[TalkPython] Move from Excel to Python with Pandas Course (2020) [En]

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[TalkPython] Move from Excel to Python with Pandas Course (2020) [En]

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文件列表

  • 04 Intro to Pandas/10-working-with-column-names.mp4 52.8 MB
  • 06 Aggregating, grouping, and merging/08-demo-merging-data-in-pandas.mp4 44.5 MB
  • 06 Aggregating, grouping, and merging/03-examples-of-aggregation-in-pandas.mp4 44.3 MB
  • excel-to-python-course-master.zip 39.4 MB
  • 06 Aggregating, grouping, and merging/07-demo-merging-data-in-excel.mp4 30.7 MB
  • 06 Aggregating, grouping, and merging/06-demo-pivot-table-and-crosstab.mp4 30.6 MB
  • 07 Data IO (input and output)/03-read-excel-convert-data-types.mp4 29.7 MB
  • 04 Intro to Pandas/06-working-with-column-names.mp4 29.5 MB
  • 05 Data wrangling with Pandas/08-filtering-by-dates.mp4 28.7 MB
  • 05 Data wrangling with Pandas/07-examples-of-booling-filtering-in-pandas.mp4 27.7 MB
  • 08 Case study walk through. Sales commissions/10-cleaned_joined_file.mp4 27.4 MB
  • 08 Case study walk through. Sales commissions/15-product-commission-scenarios.mp4 26.5 MB
  • 05 Data wrangling with Pandas/05-string-and-math-manipulations.mp4 25.8 MB
  • 07 Data IO (input and output)/02-reading-non-tabular-excel-files.mp4 23.1 MB
  • 04 Intro to Pandas/04-demo-understanding-initial-data.mp4 22.4 MB
  • 08 Case study walk through. Sales commissions/08-Cleanup-region.mp4 22.0 MB
  • 08 Case study walk through. Sales commissions/16-product-commission-variable-amounts.mp4 20.7 MB
  • 04 Intro to Pandas/12-advanced-autocomplete-and-help.mp4 20.7 MB
  • 08 Case study walk through. Sales commissions/05-Commission-rate-calc.mp4 20.5 MB
  • 05 Data wrangling with Pandas/04-pandas-dt-the-data-time-accessor.mp4 19.3 MB
  • 08 Case study walk through. Sales commissions/17-commission-state-adjustments.mp4 19.1 MB
  • 04 Intro to Pandas/08-working-with-m-ultiple-columns.mp4 15.9 MB
  • 10 Appendix. Python language concepts/13-refresher-virtual-environments.mp4 15.9 MB
  • 05 Data wrangling with Pandas/03-walk-through-of-data-types-in-excel.mp4 15.6 MB
  • 08 Case study walk through. Sales commissions/18-final-excel-report.mp4 15.6 MB
  • 08 Case study walk through. Sales commissions/09-Merge-sales-reps.mp4 14.5 MB
  • 07 Data IO (input and output)/10-pandas-large-file-success.mp4 13.6 MB
  • 07 Data IO (input and output)/07-demo-complex-excel-save.mp4 12.7 MB
  • 07 Data IO (input and output)/05-demo-simple-excel-save.mp4 11.1 MB
  • 04 Intro to Pandas/07-diving-into-the-data.mp4 10.9 MB
  • 08 Case study walk through. Sales commissions/07-Combine_customer_sales_rep.mp4 10.7 MB
  • 07 Data IO (input and output)/06-demo-multi-sheet-excel.mp4 10.5 MB
  • 03 Code data concepts/05-create-a-project-with-cookiecutter.mp4 10.0 MB
  • 10 Appendix. Python language concepts/11-refresher-pypi.mp4 9.7 MB
  • 08 Case study walk through. Sales commissions/14-excel-customer-invoice-files.mp4 9.7 MB
  • 06 Aggregating, grouping, and merging/02-examples-of-aggregation-in-excel.mp4 9.3 MB
  • 08 Case study walk through. Sales commissions/13-excel-invoice-files.mp4 8.2 MB
  • 01 Welcome to the course/02-challenges-of-excel.mp4 8.1 MB
