Datasets:

thanhtai435
/

data-warehousing-course

customer_id large_stringlengths 9 9	customer_unique_id large_stringlengths 11 11	customer_zip_code_prefix large_stringlengths 5 5	customer_city large_stringclasses 23 values	customer_state large_stringclasses 11 values
cust_0000	unique_0000	22183	Niteroi	RJ
cust_0001	unique_0001	39299	Brasilia	DF
cust_0002	unique_0002	22874	Salvador	BA
cust_0003	unique_0003	42711	Uberlandia	MG
cust_0004	unique_0004	15539	Guarulhos	SP
cust_0005	unique_0005	63351	Sao Paulo	SP
cust_0006	unique_0006	71267	Guarulhos	SP
cust_0007	unique_0007	58354	Fortaleza	CE
cust_0008	unique_0008	12557	Porto Alegre	RS
cust_0009	unique_0009	48360	Curitiba	PR
cust_0010	unique_0010	92018	Guarulhos	SP
cust_0011	unique_0011	12200	Brasilia	DF
cust_0012	unique_0012	78497	Olinda	PE
cust_0013	unique_0013	56975	Guarulhos	SP
cust_0014	unique_0014	31357	Guarulhos	SP
cust_0015	unique_0015	87505	Santos	SP
cust_0016	unique_0016	12869	Campinas	SP
cust_0017	unique_0017	71135	Belo Horizonte	MG
cust_0018	unique_0018	60108	Petropolis	RJ
cust_0019	unique_0019	48467	Guarulhos	SP
cust_0020	unique_0020	33328	Caxias Do Sul	RS
cust_0021	unique_0021	96831	Guarulhos	SP
cust_0022	unique_0022	13987	Campinas	SP
cust_0023	unique_0023	68871	Petropolis	RJ
cust_0024	unique_0024	32399	Rio De Janeiro	RJ
cust_0025	unique_0025	56214	Florianopolis	SC
cust_0026	unique_0026	96416	Sao Paulo	SP
cust_0027	unique_0027	80271	Juiz De Fora	MG
cust_0028	unique_0028	54064	Juiz De Fora	MG
cust_0029	unique_0029	80091	Sao Paulo	SP
cust_0030	unique_0030	50818	Caxias Do Sul	RS
cust_0031	unique_0031	55525	Santos	SP
cust_0032	unique_0032	29830	Sao Paulo	SP
cust_0033	unique_0033	27429	Goiania	GO
cust_0034	unique_0034	16893	Brasilia	DF
cust_0035	unique_0035	89909	Florianopolis	SC
cust_0036	unique_0036	57333	Guarulhos	SP
cust_0037	unique_0037	13436	Campinas	SP
cust_0038	unique_0038	84290	Maringa	PR
cust_0039	unique_0039	86213	Rio De Janeiro	RJ
cust_0040	unique_0040	15895	Sao Paulo	SP
cust_0041	unique_0041	29738	Petropolis	RJ
cust_0042	unique_0042	40746	Campinas	SP
cust_0043	unique_0043	59377	Goiania	GO
cust_0044	unique_0044	58404	Campinas	SP
cust_0045	unique_0045	64045	Porto Alegre	RS
cust_0046	unique_0046	49790	Santos	SP
cust_0047	unique_0047	15600	Uberlandia	MG
cust_0048	unique_0048	50764	Juiz De Fora	MG
cust_0049	unique_0049	84543	Santos	SP
cust_0050	unique_0050	55714	Brasilia	DF
cust_0051	unique_0051	66835	Salvador	BA
cust_0052	unique_0052	83744	Goiania	GO
cust_0053	unique_0053	66491	Fortaleza	CE
cust_0054	unique_0054	28589	Uberlandia	MG
cust_0055	unique_0055	53484	Goiania	GO
cust_0056	unique_0056	92989	Guarulhos	SP
cust_0057	unique_0057	46212	Sao Paulo	SP
cust_0058	unique_0058	53525	Campinas	SP
cust_0059	unique_0059	57202	Campinas	SP
cust_0060	unique_0060	42635	Niteroi	RJ
cust_0061	unique_0061	73208	Campinas	SP
cust_0062	unique_0062	43828	Olinda	PE
cust_0063	unique_0063	28711	Petropolis	RJ
cust_0064	unique_0064	13420	Sao Paulo	SP
cust_0065	unique_0065	10301	Juiz De Fora	MG
cust_0066	unique_0066	55236	Guarulhos	SP
cust_0067	unique_0067	76235	Joinville	SC
cust_0068	unique_0068	64240	Sao Paulo	SP
cust_0069	unique_0069	75726	Brasilia	DF
cust_0070	unique_0070	20492	Feira De Santana	BA
cust_0071	unique_0071	16102	Sao Paulo	SP
cust_0072	unique_0072	60336	Santos	SP
cust_0073	unique_0073	95314	Florianopolis	SC
cust_0074	unique_0074	36641	Curitiba	PR
cust_0075	unique_0075	44584	Curitiba	PR
cust_0076	unique_0076	42745	Salvador	BA
cust_0077	unique_0077	33093	Sao Paulo	SP
cust_0078	unique_0078	76105	Niteroi	RJ
cust_0079	unique_0079	61885	Sao Paulo	SP
cust_0080	unique_0080	46631	Fortaleza	CE
cust_0081	unique_0081	82991	Porto Alegre	RS
cust_0082	unique_0082	14014	Guarulhos	SP
cust_0083	unique_0083	21093	Guarulhos	SP
cust_0084	unique_0084	28070	Santos	SP
cust_0085	unique_0085	45777	Sao Paulo	SP
cust_0086	unique_0086	66958	Maringa	PR
cust_0087	unique_0087	92074	Caxias Do Sul	RS
cust_0088	unique_0088	20729	Fortaleza	CE
cust_0089	unique_0089	55017	Niteroi	RJ
cust_0090	unique_0090	76320	Sao Paulo	SP
cust_0091	unique_0091	37751	Maringa	PR
cust_0092	unique_0092	88069	Feira De Santana	BA
cust_0093	unique_0093	64748	Juiz De Fora	MG
cust_0094	unique_0094	15801	Feira De Santana	BA
cust_0095	unique_0095	29190	Rio De Janeiro	RJ
cust_0096	unique_0096	59689	Belo Horizonte	MG
cust_0097	unique_0097	60993	Petropolis	RJ
cust_0098	unique_0098	39592	Sao Paulo	SP
cust_0099	unique_0099	20647	Santos	SP

