人工智能

|-大数据与信息传播

|--第一讲

|---1 - 4 - 序言-4- 话题六 ~ 话题八概述（时长：27-17）.mp4-文件大小:68.76 MB

|---1 - 3 - 序言-3- 话题三 ~ 话题五概述（时长：28-47）.mp4-文件大小:69.78 MB

|---1 - 2 - 序言-2- 话题一 ~ 话题二概述（时长：31-52）.mp4-文件大小:82.96 MB

|---1 - 1 - 序言-1－课程话题总述（时长：21-09）.mp4-文件大小:51.82 MB

|--第五讲

|---5 - 7 - 话题四-7-案例分析（时长-10-15）.mp4-文件大小:32.74 MB

|---5 - 6 - 话题四-6-互动对话缘由-互惠交换&时间契机（时长-10-23）.mp4-文件大小:18.70 MB

|---5 - 5 - 话题四-5-互动对话缘由-亲密程度&感情力量（时长-10-43）.mp4-文件大小:16.42 MB

|---5 - 4 - 话题四-4-媒体平台特征（时长-13-48）.mp4-文件大小:25.66 MB

|---5 - 3 - 话题四-3-基本概念-测量关系的四个维度&社会互动（时长-12-28）.mp4-文件大小:23.09 MB

|---5 - 2 - 话题四-2-基本概念-知识生产&弱连接（时长-08-44）.mp4-文件大小:16.79 MB

|---5 - 1 - 话题四-1-话题四综述（时长-07-10）.mp4-文件大小:11.60 MB

|--第四讲

|---4 - 6 - 话题三-6-案例分析（时长-12-28）.mp4-文件大小:23.71 MB

|---4 - 4 - 话题三-4-社会化媒体平台介绍（时长-17-13）.mp4-文件大小:29.63 MB

|---4 - 3 - 话题三-3-基本概念-群体智慧&复杂社会网络（时长-12-31）.mp4-文件大小:22.08 MB

|---4 - 2 - 话题三-2-基本概念-集群行为&人群聚合驱动力（时长-17-34）.mp4-文件大小:39.40 MB

|---4 - 1 - 话题三-1-话题三综述（时长-09-28）.mp4-文件大小:16.19 MB

|--第三讲

|---3 - 9 - 话题二-9-案例分析（时长-09-18）.mp4-文件大小:19.17 MB

|---3 - 8 - 话题二-8-定向技术&技术两个层级的影响（时长-16-07）.mp4-文件大小:35.20 MB

|---3 - 7 - 话题二-7-识别工具-RAN&RFM 模型（时长-08-56）.mp4-文件大小:18.98 MB

|---3 - 6 - 话题二-6-识别工具-Appinions（时长-12-49）.mp4-文件大小:26.79 MB

|---3 - 5 - 话题二-5-识别工具-InterestBase（时长-11-53）.mp4-文件大小:25.59 MB

|---3 - 4 - 话题二-4-基本概念-RTB&DSP&DMP（时长-11-48）.mp4-文件大小:28.04 MB

|---3 - 3 - 话题二-3-基本概念-用户生成内容数据&精准营销（时长-04-37）.mp4-文件大小:10.52 MB

|---3 - 2 - 话题二-2-基本概念-人群识别&用户行为数据（时长- 08-16）.mp4-文件大小:16.32 MB

|---3 - 1 - 话题二-1-话题二综述（时长- 04-54）.mp4-文件大小:10.69 MB

|--第七讲

|--第六讲

|---6 - 9 - 话题五-9-案例分析（时长27-19）.mp4-文件大小:61.07 MB

|---6 - 8 - 话题五-8-网络口碑的影响（时长-06-28）.mp4-文件大小:10.26 MB

|---6 - 7 - 话题五-7-口碑影响力测评（时长-06-54）.mp4-文件大小:11.53 MB

|---6 - 6 - 话题五-6-口碑生成基本规律-2（时长-16-15）.mp4-文件大小:33.03 MB

|---6 - 5 - 话题五-5-口碑生成基本规律-1（时长-16-11）.mp4-文件大小:33.52 MB

|---6 - 4 - 话题五-4-口碑生成基本要素（时长-13-26）.mp4-文件大小:24.26 MB

|---6 - 3 - 话题五-3-基本概念-意见领袖，舆论&从众心理（时长-13-18）.mp4-文件大小:23.88 MB

|---6 - 2 - 话题五-2-基本概念-网络口碑&两级传播（时长-07-21）.mp4-文件大小:12.59 MB

|---6 - 1 - 话题五-1-话题五综述（时长-06-16）.mp4-文件大小:9.73 MB

|--第二讲

|---2 - 4 - 话题一-4-传播效果（时长- 16-04）.mp4-文件大小:40.73 MB

|---2 - 3 - 话题一-3-互联网世界的基本结构（时长- 15- 47）.mp4-文件大小:34.11 MB

|---2 - 2 - 话题一-2-基本概念（时长- 28-53）.mp4-文件大小:60.91 MB

|---2 - 1 - 话题一-1-话题一综述（时长- 07-16）.mp4-文件大小:15.17 MB