  • 04 Intro to Pandas/02-pandas-dataframe-vs-excel-worksheets.mp4 7.8 MB
  • 10 Appendix. Python language concepts/12-refresher-pip.mp4 7.7 MB
  • 08 Case study walk through. Sales commissions/11-excel_file_review.mp4 7.4 MB
  • 09 Course conclusion and review/05-data-wrangling.mp4 7.4 MB
  • 10 Appendix. Python language concepts/21-refresher-dictionaries.mp4 7.3 MB
  • 10 Appendix. Python language concepts/24-refresher-list-comprehensions.mp4 7.2 MB
  • 08 Case study walk through. Sales commissions/19-wrapup.mp4 7.1 MB
  • 10 Appendix. Python language concepts/14-refresher-slicing.mp4 6.9 MB
  • 08 Case study walk through. Sales commissions/04-notebook-setup-file-reading.mp4 6.9 MB
  • 06 Aggregating, grouping, and merging/05-concept-pivot-tables-and-crosstab.mp4 6.8 MB
  • 02 Setup and installations/04-installing-miniconda.mp4 6.7 MB
  • 09 Course conclusion and review/06-grouping-joining-data.mp4 6.7 MB
  • 09 Course conclusion and review/08-practical-example.mp4 6.1 MB
  • 04 Intro to Pandas/03-understanding-initial-data-intro.mp4 6.1 MB
  • 10 Appendix. Python language concepts/17-refresher-class-structure.mp4 6.1 MB
  • 10 Appendix. Python language concepts/22-refresher-exceptions.mp4 5.7 MB
  • 09 Course conclusion and review/03-file-jupyter-structure.mp4 5.5 MB
  • 05 Data wrangling with Pandas/02-pandas-data-types.mp4 5.5 MB
  • 03 Code data concepts/06-launching-jupyter-notebooks.mp4 5.4 MB
  • 10 Appendix. Python language concepts/16-refresher-named-tuples.mp4 5.3 MB
  • 10 Appendix. Python language concepts/19-refresher-inheretance.mp4 5.3 MB
  • 02 Setup and installations/06-creating-a-conda-environment.mp4 5.2 MB
  • 01 Welcome to the course/04-why-python.mp4 5.2 MB
  • 10 Appendix. Python language concepts/18-refresher-objects-vs-classes.mp4 5.1 MB
  • 08 Case study walk through. Sales commissions/02-environment-setup.mp4 5.0 MB
  • 10 Appendix. Python language concepts/15-refresher-tuples.mp4 4.9 MB
  • 10 Appendix. Python language concepts/23-refresher-lambdas.mp4 4.7 MB
  • 10 Appendix. Python language concepts/3-refresher-truthiness.mp4 4.6 MB
  • 10 Appendix. Python language concepts/10-refresher-import.mp4 4.6 MB
  • 05 Data wrangling with Pandas/09-concept-filtering-and-cleaning-text-and-dates.mp4 4.6 MB
  • 09 Course conclusion and review/01-excel-challenges.mp4 4.4 MB
  • 10 Appendix. Python language concepts/1-refresher-shape-of-a-program.mp4 4.4 MB
  • 06 Aggregating, grouping, and merging/01-aggregating-merging-grouping-intro.mp4 4.4 MB
  • 08 Case study walk through. Sales commissions/01-Introduction.mp4 4.2 MB
  • 10 Appendix. Python language concepts/8-refresher-create-functions.mp4 4.1 MB
  • 10 Appendix. Python language concepts/6-refresher-for-in.mp4 4.1 MB
  • 08 Case study walk through. Sales commissions/06-Summary-results-more-questions.mp4 4.1 MB
  • 09 Course conclusion and review/04-dataframe-summary.mp4 4.0 MB
  • 03 Code data concepts/08-data-compatible-with-pandas.mp4 4.0 MB
  • 01 Welcome to the course/07-meeting-your-instructor.mp4 3.9 MB
  • 07 Data IO (input and output)/09-excel-large-file-fail.mp4 3.9 MB
  • 04 Intro to Pandas/09-concept-working-with-columns.mp4 3.7 MB
  • 02 Setup and installations/01-python-concepts-youll-need.mp4 3.7 MB
