1.16 GB | 00:06:37 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
01 course-introduction.mp4 (4.23 MB)
01 data-science-methodology-overview.mp4 (6.57 MB)
02 business-understanding.mp4 (7 MB)
03 analytic-approach.mp4 (5.14 MB)
01 data-requirements.mp4 (5.56 MB)
02 data-collection.mp4 (4.29 MB)
01 data-understanding.mp4 (4.94 MB)
02 data-preparation-concepts.mp4 (4.47 MB)
03 data-preparation-case-study.mp4 (5.97 MB)
01 modeling-concepts.mp4 (4.3 MB)
02 modeling-case-study.mp4 (5.3 MB)
03 evaluation.mp4 (5.52 MB)
01 deployment.mp4 (5.02 MB)
02 feedback.mp4 (4.46 MB)
03 storytelling.mp4 (16.05 MB)
04 course-summary.mp4 (6.02 MB)
01 introduction-to-crisp-dm.mp4 (7.87 MB)
01 course-introduction.mp4 (5.72 MB)
01 categories-of-data-science-tools.mp4 (10.92 MB)
02 open-source-tools-for-data-science-part-1.mp4 (10.43 MB)
03 open-source-tools-for-data-science-part-2.mp4 (7.09 MB)
04 commercial-tools-for-data-science.mp4 (8.78 MB)
05 cloud-based-tools-for-data-science.mp4 (11.59 MB)
01 languages-of-data-science.mp4 (3.85 MB)
02 introduction-to-python.mp4 (6.4 MB)
03 introduction-to-r-language.mp4 (6.13 MB)
04 introduction-to-sql.mp4 (5.96 MB)
05 other-languages-for-data-science.mp4 (8.84 MB)
01 libraries-for-data-science.mp4 (7.82 MB)
02 application-programming-interfaces-apis.mp4 (6.21 MB)
03 data-sets-powering-data-science.mp4 (8.07 MB)
04 sharing-enterprise-data-data-asset-exchange.mp4 (6.19 MB)
05 machine-learning-models-learning-from-models-to-make-predictions.mp4 (10.1 MB)
06 the-model-asset-exchange.mp4 (9.4 MB)
01 introduction-to-jupyter-notebooks.mp4 (4.69 MB)
02 getting-started-with-jupyter.mp4 (5.78 MB)
03 jupyter-kernels.mp4 (2.9 MB)
04 jupyter-architecture.mp4 (2.83 MB)
05 additional-anaconda-jupyter-environments.mp4 (7.68 MB)
06 additional-cloud-based-jupyter-environments.mp4 (5.7 MB)
01 introduction-to-r-and-rstudio.mp4 (4.62 MB)
02 plotting-in-rstudio.mp4 (4.84 MB)
01 overview-of-git-github.mp4 (7.27 MB)
02 introduction-to-github.mp4 (7.37 MB)
03 github-repositories.mp4 (5.94 MB)
04 github-getting-started.mp4 (5.18 MB)
05 github-working-with-branches.mp4 (7.84 MB)
01 introduction-to-watson-studio.mp4 (9.74 MB)
02 optional-creating-an-account-on-ibm-watson-studio.mp4 (5.46 MB)
03 jupyter-notebooks-in-watson-studio-part-1.mp4 (7.7 MB)
04 jupyter-notebooks-in-watson-studio-part-2.mp4 (3.66 MB)
05 linking-github-to-watson-studio.mp4 (4.47 MB)
01 course-introduction.mp4 (13.23 MB)
01 introduction-to-databases.mp4 (5.51 MB)
02 select-statement.mp4 (5 MB)
03 count-distinct-limit.mp4 (3.3 MB)
04 insert-statement.mp4 (3.48 MB)
05 update-and-delete-statements.mp4 (4.2 MB)
01 relational-database-concepts.mp4 (7.3 MB)
02 types-of-sql-statements-ddl-vs-dml.mp4 (3.03 MB)
03 create-table-statement.mp4 (5.12 MB)
04 alter-drop-and-truncate-tables.mp4 (5.86 MB)
01 how-to-create-a-database-instance-on-cloud.mp4 (9.91 MB)
01 using-string-patterns-and-ranges.mp4 (5.72 MB)
02 sorting-result-sets.mp4 (3.71 MB)
03 grouping-result-sets.mp4 (4.37 MB)
01 built-in-database-functions.mp4 (8.34 MB)
02 date-and-time-built-in-functions.mp4 (4.98 MB)