|-Data Manipulation at Scale Systems and Algorithms

|--05_graph-analytics

|---05_lesson-24-representations-and-algorithms

|----04_pagerank-in-pregel.srt-文件大小:7.06 KB

|----04_pagerank-in-pregel.mp4-文件大小:9.45 MB

|----03_pagerank-in-mapreduce.srt-文件大小:7.66 KB

|----03_pagerank-in-mapreduce.mp4-文件大小:9.58 MB

|----02_representation-adjacency-matrix.srt-文件大小:3.32 KB

|----02_representation-adjacency-matrix.mp4-文件大小:4.99 MB

|----01_representation-edge-table-adjacency-list.srt-文件大小:5.70 KB

|----01_representation-edge-table-adjacency-list.mp4-文件大小:7.90 MB

|---04_lesson-24-recursive-queries

|----04_the-end-game-problem.srt-文件大小:5.37 KB

|----04_the-end-game-problem.mp4-文件大小:6.67 MB

|----03_recursive-queries-in-mapreduce.srt-文件大小:6.47 KB

|----03_recursive-queries-in-mapreduce.mp4-文件大小:8.96 MB

|----02_evaluation-of-recursive-programs.srt-文件大小:5.94 KB

|----02_evaluation-of-recursive-programs.mp4-文件大小:7.23 MB

|----01_graph-query-example-recursion.srt-文件大小:5.83 KB

|----01_graph-query-example-recursion.mp4-文件大小:7.92 MB

|---03_lesson-23-pattern-matching-tasks-and-graph-query

|----05_graph-query-example-nsa.srt-文件大小:10.63 KB

|----05_graph-query-example-nsa.mp4-文件大小:13.87 MB

|----04_querying-hybrid-graph-relational-data.srt-文件大小:6.00 KB

|----04_querying-hybrid-graph-relational-data.mp4-文件大小:8.76 MB

|----03_relational-algebra-and-datalog-for-graphs.srt-文件大小:7.41 KB

|----03_relational-algebra-and-datalog-for-graphs.mp4-文件大小:9.46 MB

|----02_querying-edge-tables.srt-文件大小:6.27 KB

|----02_querying-edge-tables.mp4-文件大小:7.74 MB

|----01_pattern-matching.srt-文件大小:9.24 KB

|----01_pattern-matching.mp4-文件大小:11.97 MB

|---02_lesson-22-traversal-tasks

|----04_traversal-tasks-maximum-flow.srt-文件大小:2.33 KB

|----04_traversal-tasks-maximum-flow.mp4-文件大小:3.79 MB

|----03_traversal-tasks-spanning-trees-and-circuits.srt-文件大小:8.36 KB

|----03_traversal-tasks-spanning-trees-and-circuits.mp4-文件大小:10.98 MB

|----02_pagerank-in-more-detail.srt-文件大小:4.49 KB

|----02_pagerank-in-more-detail.mp4-文件大小:5.83 MB

|----01_pagerank.srt-文件大小:5.48 KB

|----01_pagerank.mp4-文件大小:8.06 MB

|---01_lesson-21-structural-tasks

|----04_connectivity-and-centrality.srt-文件大小:6.97 KB

|----04_connectivity-and-centrality.mp4-文件大小:9.01 MB

|----03_degree-histograms-structure-of-the-web.srt-文件大小:6.04 KB

|----03_degree-histograms-structure-of-the-web.mp4-文件大小:8.60 MB

