Introduction.to.Data.Science

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Introduction.to.Data.Science

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文件列表

  • Introduction.to.Data.Science/Virtual.Machine/tips.txt 856 Bytes
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0806.Visual.Encoding.(Part.2).srt 3.6 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0804.Data.Dimensions.srt 4.0 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0810.Evaluation.srt 4.3 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0809.Visual.Perception.(Part.3).srt 4.5 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0803.Data.Types.(Exercises).srt 5.0 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0808.Visual.Perception.(Part.2).srt 5.4 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0609.The.Bootstrap.srt 6.1 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0807.Visual.Perception.(Part.1).srt 6.4 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0707.K-means.srt 7.5 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0604.Rules.Part.2.srt 7.7 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0805.Visual.Encoding.(Part.1).srt 8.0 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0602.Introduction.to.Machine.Learning.Part.2.srt 8.2 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0911.Graph.Representations.srt 9.1 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0702.Gradient.Descent.Part.2.srt 9.3 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0801.Introduction.srt 10.1 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0307.MapReduce.Matrix.Multiply.Example.srt 10.2 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0706.Unsupervised.Learning.srt 10.4 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0904.Traversal.PageRank.srt 10.5 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0304.MapReduce.Pseudocode.srt 10.5 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0903.Structure.Diameter.Connectivity.Centrality.srt 10.6 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0704.Intuition.for.Regularization.srt 10.6 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0507.Bayesian.Intro.srt 11.1 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0905.Traversal.Spanning.Trees.Circuits.Flows.srt 11.1 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0901.Graph.Basics.srt 11.3 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0310.Comparing.MapReduce.and.Databases.srt 11.3 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0208.SQL.for.Data.Science.User-Defined.Functions.srt 11.4 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0701.Gradient.Descent.Part.1.srt 11.5 kB
  • Introduction.to.Data.Science/Video.Lectures/10.Perspectives.Beyond.MapReduce/[Introduction.to.Data.Science]1002.Guest.Segment.Karen.Hsu.Datameer.srt 11.8 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0910.Optimizing.MapReduce.for.Graph.Traversal.srt 12.4 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0502.Publication.Bias.srt 12.4 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0110.Logistics.srt 12.5 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0902.Structure.Degree.Histograms.srt 12.5 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0601.Introduction.to.Machine.Learning.Part.1.srt 12.6 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0206.Relational.Algebra.Details.Theta-Join.srt 12.6 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0909.Evaluating.Graph.Traversal.Queries.srt 12.7 kB
  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0802.Data.Types.srt 12.9 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0603.Rules.Part.1.srt 13.3 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0109.Guest.Lecture.Biomedical.Informatics.srt 13.3 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0305.MapReduce.Text.Examples.srt 13.3 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0708.DBSCAN.srt 13.3 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0401.NoSQL.Introduction.srt 13.5 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0705.Stochastic.Gradient.Descent.Minibatches.Parallelization.srt 13.5 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0610.Ensembles.Bagging.and.Boosting.srt 13.6 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0202.Motivating.Relational.Algebra.srt 13.7 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0404.Example.Dynamo.srt 13.9 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0907.Patterns.Relational.Algebra.for.Graph.Query.srt 14.2 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0210.Declarative.Languages.srt 14.4 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0605.Decision.Trees.