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[ TutGator com ] TalkPython - Talk Python - Move from Excel to Python with Pandas Course
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01 Welcome to the course
01-welcome-to-the-course.en.srt
01-welcome-to-the-course.mp4
01-welcome-to-the-course.ru.srt
02-challenges-of-excel.en.srt
02-challenges-of-excel.mp4
02-challenges-of-excel.ru.srt
03-where-do-excel-errors-come-from.en.srt
03-where-do-excel-errors-come-from.mp4
03-where-do-excel-errors-come-from.ru.srt
04-why-python.en.srt
04-why-python.mp4
04-why-python.ru.srt
05-course-topics.en.srt
05-course-topics.mp4
05-course-topics.ru.srt
06-get-the-source.en.srt
06-get-the-source.mp4
06-get-the-source.ru.srt
07-meeting-your-instructor.en.srt
07-meeting-your-instructor.mp4
07-meeting-your-instructor.ru.srt
02 Setup and installations
01-python-concepts-youll-need.en.srt
01-python-concepts-youll-need.mp4
01-python-concepts-youll-need.ru.srt
02-working-on-windows.en.srt
02-working-on-windows.mp4
02-working-on-windows.ru.srt
03-downloading-miniconda.en.srt
03-downloading-miniconda.mp4
03-downloading-miniconda.ru.srt
04-installing-miniconda.en.srt
04-installing-miniconda.mp4
04-installing-miniconda.ru.srt
05-launching-miniconda.en.srt
05-launching-miniconda.mp4
05-launching-miniconda.ru.srt
06-creating-a-conda-environment.en.srt
06-creating-a-conda-environment.mp4
06-creating-a-conda-environment.ru.srt
07-conda-quick-reference.en.srt
07-conda-quick-reference.mp4
07-conda-quick-reference.ru.srt
03 Code data concepts
01-getting-organized.en.srt
01-getting-organized.mp4
01-getting-organized.ru.srt
02-recommended-file-structure.en.srt
02-recommended-file-structure.mp4
02-recommended-file-structure.ru.srt
03-launching-jupyter-notebooks.en.srt
03-launching-jupyter-notebooks.mp4
03-launching-jupyter-notebooks.ru.srt
04-auto-launch-conda-env-with-windows-terminal.en.srt
04-auto-launch-conda-env-with-windows-terminal.mp4
04-auto-launch-conda-env-with-windows-terminal.ru.srt
05-create-a-project-with-cookiecutter.en.srt
05-create-a-project-with-cookiecutter.mp4
05-create-a-project-with-cookiecutter.ru.srt
06-launching-jupyter-notebooks.en.srt
06-launching-jupyter-notebooks.mp4
06-launching-jupyter-notebooks.ru.srt
07-organizing-within-the-notebook.en.srt
07-organizing-within-the-notebook.mp4
07-organizing-within-the-notebook.ru.srt
08-data-compatible-with-pandas.en.srt
08-data-compatible-with-pandas.mp4
08-data-compatible-with-pandas.ru.srt
09-where-does-excel-fit-in.en.srt
09-where-does-excel-fit-in.mp4
09-where-does-excel-fit-in.ru.srt
04 Intro to Pandas
01-intro-to-pandas.en.srt
01-intro-to-pandas.mp4
01-intro-to-pandas.ru.srt
02-pandas-dataframe-vs-excel-worksheets.en.srt
02-pandas-dataframe-vs-excel-worksheets.mp4
02-pandas-dataframe-vs-excel-worksheets.ru.srt
03-understanding-initial-data-intro.en.srt
03-understanding-initial-data-intro.mp4
03-understanding-initial-data-intro.ru.srt
04-demo-understanding-initial-data.en.srt
04-demo-understanding-initial-data.mp4