|----02_structural-analysis.srt-文件大小:5.91 KB

|----02_structural-analysis.mp4-文件大小:8.04 MB

|----01_graph-overview.srt-文件大小:10.67 KB

|----01_graph-overview.mp4-文件大小:12.43 MB

|--04_nosql-systems-and-concepts

|---07_lesson-20-spark

|----03_rdds-benefits.srt-文件大小:9.49 KB

|----03_rdds-benefits.mp4-文件大小:9.80 MB

|----02_spark-examples.srt-文件大小:7.32 KB

|----02_spark-examples.mp4-文件大小:10.23 MB

|----01_context.srt-文件大小:0 b

|----01_context.mp4-文件大小:6.45 MB

|---06_lesson-19-pig-analytics

|----06_review.srt-文件大小:8.87 KB

|----06_review.mp4-文件大小:11.82 MB

|----05_evaluation-walkthrough.srt-文件大小:6.01 KB

|----05_evaluation-walkthrough.mp4-文件大小:7.54 MB

|----04_other-commands.srt-文件大小:5.03 KB

|----04_other-commands.mp4-文件大小:5.91 MB

|----03_skew.srt-文件大小:7.65 KB

|----03_skew.mp4-文件大小:9.97 MB

|----02_join-algorithms.srt-文件大小:4.96 KB

|----02_join-algorithms.mp4-文件大小:6.20 MB

|----01_cogroup-join.srt-文件大小:4.53 KB

|----01_cogroup-join.mp4-文件大小:6.90 MB

|---05_lesson-18-pig-programming-with-relational-algebra

|----05_group-distinct-foreach-flatten.srt-文件大小:7.12 KB

|----05_group-distinct-foreach-flatten.mp4-文件大小:9.57 MB

|----04_load-filter-group.srt-文件大小:8.67 KB

|----04_load-filter-group.mp4-文件大小:11.49 MB

|----03_data-model.srt-文件大小:5.33 KB

|----03_data-model.mp4-文件大小:6.15 MB

|----02_pig-architecture-and-performance.srt-文件大小:4.71 KB

|----02_pig-architecture-and-performance.mp4-文件大小:5.94 MB

|----01_almost-sql-pig.srt-文件大小:7.80 KB

|----01_almost-sql-pig.mp4-文件大小:8.84 MB

|---04_lesson-17-extended-nosql-systems

|----06_nosql-rebuttal.srt-文件大小:7.12 KB

|----06_nosql-rebuttal.mp4-文件大小:9.46 MB

|----05_bringing-back-joins.srt-文件大小:6.67 KB

|----05_bringing-back-joins.mp4-文件大小:7.70 MB

|----04_mapreduce-based-systems.srt-文件大小:7.30 KB

|----04_mapreduce-based-systems.mp4-文件大小:9.62 MB

|----03_spanner-cont-d-google-systems.srt-文件大小:9.76 KB

|----03_spanner-cont-d-google-systems.mp4-文件大小:13.61 MB

|----02_spanner.srt-文件大小:9.22 KB

|----02_spanner.mp4-文件大小:12.67 MB

|----01_hbase-megastore.srt-文件大小:5.57 KB

|----01_hbase-megastore.mp4-文件大小:7.75 MB

|---03_lesson-16-document-stores-and-extensible-record-stores

|----04_bigtable-implementation.srt-文件大小:8.38 KB

|----04_bigtable-implementation.mp4-文件大小:11.93 MB

|----03_bigtable-overview.srt-文件大小:7.32 KB