&.Entropy.srt 14.5 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0503.Effect.Size.Meta-analysis.Heteroskedasticity.srt 14.6 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0504.Fraud.and.Benfords.Law.srt 14.6 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0912.PageRank.in.MapReduce.and.Pregel.srt 14.7 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0211.Logical.Data.Independence.srt 15.0 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0412.Pig.Evaluation.srt 15.4 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0608.Evaluation.and.Cross-Validation.srt 15.4 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0405.Example.CouchDB.srt 15.5 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0205.Relational.Algebra.Details.Project.Cross.Product.Equi-Join.srt 15.6 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0204.Relational.Algebra.Details.Union.Diff.Select.srt 15.7 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0505.Multiple.Hypothesis.Testing.srt 15.9 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0501.Statistics.Intro.srt 15.9 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0406.Example.BigTable.srt 15.9 kB
  • Introduction.to.Data.Science/Video.Lectures/07.Topics.in.Machine.Learning.Part.2/[Introduction.to.Data.Science]0703.Intuition.for.Logistic.Regression.and.Support.Vector.Machines.srt 16.0 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0508.Bayes.Rule.srt 16.0 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0103.Context.srt 16.0 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0906.Patterns.Triangles.SPARQL.Datalog.srt 16.0 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0612.k.Nearest.Neighbors.srt 16.0 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0410.Pig.Functions.srt 16.3 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0611.Random.Forests.srt 16.5 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0302.Parallel.Processing.Patterns.srt 16.7 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0106.This.Course.Part.2.srt 16.8 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0104.Dimensions.srt 16.9 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0209.Physical.Optimization.srt 16.9 kB
  • Introduction.to.Data.Science/Video.Lectures/09.Graph.Analytics/[Introduction.to.Data.Science]0908.PRISM.Example.in.Datalog.srt 17.0 kB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0506.Recap.and.Big.Data.srt 17.0 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0607.Overfitting.srt 17.0 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0203.Relational.Algebra.Introduction.srt 17.2 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0303.MapReduce.Abstractions.srt 17.3 kB
  • Introduction.to.Data.Science/Video.Lectures/06.Topics.in.Machine.Learning.Part.1/[Introduction.to.Data.Science]0606.Information.Gain.srt 17.7 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0306.MapReduce.Relational.Join.Social.Example.srt 18.2 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0201.From.Data.Models.to.Databases.srt 18.2 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0409.Pig.Intro.srt 18.5 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0102.Appetite.Whetting.Part.2.srt 18.5 kB
  • Introduction.to.Data.Science/Video.Lectures/02.Relational.Databases.Relational.Algebra/[Introduction.to.Data.Science]0207.SQL.for.Data.Science.Interpreting.Complicated.SQL.srt 19.0 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0107.eScience.srt 19.7 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0308.MapReduce.Implementation.Overview.srt 20.2 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0311.Experimental.Results.MR.and.DB.srt 20.2 kB
  • Introduction.to.Data.Science/Video.Lectures/10.Perspectives.Beyond.MapReduce/[Introduction.to.Data.Science]1001.Guest.Segment.Aaron.Kimball.Wibidata.srt 22.4 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0408.Response.to.NoSQL.Systems.srt 22.6 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0101.Appetite.Whetting.Part.1.srt 22.9 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0105.This.Course.Part.1.srt 23.0 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0411.Pig.Join.and.Co-Group.Join.srt 23.2 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0403.Example.Memcached.srt 23.9 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0301.Scalability.Basics.srt 24.1 kB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0309.Parallel.Databases.srt 24.9 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0407.Example.Other.Google.Systems.srt 25.3 kB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0108.Big.Data.srt 25.5 kB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0402.Eventual.Consistency.srt 29.3 kB
