{"id":464838,"date":"2024-10-20T10:37:13","date_gmt":"2024-10-20T10:37:13","guid":{"rendered":"https:\/\/pdfstandards.shop\/product\/uncategorized\/bs-iso-iec-5259-42024\/"},"modified":"2024-10-26T19:35:05","modified_gmt":"2024-10-26T19:35:05","slug":"bs-iso-iec-5259-42024","status":"publish","type":"product","link":"https:\/\/pdfstandards.shop\/product\/publishers\/bsi\/bs-iso-iec-5259-42024\/","title":{"rendered":"BS ISO\/IEC 5259-4:2024"},"content":{"rendered":"

PDF Catalog<\/h4>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
PDF Pages<\/th>\nPDF Title<\/th>\n<\/tr>\n
2<\/td>\nundefined <\/td>\n<\/tr>\n
7<\/td>\nForeword <\/td>\n<\/tr>\n
8<\/td>\nIntroduction <\/td>\n<\/tr>\n
9<\/td>\n1 Scope
2 Normative references
3 Terms and definitions <\/td>\n<\/tr>\n
11<\/td>\n4 Symbols and abbreviated terms
5 Data quality process principles
6 Data quality process framework
6.1 General <\/td>\n<\/tr>\n
13<\/td>\n6.2 Data quality planning <\/td>\n<\/tr>\n
14<\/td>\n6.3 Data quality evaluation
6.4 Data quality improvement
6.5 Data quality process validation <\/td>\n<\/tr>\n
15<\/td>\n6.6 Using the DQPF
7 Data quality process for ML
7.1 General <\/td>\n<\/tr>\n
16<\/td>\n7.2 Data requirements <\/td>\n<\/tr>\n
17<\/td>\n7.3 Data planning
7.4 Data acquisition <\/td>\n<\/tr>\n
18<\/td>\n7.5 Data preparation
7.5.1 General
7.5.2 Supervised ML
7.5.3 Unsupervised ML
7.5.4 Semi-supervised ML <\/td>\n<\/tr>\n
19<\/td>\n7.5.5 Dataset composition
7.5.6 Data labelling
7.5.7 Data annotation <\/td>\n<\/tr>\n
20<\/td>\n7.5.8 Data quality assessment <\/td>\n<\/tr>\n
21<\/td>\n7.5.9 Data quality improvement <\/td>\n<\/tr>\n
23<\/td>\n7.5.10 Data de-identification <\/td>\n<\/tr>\n
24<\/td>\n7.5.11 Data encoding.
7.6 Data provisioning
7.6.1 General
7.6.2 Supervised ML
7.6.3 Unsupervised ML
7.6.4 Semi-supervised ML
7.7 Data decommissioning <\/td>\n<\/tr>\n
25<\/td>\n8 Data labelling methods and process
8.1 General
8.2 Data labelling principles
8.3 Data labelling methods <\/td>\n<\/tr>\n
26<\/td>\n8.4 Data labelling process
8.4.1 General
8.4.2 Labelling specifications
8.4.3 Labelling participant roles <\/td>\n<\/tr>\n
27<\/td>\n8.4.4 Labelling tools or platforms
8.4.5 Labelling task establishment
8.4.6 Labelling task assignment <\/td>\n<\/tr>\n
28<\/td>\n8.4.7 Labelling process control
8.4.8 Labelling result quality checking
8.4.9 Labelling result revision <\/td>\n<\/tr>\n
29<\/td>\n9 Roles of participants
9.1 General
9.2 Data planner
9.3 Data originator
9.4 Data collector
9.5 Data engineer
9.6 Data holder
9.7 Data user <\/td>\n<\/tr>\n
30<\/td>\n10 Data quality process for semi-supervised ML
10.1 General
10.2 Data requirements
10.3 Data planning
10.4 Data acquisition
10.5 Data preparation
10.6 Data provisioning <\/td>\n<\/tr>\n
31<\/td>\n10.7 Data decommissioning
11 Data quality process for reinforcement learning
11.1 General
11.2 Data requirements
11.3 Data planning
11.4 Data acquisition
11.5 Data preparation
11.5.1 General process <\/td>\n<\/tr>\n
32<\/td>\n11.5.2 Data recording
11.6 Data provisioning
11.7 Data decommissioning
12 Data quality process for analytics
12.1 General
12.2 Data requirements
12.3 Data planning <\/td>\n<\/tr>\n
33<\/td>\n12.4 Data acquisition
12.4.1 General
12.4.2 Data loading
12.4.3 Data storage
12.5 Data preparation
12.5.1 General
12.5.2 Data cleaning
12.5.3 Data transformation <\/td>\n<\/tr>\n
34<\/td>\n12.5.4 Data aggregation
12.5.5 Data quality assessment
12.5.6 Data quality improvement <\/td>\n<\/tr>\n
35<\/td>\n12.6 Data provisioning
12.7 Data decommissioning <\/td>\n<\/tr>\n
36<\/td>\nBibliography <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

Artificial intelligence. Data quality for analytics and machine learning (ML) – Data quality process framework<\/b><\/p>\n\n\n\n\n
Published By<\/td>\nPublication Date<\/td>\nNumber of Pages<\/td>\n<\/tr>\n
BSI<\/b><\/a><\/td>\n2024<\/td>\n38<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"featured_media":464846,"template":"","meta":{"rank_math_lock_modified_date":false,"ep_exclude_from_search":false},"product_cat":[2641],"product_tag":[],"class_list":{"0":"post-464838","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-bsi","8":"first","9":"instock","10":"sold-individually","11":"shipping-taxable","12":"purchasable","13":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product\/464838","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media\/464846"}],"wp:attachment":[{"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/media?parent=464838"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_cat?post=464838"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/pdfstandards.shop\/wp-json\/wp\/v2\/product_tag?post=464838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}