|----03_bigtable-overview.mp4-文件大小:10.52 MB

|----02_couchb-views.srt-文件大小:5.18 KB

|----02_couchb-views.mp4-文件大小:7.45 MB

|----01_couchdb-overview.srt-文件大小:6.41 KB

|----01_couchdb-overview.mp4-文件大小:8.82 MB

|---02_lesson-15-early-key-value-systems-and-key-concepts

|----06_vector-clocks-cont-d.srt-文件大小:0 b

|----06_vector-clocks-cont-d.mp4-文件大小:9.61 MB

|----05_dynamodb-vector-clocks.srt-文件大小:6.21 KB

|----05_dynamodb-vector-clocks.mp4-文件大小:9.01 MB

|----04_consistent-hashing-cont-d.srt-文件大小:5.11 KB

|----04_consistent-hashing-cont-d.mp4-文件大小:8.18 MB

|----03_memcached-consistent-hashing.srt-文件大小:3.95 KB

|----03_memcached-consistent-hashing.mp4-文件大小:5.59 MB

|----02_acid-major-impact-systems.srt-文件大小:7.52 KB

|----02_acid-major-impact-systems.mp4-文件大小:10.23 MB

|----01_types-of-nosql-systems.srt-文件大小:6.82 KB

|----01_types-of-nosql-systems.mp4-文件大小:9.40 MB

|---01_lesson-14-what-problems-do-nosql-systems-aim-to-solve

|----06_cap-theorem.srt-文件大小:6.64 KB

|----06_cap-theorem.mp4-文件大小:8.63 MB

|----05_eventual-consistency.srt-文件大小:7.31 KB

|----05_eventual-consistency.mp4-文件大小:9.98 MB

|----04_two-phase-commit-and-consensus-protocols.srt-文件大小:8.65 KB

|----04_two-phase-commit-and-consensus-protocols.mp4-文件大小:10.09 MB

|----03_relaxing-consistency-guarantees.srt-文件大小:5.77 KB

|----03_relaxing-consistency-guarantees.mp4-文件大小:8.14 MB

|----02_nosql-roundup.srt-文件大小:6.60 KB

|----02_nosql-roundup.mp4-文件大小:8.82 MB

|----01_nosql-context-and-roadmap.srt-文件大小:6.75 KB

|----01_nosql-context-and-roadmap.mp4-文件大小:8.02 MB

|--03_mapreduce-and-parallel-dataflow-programming

|---04_lesson-13-parallel-databases-vs-mapreduce

|----06_rdbms-vs-hadoop-select-aggregate-join.srt-文件大小:4.43 KB

|----06_rdbms-vs-hadoop-select-aggregate-join.mp4-文件大小:5.68 MB

|----05_rdbms-vs-hadoop-grep.srt-文件大小:7.60 KB

|----05_rdbms-vs-hadoop-grep.mp4-文件大小:9.75 MB

|----04_rdbms-vs-mapreduce-features.srt-文件大小:0 b

|----04_rdbms-vs-mapreduce-features.mp4-文件大小:12.79 MB

|----03_teradata-example-mr-extensions.srt-文件大小:7.71 KB

|----03_teradata-example-mr-extensions.mp4-文件大小:10.01 MB

|----02_parallel-and-distributed-query-processing.srt-文件大小:8.25 KB

|----02_parallel-and-distributed-query-processing.mp4-文件大小:10.29 MB

|----01_a-design-space-for-large-scale-data-systems.srt-文件大小:6.96 KB

|----01_a-design-space-for-large-scale-data-systems.mp4-文件大小:9.56 MB

