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文件列表
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/02_recruiting-for-data-science.mp4
41.1 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/02_neural-networks-and-deep-learning.mp4
33.1 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/02_what-is-hadoop.mp4
32.8 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/04_high-school-students-and-data-science-careers.mp4
30.2 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/01_how-can-someone-become-a-data-scientist.mp4
25.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/02_logistic-regression-vs-linear-regression.mp4
22.8 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/04_data-science-skills-big-data.mp4
22.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/03_logistic-regression-training.mp4
21.9 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/03_applications-of-machine-learning.mp4
21.7 MB
machine-learning-with-python/02_regression/01_linear-regression/05_multiple-linear-regression.mp4
20.8 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/06_contributing-to-repositories-via-pull-request-optional.mp4
20.7 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/05_data-scientists-at-new-york-university.mp4
19.7 MB
machine-learning-with-python/02_regression/01_linear-regression/02_simple-linear-regression.mp4
19.3 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/04_git-and-github-via-command-line-optional.mp4
19.1 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/03_data-science-topics-and-algorithms.mp4
19.0 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/01_functions.mp4
18.7 MB
machine-learning-with-python/03_classification/02_decision-trees/02_building-decision-trees.mp4
18.6 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/01_a-day-in-the-life-of-a-data-scientist.mp4
17.9 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/03_the-many-paths-to-data-science.mp4
16.3 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/05_analyzing-data-with-python.mp4
16.3 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/05_objects-and-classes/01_objects-and-classes.mp4
15.9 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/03_data-refinery.mp4
15.9 MB
machine-learning-with-python/05_clustering/01_k-means-clustering/02_intro-to-k-means.mp4
15.5 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/01_one-dimensional-numpy.mp4
15.4 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/01_foundations-of-big-data.mp4
15.4 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/05_branching-and-merging-via-command-line-optional.mp4
15.0 MB
machine-learning-with-python/01_introduction-to-machine-learning/02_what-is-machine-learning/02_introduction-to-machine-learning.mp4
14.7 MB
sql-data-science/05_course-assignment/01_assignment-preparation-working-with-real-world-data-sets-and-built-in-sql/01_working-with-real-world-datasets.mp4
14.3 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/06_spss-statistics.mp4
14.2 MB
machine-learning-with-python/03_classification/01_k-nearest-neighbours/02_k-nearest-neighbours.mp4
14.1 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/05_ibm-spss-modeler.mp4
14.0 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/01_conditions-and-branching/01_conditions-and-branching.mp4
13.9 MB
machine-learning-with-python/02_regression/01_linear-regression/03_model-evaluation-in-regression-models.mp4
13.8 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/04_advice-for-new-data-scientists.mp4
13.6 MB
sql-data-science/03_intermediate-sql/02_functions-multiple-tables-and-sub-queries/04_working-with-multiple-tables.mp4
13.4 MB
machine-learning-with-python/04_linear-classification/02_support-vector-machine/01_support-vector-machine.mp4
13.2 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/09_ibm-watson-openscale.mp4
13.1 MB
machine-learning-with-python/05_clustering/01_k-means-clustering/01_intro-to-clustering.mp4
13.1 MB
python-for-applied-data-science-ai/02_python-data-structures/01_lists-and-tuples/01_list-and-tuples.mp4
12.9 MB
what-is-datascience/03_data-science-in-business/01_data-science-in-business/02_how-should-companies-get-started-in-data-science.mp4
12.9 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/05_cloud-based-tools-for-data-science.mp4
12.5 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/01_intro-to-logistic-regression.mp4
12.4 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/04_cloud-for-data-science.mp4
12.3 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/02_old-problems-new-problems-data-science-solutions.mp4
12.1 MB
what-is-datascience/03_data-science-in-business/01_data-science-in-business/01_how-data-science-is-saving-lives.mp4
12.1 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/02_fundamentals-of-data-science.mp4
12.1 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/01_languages-of-data-science/06_other-languages.mp4
11.6 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/01_what-is-data-science.mp4
11.6 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/01_watson-studio/01_what-is-ibm-watson-studio.mp4
11.5 MB
machine-learning-with-python/03_classification/01_k-nearest-neighbours/03_evaluation-metrics-in-classification.mp4