04-demo-understanding-initial-data.ru.srt
05-concept-understanding-your-dataframe.en.srt
05-concept-understanding-your-dataframe.mp4
05-concept-understanding-your-dataframe.ru.srt
06-working-with-column-names.en.srt
06-working-with-column-names.mp4
06-working-with-column-names.ru.srt
07-diving-into-the-data.en.srt
07-diving-into-the-data.mp4
07-diving-into-the-data.ru.srt
08-working-with-m-ultiple-columns.en.srt
08-working-with-m-ultiple-columns.mp4
08-working-with-m-ultiple-columns.ru.srt
09-concept-working-with-columns.en.srt
09-concept-working-with-columns.mp4
09-concept-working-with-columns.ru.srt
10-working-with-column-names.en.srt
10-working-with-column-names.mp4
10-working-with-column-names.ru.srt
11-concept-selecting-rows-and-columns.en.srt
11-concept-selecting-rows-and-columns.mp4
11-concept-selecting-rows-and-columns.ru.srt
12-advanced-autocomplete-and-help.en.srt
12-advanced-autocomplete-and-help.mp4
12-advanced-autocomplete-and-help.ru.srt
05 Data wrangling with Pandas
01-what-is-data-wrangling.en.srt
01-what-is-data-wrangling.mp4
01-what-is-data-wrangling.ru.srt
02-pandas-data-types.en.srt
02-pandas-data-types.mp4
02-pandas-data-types.ru.srt
03-walk-through-of-data-types-in-excel.en.srt
03-walk-through-of-data-types-in-excel.mp4
03-walk-through-of-data-types-in-excel.ru.srt
04-pandas-dt-the-data-time-accessor.en.srt
04-pandas-dt-the-data-time-accessor.mp4
04-pandas-dt-the-data-time-accessor.ru.srt
05-string-and-math-manipulations.en.srt
05-string-and-math-manipulations.mp4
05-string-and-math-manipulations.ru.srt
06-concept-filtering-data.en.srt
06-concept-filtering-data.mp4
06-concept-filtering-data.ru.srt
07-examples-of-booling-filtering-in-pandas.en.srt
07-examples-of-booling-filtering-in-pandas.mp4
07-examples-of-booling-filtering-in-pandas.ru.srt
08-filtering-by-dates.en.srt
08-filtering-by-dates.mp4
08-filtering-by-dates.ru.srt
09-concept-filtering-and-cleaning-text-and-dates.en.srt
09-concept-filtering-and-cleaning-text-and-dates.mp4
09-concept-filtering-and-cleaning-text-and-dates.ru.srt
06 Aggregating, grouping, and merging
01-aggregating-merging-grouping-intro.en.srt
01-aggregating-merging-grouping-intro.mp4
01-aggregating-merging-grouping-intro.ru.srt
02-examples-of-aggregation-in-excel.en.srt
02-examples-of-aggregation-in-excel.mp4
02-examples-of-aggregation-in-excel.ru.srt
03-examples-of-aggregation-in-pandas.en.srt
03-examples-of-aggregation-in-pandas.mp4
03-examples-of-aggregation-in-pandas.ru.srt
04-concept-pandas-groupby.en.srt
04-concept-pandas-groupby.mp4
04-concept-pandas-groupby.ru.srt
05-concept-pivot-tables-and-crosstab.en.srt
05-concept-pivot-tables-and-crosstab.mp4
05-concept-pivot-tables-and-crosstab.ru.srt
06-demo-pivot-table-and-crosstab.en.srt
06-demo-pivot-table-and-crosstab.mp4
06-demo-pivot-table-and-crosstab.ru.srt
07-demo-merging-data-in-excel.en.srt
07-demo-merging-data-in-excel.mp4
07-demo-merging-data-in-excel.ru.srt
08-demo-merging-data-in-pandas.en.srt
08-demo-merging-data-in-pandas.mp4
08-demo-merging-data-in-pandas.ru.srt