|---03_lesson-12-algorithms-in-mapreduce

|----08_mapreduce-phases.srt-文件大小:8.65 KB

|----08_mapreduce-phases.mp4-文件大小:11.19 MB

|----07_mapreduce-implementation.srt-文件大小:7.61 KB

|----07_mapreduce-implementation.mp4-文件大小:9.94 MB

|----06_shared-nothing-computing.srt-文件大小:6.60 KB

|----06_shared-nothing-computing.mp4-文件大小:8.60 MB

|----05_matrix-multiply-illustrated.srt-文件大小:4.73 KB

|----05_matrix-multiply-illustrated.mp4-文件大小:7.93 MB

|----04_matrix-multiply-overview.srt-文件大小:5.84 KB

|----04_matrix-multiply-overview.mp4-文件大小:9.48 MB

|----03_simple-social-network-analysis-counting-friends.srt-文件大小:5.12 KB

|----03_simple-social-network-analysis-counting-friends.mp4-文件大小:7.01 MB

|----02_relational-join-reduce-phase.srt-文件大小:6.72 KB

|----02_relational-join-reduce-phase.mp4-文件大小:9.63 MB

|----01_relational-join-map-phase.srt-文件大小:5.92 KB

|----01_relational-join-map-phase.mp4-文件大小:9.15 MB

|---02_lesson-11-the-mapreduce-programming-model

|----07_mapreduce-examples-inverted-index-join.srt-文件大小:8.46 KB

|----07_mapreduce-examples-inverted-index-join.mp4-文件大小:12.73 MB

|----06_mapreduce-example-word-length-histogram.srt-文件大小:4.40 KB

|----06_mapreduce-example-word-length-histogram.mp4-文件大小:7.99 MB

|----05_mapreduce-simple-example-cont-d.srt-文件大小:4.36 KB

|----05_mapreduce-simple-example-cont-d.mp4-文件大小:7.24 MB

|----04_mapreduce-simple-example.srt-文件大小:4.90 KB

|----04_mapreduce-simple-example.mp4-文件大小:7.84 MB

|----03_map-and-reduce-functions.srt-文件大小:4.02 KB

|----03_map-and-reduce-functions.mp4-文件大小:6.07 MB

|----02_mapreduce-data-model.srt-文件大小:5.35 KB

|----02_mapreduce-data-model.mp4-文件大小:7.41 MB

|----01_mapreduce-abstraction.srt-文件大小:7.00 KB

|----01_mapreduce-abstraction.mp4-文件大小:9.44 MB

|---01_lesson-10-reasoning-about-scale

|----05_more-general-distributed-algorithms.srt-文件大小:6.50 KB

|----05_more-general-distributed-algorithms.mp4-文件大小:8.00 MB

|----04_pleasingly-parallel-algorithms.srt-文件大小:7.26 KB

|----04_pleasingly-parallel-algorithms.mp4-文件大小:8.36 MB

|----03_a-sketch-of-data-parallel-algorithms.srt-文件大小:8.18 KB

|----03_a-sketch-of-data-parallel-algorithms.mp4-文件大小:9.95 MB

|----02_a-sketch-of-algorithmic-complexity.srt-文件大小:7.23 KB

|----02_a-sketch-of-algorithmic-complexity.mp4-文件大小:9.76 MB

|----01_what-does-scalable-mean.srt-文件大小:8.22 KB

