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[TalkPython] Move from Excel to Python with Pandas Course (2020) [En]
magnet:?xt=urn:btih:ae94cc2963575a18a51d2c632a1c24bfffb03df5&dn=[TalkPython] Move from Excel to Python with Pandas Course (2020) [En]
磁力链接详情
Hash值:
ae94cc2963575a18a51d2c632a1c24bfffb03df5
点击数:
217
文件大小:
1.02 GB
文件数量:
116
创建日期:
2023-10-6 07:49
最后访问:
2024-5-16 10:06
访问标签:
TalkPython
Move
from
Excel
to
Python
with
Pandas
Course
2020
En
文件列表详情
04 Intro to Pandas/10-working-with-column-names.mp4 50.38 MB
01 Welcome to the course/01-welcome-to-the-course.mp4 2.78 MB
01 Welcome to the course/02-challenges-of-excel.mp4 7.69 MB
01 Welcome to the course/03-where-do-excel-errors-come-from.mp4 2.5 MB
01 Welcome to the course/04-why-python.mp4 4.94 MB
01 Welcome to the course/05-course-topics.mp4 3.39 MB
01 Welcome to the course/06-get-the-source.mp4 916.16 KB
01 Welcome to the course/07-meeting-your-instructor.mp4 3.76 MB
02 Setup and installations/01-python-concepts-youll-need.mp4 3.5 MB
02 Setup and installations/02-working-on-windows.mp4 2.8 MB
02 Setup and installations/03-downloading-miniconda.mp4 1.11 MB
02 Setup and installations/04-installing-miniconda.mp4 6.41 MB
02 Setup and installations/05-launching-miniconda.mp4 935.65 KB
02 Setup and installations/06-creating-a-conda-environment.mp4 4.96 MB
02 Setup and installations/07-conda-quick-reference.mp4 2.01 MB
03 Code data concepts/01-getting-organized.mp4 2.84 MB
03 Code data concepts/02-recommended-file-structure.mp4 3.03 MB
03 Code data concepts/03-launching-jupyter-notebooks.mp4 1.21 MB
03 Code data concepts/04-auto-launch-conda-env-with-windows-terminal.mp4 3.29 MB
03 Code data concepts/05-create-a-project-with-cookiecutter.mp4 9.56 MB
03 Code data concepts/06-launching-jupyter-notebooks.mp4 5.16 MB
03 Code data concepts/07-organizing-within-the-notebook.mp4 3.2 MB
03 Code data concepts/08-data-compatible-with-pandas.mp4 3.78 MB
03 Code data concepts/09-where-does-excel-fit-in.mp4 1.39 MB
04 Intro to Pandas/01-intro-to-pandas.mp4 2.95 MB
04 Intro to Pandas/02-pandas-dataframe-vs-excel-worksheets.mp4 7.44 MB
04 Intro to Pandas/03-understanding-initial-data-intro.mp4 5.79 MB
04 Intro to Pandas/04-demo-understanding-initial-data.mp4 21.35 MB
04 Intro to Pandas/05-concept-understanding-your-dataframe.mp4 2.11 MB
04 Intro to Pandas/06-working-with-column-names.mp4 28.1 MB
04 Intro to Pandas/07-diving-into-the-data.mp4 10.36 MB
04 Intro to Pandas/08-working-with-m-ultiple-columns.mp4 15.2 MB
04 Intro to Pandas/09-concept-working-with-columns.mp4 3.57 MB
04 Intro to Pandas/11-concept-selecting-rows-and-columns.mp4 2.91 MB
04 Intro to Pandas/12-advanced-autocomplete-and-help.mp4 19.77 MB
05 Data wrangling with Pandas/01-what-is-data-wrangling.mp4 2.99 MB
05 Data wrangling with Pandas/02-pandas-data-types.mp4 5.2 MB
05 Data wrangling with Pandas/03-walk-through-of-data-types-in-excel.mp4 14.86 MB
05 Data wrangling with Pandas/04-pandas-dt-the-data-time-accessor.mp4 18.44 MB
05 Data wrangling with Pandas/05-string-and-math-manipulations.mp4 24.61 MB
05 Data wrangling with Pandas/06-concept-filtering-data.mp4 3.35 MB
05 Data wrangling with Pandas/07-examples-of-booling-filtering-in-pandas.mp4 26.44 MB
05 Data wrangling with Pandas/08-filtering-by-dates.mp4 27.39 MB
05 Data wrangling with Pandas/09-concept-filtering-and-cleaning-text-and-dates.mp4 4.37 MB
06 Aggregating, grouping, and merging/01-aggregating-merging-grouping-intro.mp4 4.17 MB
06 Aggregating, grouping, and merging/02-examples-of-aggregation-in-excel.mp4 8.88 MB
06 Aggregating, grouping, and merging/03-examples-of-aggregation-in-pandas.mp4 42.28 MB
06 Aggregating, grouping, and merging/04-concept-pandas-groupby.mp4 2.01 MB
06 Aggregating, grouping, and merging/05-concept-pivot-tables-and-crosstab.mp4 6.49 MB
06 Aggregating, grouping, and merging/06-demo-pivot-table-and-crosstab.mp4 29.14 MB
06 Aggregating, grouping, and merging/07-demo-merging-data-in-excel.mp4 29.27 MB
06 Aggregating, grouping, and merging/08-demo-merging-data-in-pandas.mp4 42.47 MB
06 Aggregating, grouping, and merging/09-concept-appending-data.mp4 2.38 MB
07 Data IO (input and output)/01-intro-input-output.mp4 1.68 MB
07 Data IO (input and output)/02-reading-non-tabular-excel-files.mp4 22.05 MB
07 Data IO (input and output)/03-read-excel-convert-data-types.mp4 28.31 MB
07 Data IO (input and output)/04-reading-excel-summary.mp4 2.46 MB