  • Introduction.to.Data.Science/Slides/011.9_user_defined_functions.pdf 63.1 kB
  • Introduction.to.Data.Science/Documents/Python Resources.pdf 85.6 kB
  • Introduction.to.Data.Science/Slides/057_random_forests.pdf 89.6 kB
  • Introduction.to.Data.Science/Documents/Class Virtual Machine.pdf 90.7 kB
  • Introduction.to.Data.Science/Slides/048_intro_machine_learning_2.pdf 95.2 kB
  • Introduction.to.Data.Science/Slides/018_map_reduce_pseudocode.pdf 96.4 kB
  • Introduction.to.Data.Science/Slides/024_mapreduce_and_databases.pdf 97.1 kB
  • Introduction.to.Data.Science/Slides/044_intro_bayesian.pdf 106.0 kB
  • Introduction.to.Data.Science/Documents/Course Logistics.pdf 126.8 kB
  • Introduction.to.Data.Science/Documents/Github Instructions.pdf 130.9 kB
  • Introduction.to.Data.Science/Assignments/3_python_instructions.pdf 145.7 kB
  • Introduction.to.Data.Science/Slides/038_stats_intro.pdf 152.2 kB
  • Introduction.to.Data.Science/Slides/010_relational_algebra_intro.pdf 160.5 kB
  • Introduction.to.Data.Science/Slides/065_kmeans.pdf 185.5 kB
  • Introduction.to.Data.Science/Slides/058_nearest_neighbor.pdf 192.4 kB
  • Introduction.to.Data.Science/Slides/035_pig_load_filter_group_foreach.pdf 195.6 kB
  • Introduction.to.Data.Science/Assignments/2_instructions.pdf 200.1 kB
  • Introduction.to.Data.Science/Documents/Syllabus.pdf 207.7 kB
  • Introduction.to.Data.Science/Slides/015_scalability.pdf 229.3 kB
  • Introduction.to.Data.Science/Slides/036_cogroup_join.pdf 239.3 kB
  • Introduction.to.Data.Science/Slides/056_ensembles_and_boosting.pdf 248.0 kB
  • Introduction.to.Data.Science/Assignments/3_js_quiz.pdf 261.6 kB
  • Introduction.to.Data.Science/Assignments/4_quiz.pdf 263.9 kB
  • Introduction.to.Data.Science/Assignments/1_instructions.pdf 267.2 kB
  • Introduction.to.Data.Science/Assignments/4_aws-setup.pdf 276.9 kB
  • Introduction.to.Data.Science/Slides/054_evaluation_thresholds.pdf 277.1 kB
  • Introduction.to.Data.Science/Slides/050_rules_2.pdf 285.2 kB
  • Introduction.to.Data.Science/Slides/002_dimensions.pdf 288.5 kB
  • Introduction.to.Data.Science/Slides/055_bootstrap.pdf 291.5 kB
  • Introduction.to.Data.Science/Slides/009_relational_motivation.pdf 301.4 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 10 Evaluation.pdf 305.5 kB
  • Introduction.to.Data.Science/Slides/021_map_reduce_matrix_multiply.pdf 325.7 kB
  • Introduction.to.Data.Science/Slides/020_map_reduce_join_social_examples.pdf 333.9 kB
  • Introduction.to.Data.Science/Slides/047_overview_machine_learning.pdf 336.4 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 9 Visual Perception (Part 3).pdf 338.2 kB
  • Introduction.to.Data.Science/Slides/037_pig_evaluation.pdf 344.1 kB
  • Introduction.to.Data.Science/Slides/019_map_reduce_text_examples.pdf 345.7 kB
  • Introduction.to.Data.Science/Slides/007_logistics.pdf 353.5 kB
  • Introduction.to.Data.Science/Slides/053_overfitting.pdf 354.9 kB
  • Introduction.to.Data.Science/Slides/011.5_relational_algebra_union_diff_select.pdf 373.1 kB
  • Introduction.to.Data.Science/Slides/011.6_relational_algebra_project_cross_equijoin.pdf 389.9 kB
  • Introduction.to.Data.Science/Slides/004_this_course_2.pdf 392.1 kB
  • Introduction.to.Data.Science/Slides/023_parallel_databases.pdf 394.7 kB
  • Introduction.to.Data.Science/Slides/039_publication_bias.pdf 418.1 kB
  • Introduction.to.Data.Science/Slides/045_bayes_rule.pdf 419.2 kB
  • Introduction.to.Data.Science/Slides/052_information_gain.pdf 428.8 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 3 Data Types (Exercises).pdf 434.2 kB
  • Introduction.to.Data.Science/Slides/012_physical_optimization.pdf 437.4 kB
  • Introduction.to.Data.Science/Slides/001_context.pdf 439.9 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 8 Visual Perception (Part 2).pdf 460.6 kB
  • Introduction.to.Data.Science/Slides/029_dynamo.pdf 477.4 kB
  • Introduction.to.Data.Science/Slides/042_multiple_hypothesis_testing_CORRECTED.pdf 478.7 kB
  • Introduction.to.Data.Science/Slides/014_logical_data_independence.pdf 480.2 kB
  • Introduction.to.Data.Science/Slides/051_intro_trees.pdf 488.1 kB
  • Introduction.to.Data.Science/Slides/031_bigtable.pdf 494.8 kB
  • Introduction.to.Data.Science/Slides/049_rules_1.pdf 495.8 kB
  • Introduction.to.Data.Science/Slides/062_intuition_regularization.pdf 501.9 kB
  • Introduction.to.Data.Science/Slides/063_stochastic_gradient_descent.pdf 502.1 kB
  • Introduction.to.Data.Science/Slides/011.7_theta_join.pdf 503.9 kB
  • Introduction.to.Data.Science/Slides/022_map_reduce_implementation_overview.pdf 512.9 kB
  • Introduction.to.Data.Science/Slides/026_nosql_intro.pdf 537.8 kB
  • Introduction.to.Data.Science/Slides/034_pig_intro.pdf 539.7 kB
  • Introduction.to.Data.Science/Slides/064_unsupervised_learning_copy.pdf 564.2 kB