  • 10 Appendix. Python language concepts/5-refresher-complex-conditionals.mp4 3.6 MB
  • 01 Welcome to the course/05-course-topics.mp4 3.6 MB
  • 08 Case study walk through. Sales commissions/03-excel-file-intro.mp4 3.5 MB
  • 05 Data wrangling with Pandas/06-concept-filtering-data.mp4 3.5 MB
  • 03 Code data concepts/04-auto-launch-conda-env-with-windows-terminal.mp4 3.5 MB
  • 10 Appendix. Python language concepts/4-refresher-if-else.mp4 3.4 MB
  • 03 Code data concepts/07-organizing-within-the-notebook.mp4 3.4 MB
  • 10 Appendix. Python language concepts/25-refresher-want-more.mp4 3.3 MB
  • 10 Appendix. Python language concepts/9-refresher-file.mp4 3.2 MB
  • 03 Code data concepts/02-recommended-file-structure.mp4 3.2 MB
  • 05 Data wrangling with Pandas/01-what-is-data-wrangling.mp4 3.1 MB
  • 04 Intro to Pandas/01-intro-to-pandas.mp4 3.1 MB
  • 04 Intro to Pandas/11-concept-selecting-rows-and-columns.mp4 3.1 MB
  • 03 Code data concepts/01-getting-organized.mp4 3.0 MB
  • 09 Course conclusion and review/09-thank-you-next-steps.mp4 2.9 MB
  • 02 Setup and installations/02-working-on-windows.mp4 2.9 MB
  • 01 Welcome to the course/01-welcome-to-the-course.mp4 2.9 MB
  • 10 Appendix. Python language concepts/20-refresher-polymorphism.mp4 2.8 MB
  • 08 Case study walk through. Sales commissions/12-process_review.mp4 2.6 MB
  • 01 Welcome to the course/03-where-do-excel-errors-come-from.mp4 2.6 MB
  • 07 Data IO (input and output)/04-reading-excel-summary.mp4 2.6 MB
  • 10 Appendix. Python language concepts/7-refresher-functions.mp4 2.6 MB
  • 06 Aggregating, grouping, and merging/09-concept-appending-data.mp4 2.5 MB
  • 09 Course conclusion and review/07-file-io.mp4 2.3 MB
  • 04 Intro to Pandas/05-concept-understanding-your-dataframe.mp4 2.2 MB
  • 10 Appendix. Python language concepts/2-refresher-variables.mp4 2.2 MB
  • 07 Data IO (input and output)/08-excel-writer-summary.mp4 2.2 MB
  • 02 Setup and installations/07-conda-quick-reference.mp4 2.1 MB
  • 06 Aggregating, grouping, and merging/04-concept-pandas-groupby.mp4 2.1 MB
  • 09 Course conclusion and review/02-conda-review.mp4 2.1 MB
  • 07 Data IO (input and output)/01-intro-input-output.mp4 1.8 MB
  • 03 Code data concepts/09-where-does-excel-fit-in.mp4 1.5 MB
  • 03 Code data concepts/03-launching-jupyter-notebooks.mp4 1.3 MB
  • 02 Setup and installations/03-downloading-miniconda.mp4 1.2 MB
  • 02 Setup and installations/05-launching-miniconda.mp4 958.1 kB
  • 01 Welcome to the course/06-get-the-source.mp4 938.1 kB
  • 06 Aggregating, grouping, and merging/03-examples-of-aggregation-in-pandas.ru.srt 17.6 kB
  • 04 Intro to Pandas/10-working-with-column-names.ru.srt 16.2 kB
  • 06 Aggregating, grouping, and merging/03-examples-of-aggregation-in-pandas.en.srt 11.7 kB
  • 04 Intro to Pandas/10-working-with-column-names.en.srt 11.0 kB
  • 07 Data IO (input and output)/03-read-excel-convert-data-types.ru.srt 10.6 kB
  • 06 Aggregating, grouping, and merging/08-demo-merging-data-in-pandas.ru.srt 10.2 kB
  • 10 Appendix. Python language concepts/13-refresher-virtual-environments.ru.srt 10.2 kB
  • 06 Aggregating, grouping, and merging/06-demo-pivot-table-and-crosstab.ru.srt 9.2 kB
  • 05 Data wrangling with Pandas/07-examples-of-booling-filtering-in-pandas.ru.srt 9.2 kB
