pdf
syllabus_DS_UA_202_Spring2023.pdf		syllabus_DS_UA_202_Spring2023.pdf
transparency_reader.pdf		transparency_reader.pdf
transparency_reader_2023.pdf		transparency_reader_2023.pdf
transparency_reader_2024.pdf		transparency_reader_2024.pdf
transparency_reader_spring_2025.pdf		transparency_reader_spring_2025.pdf
transparency_reader_ua202_2022.pdf		transparency_reader_ua202_2022.pdf
zip_borough.csv		zip_borough.csv
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