11.4 MB
data-analysis-with-python/05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp4
11.3 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/02_ibm-watson-knowledge-catalog.mp4
11.1 MB
sql-data-science/03_intermediate-sql/02_functions-multiple-tables-and-sub-queries/01_built-in-database-functions.mp4
11.0 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/02_open-source-tools-for-data-science-part-1.mp4
10.7 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/03_packages-apis-data-sets-and-models/05_machine-learning-models.mp4
10.7 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/03_open-source-tools-for-data-science-part-2.mp4
10.0 MB
machine-learning-with-python/01_introduction-to-machine-learning/02_what-is-machine-learning/04_supervised-vs-unsupervised.mp4
10.0 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/01_whats-the-difference.mp4
10.0 MB
python-for-applied-data-science-ai/04_working-with-data-in-python/03_numpy-in-python/02_two-dimensional-numpy.mp4
10.0 MB
data-analysis-with-python/04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp4
9.8 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/03_packages-apis-data-sets-and-models/03_data-sets-powering-data-science.mp4
9.7 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/04_spss-modeler-flows-in-watson-studio.mp4
9.6 MB
sql-data-science/06_bonus-module-advanced-sql-for-data-engineering-honors/03_join-statements/03_outer-joins.mp4
9.3 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/02_loops/01_loops.mp4
9.2 MB
machine-learning-with-python/01_introduction-to-machine-learning/02_what-is-machine-learning/03_python-for-machine-learning.mp4
9.2 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/01_how-to-access-databases-using-python.mp4
9.2 MB
data-analysis-with-python/04_model-development/01_model-development/06_prediction-and-decision-making.mp4
9.2 MB
sql-data-science/02_introduction-to-relational-databases-and-tables/01_introduction-to-relational-databases-and-tables/01_relational-database-concepts.mp4
9.1 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/03_introduction-to-data-visualization/02_introduction-to-matplotlib.mp4
9.1 MB
sql-data-science/03_intermediate-sql/02_functions-multiple-tables-and-sub-queries/03_sub-queries-and-nested-selects.mp4
9.0 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/04_commercial-tools-for-data-science.mp4
9.0 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp4
9.0 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/03_packages-apis-data-sets-and-models/06_the-model-asset-exchange.mp4
8.9 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/03_github-working-with-branches.mp4
8.9 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/01_watson-studio/02_watson-studio-introduction.mp4
8.8 MB
what-is-datascience/03_data-science-in-business/01_data-science-in-business/03_applications-of-data-science.mp4
8.8 MB
machine-learning-with-python/01_introduction-to-machine-learning/01_welcome/01_course-introduction.mp4
8.8 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/02_writing-code-using-db-api.mp4
8.8 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/07_model-deployment-with-watson-machine-learning.mp4
8.8 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/01_watson-studio/05_jupyter-notebook-in-watson-studio-part-2.mp4
8.4 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly-and-dash/06_introduction-to-dash.mp4
8.3 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/03_how-big-data-is-driving-digital-transformation.mp4
8.1 MB
python-for-applied-data-science-ai/02_python-data-structures/03_sets/01_sets.mp4
8.0 MB
data-science-methodology/01_from-problem-to-approach-and-from-requirements-to-collection/03_from-problem-to-approach/01_business-understanding.mp4
8.0 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp4
7.9 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/03_packages-apis-data-sets-and-models/01_libraries-for-data-science.mp4
7.9 MB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_elements-of-a-successful-data-findings-report.mp4
7.9 MB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/02_optional-intro-to-webscraping/03_webscraping.mp4
7.8 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-webscraping-and-working-with-files/04_webscraping.mp4
7.8 MB
sql-data-science/03_intermediate-sql/01_refining-your-results/01_using-string-patterns-and-ranges.mp4
7.7 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/01_simple-apis/01_simple-apis-part-1.mp4
7.7 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly-and-dash/08_make-dashboards-interactive.mp4
7.7 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/01_overview-of-git-github.mp4
7.6 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/01_simple-apis/02_simple-apis-part-2.mp4
7.6 MB
data-analysis-with-python/05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp4
7.6 MB
sql-data-science/01_getting-started-with-sql/01_basic-sql/03_introduction-to-databases.mp4
7.6 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-webscraping-and-working-with-files/03_optional-html-for-webscraping.mp4
7.5 MB