End of preview. Expand in Data Studio

📚 BIM5021 - Nhà kho dữ liệu và Tích hợp (Data Warehousing and Integration)

📊 Sample Data: Click tab "Dataset Viewer" bên trên để preview dữ liệu mẫu Olist E-commerce.

🏫 Thông tin học phần

Thông tin	Chi tiết
Mã học phần	BIM5021
Trường	Đại học Kinh tế - Luật (UEL), ĐHQG-HCM
Khoa	Hệ thống Thông tin
Số tín chỉ	3 (2 lý thuyết + 1 thực hành)
Giảng viên	TS. Nguyễn Thôn Dã, NCS. ThS Nguyễn Văn Hồ

📋 Cấu trúc 9 Chương

Chương	Nội dung	Files
Ch.1	Kiến trúc dữ liệu (MDW, Lakehouse, Mesh, Fabric)	README + Lab + Diagrams
Ch.2	Mô hình hóa (Star Schema, Medallion, SCD)	README + 3 Labs
Ch.3	Pipeline (ETL/ELT, CDC, dbt, Streaming)	README + Lab
Ch.4	Tiền xử lý (Cleaning, Normalization, PCA)	README + Lab + Charts
Ch.5	Data Mining (Apriori, Decision Tree, K-Means, DBSCAN)	README + Lab + Charts
Ch.6	In-Database ML & MLOps	README
Ch.7	Governance, Security, Ethics (AI Act 2026)	README
Ch.8	Generative BI & Agentic BI	README
Ch.9	Multi-model (Graph, Vector, Blockchain)	README

🔗 Đồ án thực hành

👉 thanhtai435/agentic-bi-ecommerce — Implementation đầy đủ

📖 Tài liệu tham khảo

Jiawei Han et al. (2023). Data Mining: Concepts and Techniques. Elsevier.
James Serra (2024). Deciphering Data Architectures. O'Reilly.
Ganesh Bharathan (2024). Ultimate Snowflake Architecture. Orange Education.

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