|----01_what-does-scalable-mean.mp4-文件大小:13.31 MB

|--02_relational-databases-and-the-relational-algebra

|---04_lesson-9-key-principles-of-relational-databases

|----06_indexes.srt-文件大小:10.80 KB

|----06_indexes.mp4-文件大小:13.44 MB

|----05_views-logical-data-independence.srt-文件大小:7.58 KB

|----05_views-logical-data-independence.mp4-文件大小:10.56 MB

|----04_declarative-languages-more-examples.srt-文件大小:5.99 KB

|----04_declarative-languages-more-examples.mp4-文件大小:9.46 MB

|----03_declarative-languages.srt-文件大小:7.60 KB

|----03_declarative-languages.mp4-文件大小:11.28 MB

|----02_optimization-choosing-physical-plans.srt-文件大小:7.75 KB

|----02_optimization-choosing-physical-plans.mp4-文件大小:9.55 MB

|----01_optimization-physical-query-plans.srt-文件大小:8.39 KB

|----01_optimization-physical-query-plans.mp4-文件大小:9.64 MB

|---03_lesson-8-sql-for-data-science

|----06_support-for-user-defined-functions.srt-文件大小:6.06 KB

|----06_support-for-user-defined-functions.mp4-文件大小:8.04 MB

|----05_user-defined-functions.srt-文件大小:5.45 KB

|----05_user-defined-functions.mp4-文件大小:7.57 MB

|----04_practical-sql-genomic-intervals.srt-文件大小:9.72 KB

|----04_practical-sql-genomic-intervals.mp4-文件大小:14.22 MB

|----03_practical-sql-binning-timeseries.srt-文件大小:8.20 KB

|----03_practical-sql-binning-timeseries.mp4-文件大小:11.51 MB

|----02_thinking-in-ra-logical-query-plans.srt-文件大小:6.31 KB

|----02_thinking-in-ra-logical-query-plans.mp4-文件大小:8.11 MB

|----01_from-sql-to-ra.srt-文件大小:8.93 KB

|----01_from-sql-to-ra.mp4-文件大小:11.88 MB

|---02_lesson-7-relational-algebra

|----07_relational-algebra-operators-theta-join.srt-文件大小:6.46 KB

|----07_relational-algebra-operators-theta-join.mp4-文件大小:8.27 MB

|----06_relational-algebra-operators-outer-join.srt-文件大小:5.65 KB

|----06_relational-algebra-operators-outer-join.mp4-文件大小:7.69 MB

|----05_relational-algebra-operators-cross-product-cont-d-join.srt-文件大小:8.28 KB

|----05_relational-algebra-operators-cross-product-cont-d-join.mp4-文件大小:13.59 MB

|----04_relational-algebra-operators-projection-cross-product.srt-文件大小:6.30 KB

|----04_relational-algebra-operators-projection-cross-product.mp4-文件大小:9.46 MB

|----03_relational-algebra-operators-union-difference-selection.srt-文件大小:8.37 KB

|----03_relational-algebra-operators-union-difference-selection.mp4-文件大小:11.99 MB