python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/02_optional-intro-to-webscraping/02_html-for-webscraping.mp4
7.5 MB
applied-data-science-capstone/01_introduction/03_collecting-the-data/01_data-collection-overview.mp4
7.4 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/01_languages-of-data-science/04_introduction-to-r-language.mp4
7.4 MB
machine-learning-with-python/02_regression/01_linear-regression/01_introduction-to-regression.mp4
7.3 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly-and-dash/02_dashboarding-overview.mp4
7.3 MB
machine-learning-with-python/01_introduction-to-machine-learning/02_what-is-machine-learning/01_welcome.mp4
7.3 MB
data-science-methodology/01_from-problem-to-approach-and-from-requirements-to-collection/02_welcome/01_welcome.mp4
7.2 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/03_packages-apis-data-sets-and-models/02_application-programming-interfaces-api.mp4
7.2 MB
sql-data-science/05_course-assignment/01_assignment-preparation-working-with-real-world-data-sets-and-built-in-sql/02_getting-table-and-column-details.mp4
7.2 MB
open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/08_auto-ai-in-watson-studio.mp4
7.1 MB
sql-data-science/01_getting-started-with-sql/01_basic-sql/04_select-statement.mp4
7.1 MB
data-analysis-with-python/04_model-development/01_model-development/03_model-evaluation-using-visualization.mp4
7.1 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/02_rest-apis-webscraping-and-working-with-files/02_rest-apis-http-requests-part-2.mp4
7.1 MB
data-analysis-with-python/01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp4
7.0 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp4
7.0 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/01_area-plots.mp4
7.0 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/01_languages-of-data-science/03_introduction-to-python.mp4
6.9 MB
sql-data-science/06_bonus-module-advanced-sql-for-data-engineering-honors/03_join-statements/01_join-overview.mp4
6.8 MB
data-analysis-with-python/04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp4
6.8 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/01_basic-visualization-tools/02_histograms.mp4
6.8 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/02_welcome/01_welcome.mp4
6.7 MB
sql-data-science/06_bonus-module-advanced-sql-for-data-engineering-honors/02_views-stored-procedures-and-transactions/03_acid-transactions.mp4
6.7 MB
data-analysis-with-python/01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4
6.7 MB
sql-data-science/06_bonus-module-advanced-sql-for-data-engineering-honors/02_views-stored-procedures-and-transactions/01_views.mp4
6.6 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/04_creating-tables-loading-data-and-querying-data.mp4
6.6 MB
data-science-methodology/02_from-understanding-to-preparation-and-from-modeling-to-evaluation/02_from-modeling-to-evaluation/03_evaluation.mp4
6.6 MB
sql-data-science/02_introduction-to-relational-databases-and-tables/01_introduction-to-relational-databases-and-tables/05_alter-drop-and-truncate-tables.mp4
6.6 MB
python-for-data-visualization/04_creating-dashboards-with-plotly-and-dash/01_creating-dashboards-with-plotly-and-dash/04_introduction-to-plotly.mp4
6.6 MB
machine-learning-with-python/03_classification/01_k-nearest-neighbours/01_introduction-to-classification.mp4
6.6 MB
python-for-data-visualization/03_advanced-visualizations-and-geospatial-data/02_visualizing-geospatial-data/03_choropleth-maps.mp4
6.5 MB
python-for-applied-data-science-ai/05_apis-and-data-collection/03_course-wrap-up/02_python-cheat-sheet-the-basics_Python_Cheat_Sheet_-_The_Basics_Coursera.pdf
6.4 MB
python-for-applied-data-science-ai/06_Resources/01_python-cheat-sheet-the-basics/01__Python_Cheat_Sheet_-_The_Basics_Coursera.pdf
6.4 MB
open-source-tools-for-data-science/02_open-source-tools/02_rstudio-ide/02_plotting-within-rstudio.mp4
6.4 MB
data-science-methodology/02_from-understanding-to-preparation-and-from-modeling-to-evaluation/02_from-modeling-to-evaluation/02_modeling-case-study.mp4
6.4 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/03_introduction-to-data-visualization/01_introduction-to-data-visualization.mp4
6.4 MB
machine-learning-with-python/03_classification/02_decision-trees/01_introduction-to-decision-trees.mp4
6.3 MB
sql-data-science/02_introduction-to-relational-databases-and-tables/01_introduction-to-relational-databases-and-tables/04_create-table-statement.mp4
6.3 MB
open-source-tools-for-data-science/01_data-scientists-toolkit/01_languages-of-data-science/05_introduction-to-sql.mp4
6.3 MB
data-analysis-with-python/05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp4
6.3 MB
python-for-data-visualization/01_introduction-to-data-visualization-tools/03_introduction-to-data-visualization/03_basic-plotting-with-matplotlib.mp4
6.2 MB
python-for-data-visualization/02_basic-and-specialized-visualization-tools/02_specialized-visualization-tools/01_pie-charts.mp4
6.2 MB
data-analysis-with-python/05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp4
6.2 MB
python-for-applied-data-science-ai/01_python-basics/04_string-operations/01_string-operations.mp4
6.2 MB
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