09-concept-appending-data.en.srt
09-concept-appending-data.mp4
09-concept-appending-data.ru.srt
07 Data IO (input and output)
01-intro-input-output.en.srt
01-intro-input-output.mp4
01-intro-input-output.ru.srt
02-reading-non-tabular-excel-files.en.srt
02-reading-non-tabular-excel-files.mp4
02-reading-non-tabular-excel-files.ru.srt
03-read-excel-convert-data-types.en.srt
03-read-excel-convert-data-types.mp4
03-read-excel-convert-data-types.ru.srt
04-reading-excel-summary.en.srt
04-reading-excel-summary.mp4
04-reading-excel-summary.ru.srt
05-demo-simple-excel-save.en.srt
05-demo-simple-excel-save.mp4
05-demo-simple-excel-save.ru.srt
06-demo-multi-sheet-excel.en.srt
06-demo-multi-sheet-excel.mp4
06-demo-multi-sheet-excel.ru.srt
07-demo-complex-excel-save.en.srt
07-demo-complex-excel-save.mp4
07-demo-complex-excel-save.ru.srt
08-excel-writer-summary.en.srt
08-excel-writer-summary.mp4
08-excel-writer-summary.ru.srt
09-excel-large-file-fail.en.srt
09-excel-large-file-fail.mp4
09-excel-large-file-fail.ru.srt
10-pandas-large-file-success.en.srt
10-pandas-large-file-success.mp4
10-pandas-large-file-success.ru.srt
08 Case study walk through. Sales commissions
01-Introduction.en.srt
01-Introduction.mp4
01-Introduction.ru.srt
02-environment-setup.en.srt
02-environment-setup.mp4
02-environment-setup.ru.srt
03-excel-file-intro.en.srt
03-excel-file-intro.mp4
03-excel-file-intro.ru.srt
04-notebook-setup-file-reading.en.srt
04-notebook-setup-file-reading.mp4
04-notebook-setup-file-reading.ru.srt
05-Commission-rate-calc.en.srt
05-Commission-rate-calc.mp4
05-Commission-rate-calc.ru.srt
06-Summary-results-more-questions.en.srt
06-Summary-results-more-questions.mp4
06-Summary-results-more-questions.ru.srt
07-Combine_customer_sales_rep.en.srt
07-Combine_customer_sales_rep.mp4
07-Combine_customer_sales_rep.ru.srt
08-Cleanup-region.en.srt
08-Cleanup-region.mp4
08-Cleanup-region.ru.srt
09-Merge-sales-reps.en.srt
09-Merge-sales-reps.mp4
09-Merge-sales-reps.ru.srt
10-cleaned_joined_file.en.srt
10-cleaned_joined_file.mp4
10-cleaned_joined_file.ru.srt
11-excel_file_review.en.srt
11-excel_file_review.mp4
11-excel_file_review.ru.srt
12-process_review.en.srt
12-process_review.mp4
12-process_review.ru.srt
13-excel-invoice-files.en.srt
13-excel-invoice-files.mp4
13-excel-invoice-files.ru.srt
14-excel-customer-invoice-files.en.srt
14-excel-customer-invoice-files.mp4
14-excel-customer-invoice-files.ru.srt
15-product-commission-scenarios.en.srt
15-product-commission-scenarios.mp4
15-product-commission-scenarios.ru.srt
16-product-commission-variable-amounts.en.srt
16-product-commission-variable-amounts.mp4
16-product-commission-variable-amounts.ru.srt
17-commission-state-adjustments.en.srt
17-commission-state-adjustments.mp4
17-commission-state-adjustments.ru.srt
18-final-excel-report.en.srt
18-final-excel-report.mp4
18-final-excel-report.ru.srt
19-wrapup.en.srt
19-wrapup.mp4
19-wrapup.ru.srt
09 Course conclusion and review
01-excel-challenges.en.srt
01-excel-challenges.mp4
01-excel-challenges.ru.srt