|----02_relational-algebra-overview.srt-文件大小:6.08 KB

|----02_relational-algebra-overview.mp4-文件大小:9.32 MB

|----01_algebraic-optimization-overview.srt-文件大小:10.26 KB

|----01_algebraic-optimization-overview.mp4-文件大小:13.19 MB

|---01_lesson-6-principles-of-data-manipulation-and-management

|----05_relational-databases-key-ideas.srt-文件大小:6.56 KB

|----05_relational-databases-key-ideas.mp4-文件大小:9.44 MB

|----04_motivating-relational-databases.srt-文件大小:5.25 KB

|----04_motivating-relational-databases.mp4-文件大小:7.48 MB

|----03_pre-relational-databases.srt-文件大小:7.84 KB

|----03_pre-relational-databases.mp4-文件大小:10.13 MB

|----02_from-data-models-to-databases.srt-文件大小:7.63 KB

|----02_from-data-models-to-databases.mp4-文件大小:9.87 MB

|----01_data-models-terminology.srt-文件大小:9.57 KB

|----01_data-models-terminology.mp4-文件大小:10.88 MB

|--01_data-science-context-and-concepts

|---06_assignment-1-twitter-sentiment-analysis

|----01_twitter-assignment-getting-started.srt-文件大小:18.53 KB

|----01_twitter-assignment-getting-started.mp4-文件大小:40.23 MB

|---05_lesson-5-course-logistics

|----01_course-logistics.srt-文件大小:11.60 KB

|----01_course-logistics.mp4-文件大小:14.11 MB

|---04_lesson-4-related-topics

|----05_big-data-sources.srt-文件大小:11.64 KB

|----05_big-data-sources.mp4-文件大小:15.27 MB

|----04_big-data-definitions.srt-文件大小:7.80 KB

|----04_big-data-definitions.mp4-文件大小:11.43 MB

|----03_big-data-and-the-3-vs.srt-文件大小:8.02 KB

|----03_big-data-and-the-3-vs.mp4-文件大小:12.56 MB

|----02_data-intensive-science-examples.srt-文件大小:9.23 KB

|----02_data-intensive-science-examples.mp4-文件大小:12.55 MB

|----01_a-fourth-paradigm-of-science.srt-文件大小:6.62 KB

|----01_a-fourth-paradigm-of-science.mp4-文件大小:8.36 MB

|---03_lesson-3-characterizing-this-course

|----05_structs-vs-stats-cont-d.srt-文件大小:7.89 KB

|----05_structs-vs-stats-cont-d.mp4-文件大小:10.54 MB

|----04_structs-vs-stats.srt-文件大小:8.82 KB

|----04_structs-vs-stats.mp4-文件大小:10.10 MB

|----03_hackers-vs-analysts.srt-文件大小:4.18 KB

|----03_hackers-vs-analysts.mp4-文件大小:6.44 MB

|----02_desktop-scale-vs-cloud-scale.srt-文件大小:8.65 KB

|----02_desktop-scale-vs-cloud-scale.mp4-文件大小:11.39 MB

|----01_tools-vs-abstractions.srt-文件大小:11.25 KB

|----01_tools-vs-abstractions.mp4-文件大小:14.93 MB

|---02_lesson-2-working-definitions-of-data-science

|----04_four-dimensions-of-data-science.srt-文件大小:9.70 KB

|----04_four-dimensions-of-data-science.mp4-文件大小:11.06 MB

|----03_distinguishing-data-science-from-related-topics.srt-文件大小:6.71 KB

|----03_distinguishing-data-science-from-related-topics.mp4-文件大小:8.28 MB

|----02_characterizing-data-science-cont-d.srt-文件大小:8.08 KB

|----02_characterizing-data-science-cont-d.mp4-文件大小:11.75 MB

|----01_characterizing-data-science.srt-文件大小:7.79 KB

|----01_characterizing-data-science.mp4-文件大小:10.51 MB

|---01_lesson-1-examples-and-the-diversity-of-data-science

|----06_appetite-whetting-public-health-cont-d-earthquakes-legal.srt-文件大小:5.64 KB

|----06_appetite-whetting-public-health-cont-d-earthquakes-legal.mp4-文件大小:8.12 MB