  • 07 Data IO (input and output)/02-reading-non-tabular-excel-files.ru.srt 9.0 kB
  • 04 Intro to Pandas/04-demo-understanding-initial-data.ru.srt 8.7 kB
  • 08 Case study walk through. Sales commissions/10-cleaned_joined_file.ru.srt 8.3 kB
  • 05 Data wrangling with Pandas/05-string-and-math-manipulations.ru.srt 8.2 kB
  • 08 Case study walk through. Sales commissions/05-Commission-rate-calc.ru.srt 7.9 kB
  • 10 Appendix. Python language concepts/24-refresher-list-comprehensions.ru.srt 7.8 kB
  • 07 Data IO (input and output)/03-read-excel-convert-data-types.en.srt 7.4 kB
  • 10 Appendix. Python language concepts/14-refresher-slicing.ru.srt 7.3 kB
  • 10 Appendix. Python language concepts/22-refresher-exceptions.ru.srt 7.1 kB
  • 04 Intro to Pandas/06-working-with-column-names.ru.srt 6.9 kB
  • 08 Case study walk through. Sales commissions/17-commission-state-adjustments.ru.srt 6.9 kB
  • 10 Appendix. Python language concepts/13-refresher-virtual-environments.en.srt 6.9 kB
  • 06 Aggregating, grouping, and merging/08-demo-merging-data-in-pandas.en.srt 6.8 kB
  • 10 Appendix. Python language concepts/21-refresher-dictionaries.ru.srt 6.7 kB
  • 04 Intro to Pandas/08-working-with-m-ultiple-columns.ru.srt 6.5 kB
  • 05 Data wrangling with Pandas/04-pandas-dt-the-data-time-accessor.ru.srt 6.5 kB
  • 05 Data wrangling with Pandas/08-filtering-by-dates.ru.srt 6.3 kB
  • 07 Data IO (input and output)/02-reading-non-tabular-excel-files.en.srt 6.1 kB
  • 05 Data wrangling with Pandas/07-examples-of-booling-filtering-in-pandas.en.srt 6.0 kB
  • 08 Case study walk through. Sales commissions/15-product-commission-scenarios.ru.srt 6.0 kB
  • 10 Appendix. Python language concepts/12-refresher-pip.ru.srt 6.0 kB
  • 06 Aggregating, grouping, and merging/06-demo-pivot-table-and-crosstab.en.srt 6.0 kB
  • 04 Intro to Pandas/04-demo-understanding-initial-data.en.srt 6.0 kB
  • 04 Intro to Pandas/07-diving-into-the-data.ru.srt 5.9 kB
  • 08 Case study walk through. Sales commissions/08-Cleanup-region.ru.srt 5.7 kB
  • 05 Data wrangling with Pandas/05-string-and-math-manipulations.en.srt 5.6 kB
  • 10 Appendix. Python language concepts/23-refresher-lambdas.ru.srt 5.6 kB
  • 08 Case study walk through. Sales commissions/10-cleaned_joined_file.en.srt 5.6 kB
  • 08 Case study walk through. Sales commissions/16-product-commission-variable-amounts.ru.srt 5.5 kB
  • 08 Case study walk through. Sales commissions/05-Commission-rate-calc.en.srt 5.3 kB
  • 10 Appendix. Python language concepts/24-refresher-list-comprehensions.en.srt 5.2 kB
  • 10 Appendix. Python language concepts/17-refresher-class-structure.ru.srt 5.1 kB
  • 10 Appendix. Python language concepts/10-refresher-import.ru.srt 5.0 kB
  • 10 Appendix. Python language concepts/14-refresher-slicing.en.srt 4.9 kB
  • 01 Welcome to the course/03-where-do-excel-errors-come-from.ru.srt 4.8 kB
  • 04 Intro to Pandas/06-working-with-column-names.en.srt 4.8 kB
  • 10 Appendix. Python language concepts/22-refresher-exceptions.en.srt 4.7 kB
  • 10 Appendix. Python language concepts/19-refresher-inheretance.ru.srt 4.6 kB
  • 04 Intro to Pandas/12-advanced-autocomplete-and-help.ru.srt 4.6 kB
  • 05 Data wrangling with Pandas/04-pandas-dt-the-data-time-accessor.en.srt 4.6 kB