02-conda-review.en.srt
02-conda-review.mp4
02-conda-review.ru.srt
03-file-jupyter-structure.en.srt
03-file-jupyter-structure.mp4
03-file-jupyter-structure.ru.srt
04-dataframe-summary.en.srt
04-dataframe-summary.mp4
04-dataframe-summary.ru.srt
05-data-wrangling.en.srt
05-data-wrangling.mp4
05-data-wrangling.ru.srt
06-grouping-joining-data.en.srt
06-grouping-joining-data.mp4
06-grouping-joining-data.ru.srt
07-file-io.en.srt
07-file-io.mp4
07-file-io.ru.srt
08-practical-example.en.srt
08-practical-example.mp4
08-practical-example.ru.srt
09-thank-you-next-steps.en.srt
09-thank-you-next-steps.mp4
09-thank-you-next-steps.ru.srt
10 Appendix. Python language concepts
1-refresher-shape-of-a-program.en.srt
1-refresher-shape-of-a-program.mp4
1-refresher-shape-of-a-program.ru.srt
10-refresher-import.en.srt
10-refresher-import.mp4
10-refresher-import.ru.srt
11-refresher-pypi.en.srt
11-refresher-pypi.mp4
11-refresher-pypi.ru.srt
12-refresher-pip.en.srt
12-refresher-pip.mp4
12-refresher-pip.ru.srt
13-refresher-virtual-environments.en.srt
13-refresher-virtual-environments.mp4
13-refresher-virtual-environments.ru.srt
14-refresher-slicing.en.srt
14-refresher-slicing.mp4
14-refresher-slicing.ru.srt
15-refresher-tuples.en.srt
15-refresher-tuples.mp4
15-refresher-tuples.ru.srt
16-refresher-named-tuples.en.srt
16-refresher-named-tuples.mp4
16-refresher-named-tuples.ru.srt
17-refresher-class-structure.en.srt
17-refresher-class-structure.mp4
17-refresher-class-structure.ru.srt
18-refresher-objects-vs-classes.en.srt
18-refresher-objects-vs-classes.mp4
18-refresher-objects-vs-classes.ru.srt
19-refresher-inheretance.en.srt
19-refresher-inheretance.mp4
19-refresher-inheretance.ru.srt
2-refresher-variables.en.srt
2-refresher-variables.mp4
2-refresher-variables.ru.srt
20-refresher-polymorphism.en.srt
20-refresher-polymorphism.mp4
20-refresher-polymorphism.ru.srt
21-refresher-dictionaries.en.srt
21-refresher-dictionaries.mp4
21-refresher-dictionaries.ru.srt
22-refresher-exceptions.en.srt
22-refresher-exceptions.mp4
22-refresher-exceptions.ru.srt
23-refresher-lambdas.en.srt
23-refresher-lambdas.mp4
23-refresher-lambdas.ru.srt
24-refresher-list-comprehensions.en.srt
24-refresher-list-comprehensions.mp4
24-refresher-list-comprehensions.ru.srt
25-refresher-want-more.en.srt
25-refresher-want-more.mp4
25-refresher-want-more.ru.srt
3-refresher-truthiness.en.srt
3-refresher-truthiness.mp4
3-refresher-truthiness.ru.srt
4-refresher-if-else.en.srt
4-refresher-if-else.mp4
4-refresher-if-else.ru.srt
5-refresher-complex-conditionals.en.srt
5-refresher-complex-conditionals.mp4
5-refresher-complex-conditionals.ru.srt
6-refresher-for-in.en.srt
6-refresher-for-in.mp4
6-refresher-for-in.ru.srt
7-refresher-functions.en.srt
7-refresher-functions.mp4
7-refresher-functions.ru.srt
8-refresher-create-functions.en.srt
8-refresher-create-functions.mp4
8-refresher-create-functions.ru.srt
9-refresher-file.en.srt
9-refresher-file.mp4
9-refresher-file.ru.srt
Bonus Resources.txt
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