|----05_appetite-whetting-food-music-public-health.srt-文件大小:6.67 KB

|----05_appetite-whetting-food-music-public-health.mp4-文件大小:10.76 MB

|----04_appetite-whetting-bibliometrics.srt-文件大小:5.51 KB

|----04_appetite-whetting-bibliometrics.mp4-文件大小:8.66 MB

|----03_appetite-whetting-digital-humanities.srt-文件大小:11.09 KB

|----03_appetite-whetting-digital-humanities.mp4-文件大小:17.58 MB

|----02_appetite-whetting-extreme-weather.srt-文件大小:2.71 KB

|----02_appetite-whetting-extreme-weather.mp4-文件大小:5.02 MB

|----01_appetite-whetting-politics.srt-文件大小:8.63 KB

|----01_appetite-whetting-politics.mp4-文件大小:12.05 MB

|-CS271 Introduction to Artificial Intelligence AI Class

|--Problem_Set_8.zip-文件大小:43.08 MB

|--Problem_Set_8-subtitles.en.zip-文件大小:17.21 KB

|--Problem_Set_7.zip-文件大小:52.24 MB

|--Problem_Set_7-subtitles.en.zip-文件大小:22.42 KB

|--Problem_Set_6.zip-文件大小:62.61 MB

|--Problem_Set_6-subtitles.en_2.zip-文件大小:22.29 KB

|--Problem_Set_5.zip-文件大小:29.69 MB

|--Problem_Set_5-subtitles.en.zip-文件大小:10.06 KB

|--Problem_Set_4.zip-文件大小:79.96 MB

|--Problem_Set_4-subtitles.en.zip-文件大小:26.92 KB

|--Problem_Set_3.zip-文件大小:51.00 MB

|--Problem_Set_3-subtitles.en.zip-文件大小:18.30 KB

|--Problem_Set_2.zip-文件大小:48.43 MB

|--Problem_Set_2-subtitles.en.zip-文件大小:14.46 KB

|--Problem_Set_1.zip-文件大小:44.20 MB

|--Problem_Set_1-subtitles.en.zip-文件大小:8.00 KB

|--printable_midterm.pdf-文件大小:2.24 MB

|--printable_final.pdf-文件大小:257.99 KB

|--Office_Hours.zip-文件大小:605.63 MB

|--9._Planning_under_Uncertainty.zip-文件大小:174.67 MB

|--9._Planning_under_Uncertainty-subtitles.en.zip-文件大小:79.09 KB

|--8._Planning.zip-文件大小:218.88 MB

|--8._Planning-subtitles.en.zip-文件大小:87.24 KB

|--7._Representation_with_Logic.zip-文件大小:144.29 MB

|--7._Representation_with_Logic-subtitles.en.zip-文件大小:44.65 KB

|--6._Unsupervised_Learning.zip-文件大小:213.91 MB

|--6._Unsupervised_Learning-subtitles.en.zip-文件大小:95.01 KB

|--5._Machine_Learning.zip-文件大小:376.82 MB

|--5._Machine_Learning-subtitles.en.zip-文件大小:124.26 KB

|--4._Probabilistic_Inference.zip-文件大小:157.13 MB

|--4._Probabilistic_Inference-subtitles.en.zip-文件大小:50.74 KB

|--3._Probability_in_AI.zip-文件大小:321.98 MB

|--3._Probability_in_AI-subtitles.en.zip-文件大小:95.19 KB

|--22._Natural_Language_Processing_II.zip-文件大小:154.35 MB

|--21._Natural_Language_Processing.zip-文件大小:203.00 MB

|--21._Natural_Language_Processing-subtitles.en.zip-文件大小:81.25 KB

|--20._Robotics_II.zip-文件大小:115.93 MB

|--20._Robotics_II-subtitles.en.zip-文件大小:38.48 KB

|--2._Problem_Solving.zip-文件大小:232.48 MB

|--2._Problem_Solving-subtitles.en.zip-文件大小:81.06 KB

|--19._Robotics_I.zip-文件大小:118.99 MB

|--19._Robotics_I-subtitles.en.zip-文件大小:35.81 KB

|--18._Computer_Vision_III.zip-文件大小:49.68 MB

|--18._Computer_Vision_III-subtitles.en.zip-文件大小:18.78 KB

|--17._Computer_Vision_II.zip-文件大小:140.85 MB

|--17._Computer_Vision_II-subtitles.en.zip-文件大小:49.64 KB

|--16._Computer_Vision_I.zip-文件大小:186.97 MB

|--16._Computer_Vision_I-subtitles.en.zip-文件大小:69.20 KB

|--15._Advanced_Planning.zip-文件大小:75.21 MB

|--15._Advanced_Planning-subtitles.en.zip-文件大小:29.94 KB

|--14._Game_Theory.zip-文件大小:162.53 MB

|--14._Game_Theory-subtitles.en.zip-文件大小:64.27 KB

|--13._Games.zip-文件大小:151.07 MB

|--13._Games-subtitles.en.zip-文件大小:59.13 KB

|--12._MDP_Review.zip-文件大小:18.10 MB

|--12._MDP_Review-subtitles.en.zip-文件大小:7.04 KB

|--11._HMMs_and_Filters.zip-文件大小:195.43 MB

|--11._HMMs_and_Filters-subtitles.en.zip-文件大小:76.53 KB

|--10._Reinforcement_Learning.zip-文件大小:150.17 MB

|--10._Reinforcement_Learning-subtitles.en.zip-文件大小:71.96 KB

|--1._Welcome_to_AI.zip-文件大小:116.93 MB

|--1._Welcome_to_AI-subtitles.en.zip-文件大小:35.77 KB

|-《人工智能与大数据》下——钟义信.mp4-文件大小:94.75 MB

|-《人工智能与大数据》上——钟义信.mp4-文件大小:112.68 MB