  • 10 Appendix. Python language concepts/11-refresher-pypi.ru.srt 4.6 kB
  • 08 Case study walk through. Sales commissions/17-commission-state-adjustments.en.srt 4.5 kB
  • 10 Appendix. Python language concepts/8-refresher-create-functions.ru.srt 4.5 kB
  • 10 Appendix. Python language concepts/21-refresher-dictionaries.en.srt 4.4 kB
  • 10 Appendix. Python language concepts/16-refresher-named-tuples.ru.srt 4.4 kB
  • 07 Data IO (input and output)/07-demo-complex-excel-save.ru.srt 4.4 kB
  • 04 Intro to Pandas/08-working-with-m-ultiple-columns.en.srt 4.4 kB
  • 10 Appendix. Python language concepts/6-refresher-for-in.ru.srt 4.4 kB
  • 10 Appendix. Python language concepts/15-refresher-tuples.ru.srt 4.4 kB
  • 05 Data wrangling with Pandas/08-filtering-by-dates.en.srt 4.3 kB
  • 08 Case study walk through. Sales commissions/18-final-excel-report.ru.srt 4.3 kB
  • 07 Data IO (input and output)/06-demo-multi-sheet-excel.ru.srt 4.3 kB
  • 07 Data IO (input and output)/05-demo-simple-excel-save.ru.srt 4.3 kB
  • 10 Appendix. Python language concepts/3-refresher-truthiness.ru.srt 4.2 kB
  • 10 Appendix. Python language concepts/18-refresher-objects-vs-classes.ru.srt 4.2 kB
  • 01 Welcome to the course/01-welcome-to-the-course.ru.srt 4.2 kB
  • 10 Appendix. Python language concepts/12-refresher-pip.en.srt 4.1 kB
  • 02 Setup and installations/06-creating-a-conda-environment.ru.srt 4.1 kB
  • 08 Case study walk through. Sales commissions/07-Combine_customer_sales_rep.ru.srt 4.1 kB
  • 06 Aggregating, grouping, and merging/07-demo-merging-data-in-excel.ru.srt 4.1 kB
  • 08 Case study walk through. Sales commissions/15-product-commission-scenarios.en.srt 4.0 kB
  • 04 Intro to Pandas/07-diving-into-the-data.en.srt 4.0 kB
  • 07 Data IO (input and output)/10-pandas-large-file-success.ru.srt 3.9 kB
  • 05 Data wrangling with Pandas/03-walk-through-of-data-types-in-excel.ru.srt 3.9 kB
  • 08 Case study walk through. Sales commissions/08-Cleanup-region.en.srt 3.8 kB
  • 05 Data wrangling with Pandas/09-concept-filtering-and-cleaning-text-and-dates.ru.srt 3.8 kB
  • 10 Appendix. Python language concepts/23-refresher-lambdas.en.srt 3.7 kB
  • 09 Course conclusion and review/06-grouping-joining-data.ru.srt 3.6 kB
  • 10 Appendix. Python language concepts/4-refresher-if-else.ru.srt 3.6 kB
  • 08 Case study walk through. Sales commissions/16-product-commission-variable-amounts.en.srt 3.6 kB
  • 01 Welcome to the course/04-why-python.ru.srt 3.5 kB
  • 08 Case study walk through. Sales commissions/09-Merge-sales-reps.ru.srt 3.5 kB
  • 10 Appendix. Python language concepts/5-refresher-complex-conditionals.ru.srt 3.5 kB
  • 10 Appendix. Python language concepts/9-refresher-file.ru.srt 3.5 kB
  • 10 Appendix. Python language concepts/17-refresher-class-structure.en.srt 3.5 kB
  • 01 Welcome to the course/02-challenges-of-excel.ru.srt 3.5 kB
  • 08 Case study walk through. Sales commissions/19-wrapup.ru.srt 3.5 kB
  • 06 Aggregating, grouping, and merging/05-concept-pivot-tables-and-crosstab.ru.srt 3.4 kB
  • 09 Course conclusion and review/05-data-wrangling.ru.srt 3.4 kB
  • 10 Appendix. Python language concepts/1-refresher-shape-of-a-program.ru.srt 3.4 kB