07 Data IO (input and output)/05-demo-simple-excel-save.mp4 10.57 MB
07 Data IO (input and output)/06-demo-multi-sheet-excel.mp4 10 MB
07 Data IO (input and output)/07-demo-complex-excel-save.mp4 12.1 MB
07 Data IO (input and output)/08-excel-writer-summary.mp4 2.08 MB
07 Data IO (input and output)/09-excel-large-file-fail.mp4 3.75 MB
07 Data IO (input and output)/10-pandas-large-file-success.mp4 12.93 MB
08 Case study walk through. Sales commissions/01-Introduction.mp4 4.01 MB
08 Case study walk through. Sales commissions/02-environment-setup.mp4 4.78 MB
08 Case study walk through. Sales commissions/03-excel-file-intro.mp4 3.37 MB
08 Case study walk through. Sales commissions/04-notebook-setup-file-reading.mp4 6.58 MB
08 Case study walk through. Sales commissions/05-Commission-rate-calc.mp4 19.5 MB
08 Case study walk through. Sales commissions/06-Summary-results-more-questions.mp4 3.87 MB
08 Case study walk through. Sales commissions/07-Combine_customer_sales_rep.mp4 10.21 MB
08 Case study walk through. Sales commissions/08-Cleanup-region.mp4 20.98 MB
08 Case study walk through. Sales commissions/09-Merge-sales-reps.mp4 13.84 MB
08 Case study walk through. Sales commissions/10-cleaned_joined_file.mp4 26.09 MB
08 Case study walk through. Sales commissions/11-excel_file_review.mp4 7.07 MB
08 Case study walk through. Sales commissions/12-process_review.mp4 2.51 MB
08 Case study walk through. Sales commissions/13-excel-invoice-files.mp4 7.82 MB
08 Case study walk through. Sales commissions/14-excel-customer-invoice-files.mp4 9.22 MB
08 Case study walk through. Sales commissions/15-product-commission-scenarios.mp4 25.29 MB
08 Case study walk through. Sales commissions/16-product-commission-variable-amounts.mp4 19.77 MB
08 Case study walk through. Sales commissions/17-commission-state-adjustments.mp4 18.23 MB
08 Case study walk through. Sales commissions/18-final-excel-report.mp4 14.86 MB
08 Case study walk through. Sales commissions/19-wrapup.mp4 6.77 MB
09 Course conclusion and review/01-excel-challenges.mp4 4.23 MB
09 Course conclusion and review/02-conda-review.mp4 2.01 MB
09 Course conclusion and review/03-file-jupyter-structure.mp4 5.26 MB
09 Course conclusion and review/04-dataframe-summary.mp4 3.81 MB
09 Course conclusion and review/05-data-wrangling.mp4 7.03 MB
09 Course conclusion and review/06-grouping-joining-data.mp4 6.39 MB
09 Course conclusion and review/07-file-io.mp4 2.21 MB
09 Course conclusion and review/08-practical-example.mp4 5.83 MB
09 Course conclusion and review/09-thank-you-next-steps.mp4 2.8 MB
10 Appendix. Python language concepts/1-refresher-shape-of-a-program.mp4 4.23 MB
10 Appendix. Python language concepts/2-refresher-variables.mp4 2.09 MB
10 Appendix. Python language concepts/3-refresher-truthiness.mp4 4.43 MB
10 Appendix. Python language concepts/4-refresher-if-else.mp4 3.26 MB
10 Appendix. Python language concepts/5-refresher-complex-conditionals.mp4 3.48 MB
10 Appendix. Python language concepts/6-refresher-for-in.mp4 3.91 MB
10 Appendix. Python language concepts/7-refresher-functions.mp4 2.44 MB
10 Appendix. Python language concepts/8-refresher-create-functions.mp4 3.94 MB
10 Appendix. Python language concepts/9-refresher-file.mp4 3.09 MB
10 Appendix. Python language concepts/10-refresher-import.mp4 4.41 MB
10 Appendix. Python language concepts/11-refresher-pypi.mp4 9.28 MB
10 Appendix. Python language concepts/12-refresher-pip.mp4 7.37 MB
10 Appendix. Python language concepts/13-refresher-virtual-environments.mp4 15.2 MB
10 Appendix. Python language concepts/14-refresher-slicing.mp4 6.6 MB
10 Appendix. Python language concepts/15-refresher-tuples.mp4 4.66 MB
10 Appendix. Python language concepts/16-refresher-named-tuples.mp4 5.07 MB
10 Appendix. Python language concepts/17-refresher-class-structure.mp4 5.78 MB
10 Appendix. Python language concepts/18-refresher-objects-vs-classes.mp4 4.85 MB
10 Appendix. Python language concepts/19-refresher-inheretance.mp4 5.04 MB
10 Appendix. Python language concepts/20-refresher-polymorphism.mp4 2.69 MB
10 Appendix. Python language concepts/21-refresher-dictionaries.mp4 6.95 MB
10 Appendix. Python language concepts/22-refresher-exceptions.mp4 5.4 MB
10 Appendix. Python language concepts/23-refresher-lambdas.mp4 4.46 MB
10 Appendix. Python language concepts/24-refresher-list-comprehensions.mp4 6.88 MB
10 Appendix. Python language concepts/25-refresher-want-more.mp4 3.11 MB
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