03 sub-queries-and-nested-selects.mp4 (6.58 MB)
04 working-with-multiple-tables.mp4 (8.85 MB)
01 how-to-access-databases-using-python.mp4 (7.84 MB)
02 writing-code-using-db-api.mp4 (7.27 MB)
03 accessing-databases-with-sql-magic.mp4 (8.19 MB)
04 analyzing-data-with-python.mp4 (13.48 MB)
02 connecting-to-a-database-using-ibm-db-api.mp4 (3.57 MB)
03 creating-tables-loading-data-and-querying-data.mp4 (6.33 MB)
01 working-with-real-world-datasets.mp4 (8.38 MB)
02 getting-table-and-column-details.mp4 (3.47 MB)
01 views.mp4 (5.41 MB)
02 stored-procedures.mp4 (5.14 MB)
03 acid-transactions.mp4 (5.75 MB)
01 join-overview.mp4 (5.59 MB)
02 inner-join.mp4 (3.69 MB)
03 outer-joins.mp4 (7.63 MB)
01 course-introduction.mp4 (6.85 MB)
02 what-is-data-science.mp4 (11.06 MB)
03 fundamentals-of-data-science.mp4 (11.5 MB)
04 the-many-paths-to-data-science.mp4 (15.59 MB)
05 advice-for-new-data-scientists.mp4 (12.94 MB)
06 lesson-summary-defining-data-science.mp4 (4.39 MB)
02 a-day-in-the-life-of-a-data-scientist.mp4 (17.03 MB)
03 data-science-skills-big-data.mp4 (21.19 MB)
04 understanding-different-types-of-file-formats.mp4 (9.01 MB)
05 data-science-topics-and-algorithms.mp4 (18.15 MB)
06 lesson-summary-what-do-data-scientists-do.mp4 (5.97 MB)
02 how-big-data-is-driving-digital-transformation.mp4 (7.76 MB)
03 introduction-to-cloud.mp4 (11.94 MB)
04 cloud-for-data-science.mp4 (11.72 MB)
05 foundations-of-big-data.mp4 (14.67 MB)
06 data-science-and-big-data.mp4 (18.81 MB)
07 what-is-hadoop.mp4 (31.26 MB)
08 big-data-processing-tools-hadoop-hdfs-hive-and-spark.mp4 (10.73 MB)
09 lesson-summary-big-data-and-data-mining.mp4 (7.61 MB)
02 artificial-intelligence-and-data-science.mp4 (9.52 MB)
03 generative-ai-and-data-science.mp4 (5.89 MB)
04 neural-networks-and-deep-learning.mp4 (31.61 MB)
05 applications-of-machine-learning.mp4 (20.71 MB)
06 lesson-summary-deep-learning-and-machine-learning.mp4 (4.48 MB)
02 how-should-companies-get-started-in-data-science.mp4 (12.3 MB)
03 old-problems-new-data-science-solutions.mp4 (11.57 MB)
04 applications-of-data-science.mp4 (8.42 MB)
05 how-data-science-is-saving-lives.mp4 (11.55 MB)
06 lesson-summary-data-science-applications-domain.mp4 (6.57 MB)
02 how-can-someone-become-a-data-scientist.mp4 (24.08 MB)
03 recruiting-for-data-science.mp4 (40.82 MB)
04 careers-in-data-science.mp4 (4.8 MB)
05 importance-of-mathematics-and-statistics-for-data-science.mp4 (28.78 MB)
06 lesson-summary-careers-and-recruiting-in-data-science.mp4 (6.35 MB)
02 understanding-data.mp4 (6.81 MB)
03 data-sources.mp4 (13.87 MB)
04 viewpoints-working-with-varied-data-sources-and-types.mp4 (56.2 MB)
05 lesson-summary-understanding-data.mp4 (6.47 MB)
02 data-collection-and-organization.mp4 (6.94 MB)
03 relational-database-management-system.mp4 (12.03 MB)
04 nosql.mp4 (12.77 MB)
05 data-marts-data-lakes-etl-and-data-pipelines.mp4 (10.03 MB)
06 viewpoints-considerations-for-choice-of-data-repository.mp4 (41.76 MB)
07 data-integration-platforms.mp4 (7.16 MB)
08 lesson-summary-welcome-to-data-literacy.mp4 (7.79 MB)]
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