diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-a.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-a.english.md index 3101a5e4b5..ee21660e24 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-a.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-a.english.md @@ -8,6 +8,8 @@ videoId: nVAaxZ34khk ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-b.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-b.english.md index 78b0a80cd4..ab5642790a 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-b.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-analysis-example-b.english.md @@ -8,6 +8,8 @@ videoId: 0kJz0q0pvgQ ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-and-visualizations.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-and-visualizations.english.md index 0f89181e0e..835f43837a 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-and-visualizations.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-and-visualizations.english.md @@ -8,6 +8,8 @@ videoId: mHjxzFS5_Z0 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-duplicates.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-duplicates.english.md index 38df44bc04..626d5fee45 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-duplicates.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-duplicates.english.md @@ -8,6 +8,8 @@ videoId: kj7QqjXhH6A ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-introduction.english.md index 00e915a1af..101eeaccda 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-introduction.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-introduction.english.md @@ -8,6 +8,8 @@ videoId: ovYNhnltVxY ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-with-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-with-dataframes.english.md index a7d4262cb6..2d45cc8b3f 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-with-dataframes.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/data-cleaning-with-dataframes.english.md @@ -8,6 +8,8 @@ videoId: sTMN_pdI6S0 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/how-to-use-jupyter-notebooks-intro.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/how-to-use-jupyter-notebooks-intro.english.md index ec57fd740b..aff7b36c68 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/how-to-use-jupyter-notebooks-intro.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/how-to-use-jupyter-notebooks-intro.english.md @@ -8,6 +8,9 @@ videoId: h8caJq2Bb9w ## Description
+More resources: +- Notebook +- Twitter Cheat Sheet
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/introduction-to-data-analysis.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/introduction-to-data-analysis.english.md index 5d080de699..fa6209e572 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/introduction-to-data-analysis.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/introduction-to-data-analysis.english.md @@ -8,6 +8,8 @@ videoId: VJrP2FUzKP0 ## Description
+More resources: +- Slides
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-cells.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-cells.english.md index 84e82ba266..c6155e2e25 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-cells.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-cells.english.md @@ -8,6 +8,9 @@ videoId: 5PPegAs9aLA ## Description
+More resources: +- Notebook +- Twitter Cheat Sheet
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-importing-and-exporting-data.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-importing-and-exporting-data.english.md index 6552fe43d9..b5a4898d20 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-importing-and-exporting-data.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/jupyter-notebooks-importing-and-exporting-data.english.md @@ -8,6 +8,9 @@ videoId: k1msxD3JIxE ## Description
+More resources: +- Notebook +- Twitter Cheat Sheet
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-algebra-and-size.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-algebra-and-size.english.md index 3d7021e86f..3969130328 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-algebra-and-size.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-algebra-and-size.english.md @@ -8,6 +8,8 @@ videoId: XAT97YLOKD8 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-arrays.english.md index e80b159e66..75dc9bb1ff 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-arrays.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-arrays.english.md @@ -8,6 +8,8 @@ videoId: VDYVFHBL1AM ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-boolean-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-boolean-arrays.english.md index 9db6a4e71a..2b9887c199 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-boolean-arrays.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-boolean-arrays.english.md @@ -8,6 +8,8 @@ videoId: N1ttsMmcVMM ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-a.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-a.english.md index 9b194ac00f..a1367cb3df 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-a.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-a.english.md @@ -8,6 +8,8 @@ videoId: P-JjV6GBCmk ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-b.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-b.english.md index c29bc26402..3a65b1e92d 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-b.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-introduction-b.english.md @@ -8,6 +8,8 @@ videoId: YIqgrNLAZkA ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-operations.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-operations.english.md index 7e172cb9c6..023329f880 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-operations.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/numpy-operations.english.md @@ -9,6 +9,8 @@ videoId: eqSVcJbaPdk ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-condtitional-selection-and-modifying-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-condtitional-selection-and-modifying-dataframes.english.md index 07afdd7e4e..7284e2b9e5 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-condtitional-selection-and-modifying-dataframes.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-condtitional-selection-and-modifying-dataframes.english.md @@ -8,6 +8,8 @@ videoId: BFlH0fN5xRQ ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-creating-columns.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-creating-columns.english.md index bddd74322e..4f83bc4e5e 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-creating-columns.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-creating-columns.english.md @@ -8,6 +8,8 @@ videoId: _sSo2XZoB3E ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-dataframes.english.md index 1dbbe8dbda..1b6df920ce 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-dataframes.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-dataframes.english.md @@ -8,6 +8,8 @@ videoId: 7SgFBYXaiH0 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-indexing-and-conditional-selection.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-indexing-and-conditional-selection.english.md index 40d897f441..429ca0fd80 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-indexing-and-conditional-selection.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-indexing-and-conditional-selection.english.md @@ -8,6 +8,8 @@ videoId: -ZOrgV_aA9A ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-introduction.english.md index 6b83b36c84..3182cbfc49 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-introduction.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-introduction.english.md @@ -8,6 +8,8 @@ videoId: 0xACW-8cZU0 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/parsing-html-and-saving-data.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/parsing-html-and-saving-data.english.md index 912105c4d4..933c2d3c58 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/parsing-html-and-saving-data.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/parsing-html-and-saving-data.english.md @@ -8,6 +8,11 @@ videoId: bJaqnTWQmb0 ## Description
+More resources: +- Reading CSVs Notebook +- Reading SQL +- Reading HTML +- Reading Excel files
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-functions-and-collections.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-functions-and-collections.english.md index 07211c2451..5f1d171b13 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-functions-and-collections.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-functions-and-collections.english.md @@ -8,6 +8,8 @@ videoId: NzpU17ZVlUw ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-introduction.english.md index 0a8bb85fa2..24c34f52f7 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-introduction.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-introduction.english.md @@ -8,6 +8,8 @@ videoId: PrQV9JkLhb4 ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-iteration-and-modules.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-iteration-and-modules.english.md index 85bb609a20..1d605ec596 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-iteration-and-modules.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/python-iteration-and-modules.english.md @@ -8,6 +8,8 @@ videoId: XzosGWLafrY ## Description
+More resources: +- Notebook
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-csv-and-txt.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-csv-and-txt.english.md index a397c3f4de..d3d3b3879c 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-csv-and-txt.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-csv-and-txt.english.md @@ -8,6 +8,11 @@ videoId: ViGEv0zOzUk ## Description
+More resources: +- Reading CSVs Notebook +- Reading SQL +- Reading HTML +- Reading Excel files
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-from-databases.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-from-databases.english.md index 2a465a2dce..2e9def177b 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-from-databases.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-from-databases.english.md @@ -8,6 +8,11 @@ videoId: MtgXS1MofRw ## Description
+More resources: +- Reading CSVs Notebook +- Reading SQL +- Reading HTML +- Reading Excel files
## Tests diff --git a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-introduction.english.md index 80ff17ffb8..e2b729e75a 100644 --- a/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-introduction.english.md +++ b/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/reading-data-introduction.english.md @@ -8,6 +8,11 @@ videoId: cDnt02BcHng ## Description
+More resources: +- Reading CSVs Notebook +- Reading SQL +- Reading HTML +- Reading Excel files
## Tests