  • 10 Appendix. Python language concepts/10-refresher-import.en.srt 3.3 kB
  • 09 Course conclusion and review/03-file-jupyter-structure.ru.srt 3.3 kB
  • 08 Case study walk through. Sales commissions/14-excel-customer-invoice-files.ru.srt 3.3 kB
  • 04 Intro to Pandas/12-advanced-autocomplete-and-help.en.srt 3.3 kB
  • 10 Appendix. Python language concepts/19-refresher-inheretance.en.srt 3.2 kB
  • 10 Appendix. Python language concepts/11-refresher-pypi.en.srt 3.1 kB
  • 10 Appendix. Python language concepts/6-refresher-for-in.en.srt 3.1 kB
  • 01 Welcome to the course/03-where-do-excel-errors-come-from.en.srt 3.1 kB
  • 10 Appendix. Python language concepts/16-refresher-named-tuples.en.srt 3.0 kB
  • 02 Setup and installations/06-creating-a-conda-environment.en.srt 3.0 kB
  • 09 Course conclusion and review/01-excel-challenges.ru.srt 3.0 kB
  • 07 Data IO (input and output)/05-demo-simple-excel-save.en.srt 3.0 kB
  • 10 Appendix. Python language concepts/18-refresher-objects-vs-classes.en.srt 3.0 kB
  • 08 Case study walk through. Sales commissions/04-notebook-setup-file-reading.ru.srt 3.0 kB
  • 10 Appendix. Python language concepts/8-refresher-create-functions.en.srt 2.9 kB
  • 07 Data IO (input and output)/06-demo-multi-sheet-excel.en.srt 2.9 kB
  • 10 Appendix. Python language concepts/3-refresher-truthiness.en.srt 2.9 kB
  • 10 Appendix. Python language concepts/15-refresher-tuples.en.srt 2.9 kB
  • 07 Data IO (input and output)/07-demo-complex-excel-save.en.srt 2.9 kB
  • 10 Appendix. Python language concepts/7-refresher-functions.ru.srt 2.9 kB
  • 08 Case study walk through. Sales commissions/18-final-excel-report.en.srt 2.9 kB
  • 01 Welcome to the course/01-welcome-to-the-course.en.srt 2.9 kB
  • 09 Course conclusion and review/08-practical-example.ru.srt 2.8 kB
  • 08 Case study walk through. Sales commissions/07-Combine_customer_sales_rep.en.srt 2.8 kB
  • 06 Aggregating, grouping, and merging/07-demo-merging-data-in-excel.en.srt 2.7 kB
  • 05 Data wrangling with Pandas/03-walk-through-of-data-types-in-excel.en.srt 2.6 kB
  • 04 Intro to Pandas/09-concept-working-with-columns.ru.srt 2.6 kB
  • 07 Data IO (input and output)/10-pandas-large-file-success.en.srt 2.5 kB
  • 06 Aggregating, grouping, and merging/01-aggregating-merging-grouping-intro.ru.srt 2.5 kB
  • 10 Appendix. Python language concepts/4-refresher-if-else.en.srt 2.5 kB
  • 05 Data wrangling with Pandas/09-concept-filtering-and-cleaning-text-and-dates.en.srt 2.4 kB
  • 04 Intro to Pandas/02-pandas-dataframe-vs-excel-worksheets.ru.srt 2.4 kB
  • 10 Appendix. Python language concepts/1-refresher-shape-of-a-program.en.srt 2.4 kB
  • 08 Case study walk through. Sales commissions/09-Merge-sales-reps.en.srt 2.4 kB
  • 10 Appendix. Python language concepts/5-refresher-complex-conditionals.en.srt 2.4 kB
  • 09 Course conclusion and review/04-dataframe-summary.ru.srt 2.4 kB
  • 05 Data wrangling with Pandas/02-pandas-data-types.ru.srt 2.4 kB
  • 03 Code data concepts/06-launching-jupyter-notebooks.ru.srt 2.3 kB
  • 06 Aggregating, grouping, and merging/05-concept-pivot-tables-and-crosstab.en.srt 2.3 kB
  • 08 Case study walk through. Sales commissions/06-Summary-results-more-questions.ru.srt 2.3 kB
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