  • Introduction.to.Data.Science/Slides/030_couchdb.pdf 575.7 kB
  • Introduction.to.Data.Science/Slides/040_effect_size_meta_analysis_heteroskedasticity.pdf 581.6 kB
  • Introduction.to.Data.Science/Slides/011.8_interpreting_complicated_sql.pdf 590.9 kB
  • Introduction.to.Data.Science/Slides/028_memcached.pdf 599.9 kB
  • Introduction.to.Data.Science/Slides/060_gradient_descent_part_2.pdf 609.4 kB
  • Introduction.to.Data.Science/Slides/008_data_models.pdf 635.1 kB
  • Introduction.to.Data.Science/Slides/066_dbscan.pdf 651.8 kB
  • Introduction.to.Data.Science/Slides/061_intuition_logistic_regression_svms.pdf 655.7 kB
  • Introduction.to.Data.Science/Slides/043_recap_and_big_data.pdf 675.2 kB
  • Introduction.to.Data.Science/Slides/013_declarative_languages.pdf 677.2 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 4 Data Dimensions.pdf 686.9 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 1 Introduction.pdf 689.7 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 6 Visual Encoding (Part 2).pdf 701.8 kB
  • Introduction.to.Data.Science/Slides/003_this_course_1.pdf 721.1 kB
  • Introduction.to.Data.Science/Slides/027_eventual_consistency.pdf 734.9 kB
  • Introduction.to.Data.Science/Slides/032_other_google_systems.pdf 746.4 kB
  • Introduction.to.Data.Science/Slides/025_mapreduce_and_databases_experiments.pdf 747.6 kB
  • Introduction.to.Data.Science/Slides/033_nosql_response.pdf 764.5 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 5 Visual Encoding (Part 1).pdf 768.0 kB
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  • Introduction.to.Data.Science/Slides/Infovis Aragon 7 Visual Perception (Part 1).pdf 905.9 kB
  • Introduction.to.Data.Science/Slides/Infovis Aragon 2 Data Types.pdf 977.6 kB
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  • Introduction.to.Data.Science/Slides/041_fraud_benfords_law.pdf 1.3 MB
  • Introduction.to.Data.Science/Slides/006_big_data.pdf 1.3 MB
  • Introduction.to.Data.Science/Slides/059_gradient_descent_part_1.pdf 1.4 MB
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  • Introduction.to.Data.Science/Slides/005_escience.pdf 2.7 MB
  • Introduction.to.Data.Science/Slides/016_parallel_thinking.pdf 3.3 MB
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  • Introduction.to.Data.Science/Video.Lectures/08.Visualization/[Introduction.to.Data.Science]0801.Introduction.mp4 10.7 MB
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  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0110.Logistics.mp4 11.4 MB
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  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0107.eScience.mp4 17.6 MB
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  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0501.Statistics.Intro.mp4 17.7 MB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0109.Guest.Lecture.Biomedical.Informatics.mp4 18.1 MB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0506.Recap.and.Big.Data.mp4 18.4 MB
  • Introduction.to.Data.Science/Video.Lectures/05.Basic.Statistical.Analysis/[Introduction.to.Data.Science]0508.Bayes.Rule.mp4 18.5 MB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0308.MapReduce.Implementation.Overview.mp4 18.9 MB
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  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0105.This.Course.Part.1.mp4 20.6 MB
  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0311.Experimental.Results.MR.and.DB.mp4 21.1 MB
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  • Introduction.to.Data.Science/Video.Lectures/10.Perspectives.Beyond.MapReduce/[Introduction.to.Data.Science]1001.Guest.Segment.Aaron.Kimball.Wibidata.mp4 22.3 MB
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  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0411.Pig.Join.and.Co-Group.Join.mp4 23.5 MB
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  • Introduction.to.Data.Science/Video.Lectures/03.MapReduce/[Introduction.to.Data.Science]0301.Scalability.Basics.mp4 24.4 MB
  • Introduction.to.Data.Science/Video.Lectures/04.NoSQL/[Introduction.to.Data.Science]0403.Example.Memcached.mp4 24.4 MB
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  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0101.Appetite.Whetting.Part.1.mp4 25.1 MB
  • Introduction.to.Data.Science/Video.Lectures/01.Introduction/[Introduction.to.Data.Science]0111.Twitter.Assignment.Getting.Started.with.Problem.0.and.Problem.1.mp4 26.5 MB
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  • Introduction.to.Data.Science/Software/TableauDesktop.exe 91.6 MB
  • Introduction.to.Data.Science/Virtual.Machine/Coursera-Data-Science-Ubuntu.ova 2.5 GB

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