diff --git a/client/src/pages/learn/data-analysis-with-python/lectures-data-analysis-with-python/index.md b/client/src/pages/learn/data-analysis-with-python/lectures-data-analysis-with-python/index.md new file mode 100644 index 0000000000..fcf1d59921 --- /dev/null +++ b/client/src/pages/learn/data-analysis-with-python/lectures-data-analysis-with-python/index.md @@ -0,0 +1,8 @@ +--- +title: Introduction to the Data Analysis with Python Course Lectures +block: Data Analysis with Python Course +superBlock: Data Analysis with Python +--- +## Introduction to the Data Analysis with Python Course Challenges + +Data Analysis with Python Course Placeholder Introduction. diff --git a/client/src/pages/learn/data-analysis-with-python/lectures-numpy/index.md b/client/src/pages/learn/data-analysis-with-python/lectures-numpy/index.md new file mode 100644 index 0000000000..5aec9fa504 --- /dev/null +++ b/client/src/pages/learn/data-analysis-with-python/lectures-numpy/index.md @@ -0,0 +1,8 @@ +--- +title: Introduction to the Numpy Lectures +block: Numpy +superBlock: Data Analysis with Python +--- +## Introduction to the Numpy Challenges + +Numpy Placeholder Introduction. diff --git a/client/src/pages/learn/machine-learning-with-python/lectures-how-neural-networks-work/index.md b/client/src/pages/learn/machine-learning-with-python/lectures-how-neural-networks-work/index.md new file mode 100644 index 0000000000..59192024df --- /dev/null +++ b/client/src/pages/learn/machine-learning-with-python/lectures-how-neural-networks-work/index.md @@ -0,0 +1,8 @@ +--- +title: Introduction to the How Neural Networks Work Lectures +block: How Neural Networks Work +superBlock: Data Analysis with Python +--- +## Introduction to the How Neural Networks Work Challenges + +How Neural Networks Work Placeholder Introduction. diff --git a/curriculum/challenges/_meta/data-analysis-with-python-projects/meta.json b/curriculum/challenges/_meta/data-analysis-with-python-projects/meta.json index f2816676af..0a8846ff0a 100644 --- a/curriculum/challenges/_meta/data-analysis-with-python-projects/meta.json +++ b/curriculum/challenges/_meta/data-analysis-with-python-projects/meta.json @@ -1,7 +1,7 @@ { "name": "Data Analysis with Python Projects", "dashedName": "data-analysis-with-python-projects", - "order": 1, + "order": 3, "time": "150 hours", "superBlock": "data-analysis-with-python", "superOrder": 8, diff --git a/curriculum/challenges/_meta/lectures-data-analysis-with-python/meta.json b/curriculum/challenges/_meta/lectures-data-analysis-with-python/meta.json new file mode 100644 index 0000000000..19c1d6d08b --- /dev/null +++ b/curriculum/challenges/_meta/lectures-data-analysis-with-python/meta.json @@ -0,0 +1,126 @@ +{ + "name": "Data Analysis with Python Course", + "dashedName": "lectures-data-analysis-with-python", + "order": 1, + "time": "15 hours", + "template": "", + "required": [], + "superBlock": "data-analysis-with-python", + "superOrder": 8, + "challengeOrder": [ + [ 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"fileName": "11-data-analysis-with-python/lectures-data-analysis-with-python.json" +} \ No newline at end of file diff --git a/curriculum/challenges/_meta/lectures-how-neural-networks-work/meta.json b/curriculum/challenges/_meta/lectures-how-neural-networks-work/meta.json new file mode 100644 index 0000000000..d53ff13d83 --- /dev/null +++ b/curriculum/challenges/_meta/lectures-how-neural-networks-work/meta.json @@ -0,0 +1,30 @@ +{ + "name": "How Neural Networks Work", + "dashedName": "lectures-how-neural-networks-work", + "order": 2, + "time": "10 hours", + "template": "", + "required": [], + "superBlock": "machine-learning-with-python", + "superOrder": 10, + "challengeOrder": [ + [ + "5e9a0e9ef99a403d019610ca", + "How Deep Neural Networks Work" + ], + [ + "5e9a0e9ef99a403d019610cb", + "Recurrent Neural Networks RNN and Long Short Term Memory LSTM" + ], + [ + "5e9a0e9ef99a403d019610cc", + "Deep Learning Demystified" + ], + [ + "5e9a0e9ef99a403d019610cd", + "How Convolutional Neural Networks work" + ] + ], + "helpRoom": "Help", + "fileName": "11-machine-learning-with-python/lectures-how-neural-networks-work.json" +} \ No newline at end of file diff --git a/curriculum/challenges/_meta/lectures-numpy/meta.json b/curriculum/challenges/_meta/lectures-numpy/meta.json new file mode 100644 index 0000000000..a2b390f409 --- /dev/null +++ b/curriculum/challenges/_meta/lectures-numpy/meta.json @@ -0,0 +1,50 @@ +{ + "name": "Numpy", + "dashedName": "lectures-numpy", + "order": 2, + "time": "5 hours", + "template": "", + "required": [], + "superBlock": "data-analysis-with-python", + "superOrder": 8, + "challengeOrder": [ + [ + "5e9a0a8e09c5df3cc3600ed2", + "What is NumPy" + ], + [ + "5e9a0a8e09c5df3cc3600ed3", + "Basics of Numpy" + ], + [ + "5e9a0a8e09c5df3cc3600ed4", + "Accessing and Changing Elements, Rows, Columns" + ], + [ + "5e9a0a8e09c5df3cc3600ed5", + "Initializing Different Arrays" + ], + [ + "5e9a0a8e09c5df3cc3600ed6", + "Initialize Array Problem" + ], + [ + "5e9a0a8e09c5df3cc3600ed7", + "Copying Arrays Warning" + ], + [ + "5e9a0a8e09c5df3cc3600ed8", + "Mathematics" + ], + [ + "5e9a0a8e09c5df3cc3600ed9", + "Reorganizing Arrays" + ], + [ + "5e9a0a8e09c5df3cc3600eda", + "Loading Data and Advanced Indexing" + ] + ], + "helpRoom": "Help", + "fileName": "11-data-analysis-with-python/lectures-numpy.json" +} \ No newline at end of file diff --git a/curriculum/challenges/_meta/machine-learning-with-python-projects/meta.json b/curriculum/challenges/_meta/machine-learning-with-python-projects/meta.json index 2aeddeec28..5eec68e51f 100644 --- a/curriculum/challenges/_meta/machine-learning-with-python-projects/meta.json +++ b/curriculum/challenges/_meta/machine-learning-with-python-projects/meta.json @@ -1,7 +1,7 @@ { "name": "Machine Learning with Python Projects", "dashedName": "machine-learning-with-python-projects", - "order": 2, + "order": 3, "time": "150 hours", "superBlock": "machine-learning-with-python", "superOrder": 10, diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-a.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-a.english.md new file mode 100644 index 0000000000..8a51e65cbe --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-a.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c14d +title: Data Analysis Example A +challengeType: 11 +videoId: nVAaxZ34khk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-b.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-b.english.md new file mode 100644 index 0000000000..f6f6fa7f3d --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-b.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c14e +title: Data Analysis Example B +challengeType: 11 +videoId: 0kJz0q0pvgQ +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-and-visualizations.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-and-visualizations.english.md new file mode 100644 index 0000000000..2001f7b40e --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-and-visualizations.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c160 +title: Data Cleaning and Visualizations +challengeType: 11 +videoId: mHjxzFS5_Z0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-duplicates.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-duplicates.english.md new file mode 100644 index 0000000000..2af8c515b4 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-duplicates.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15f +title: Data Cleaning Duplicates +challengeType: 11 +videoId: kj7QqjXhH6A +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-introduction.english.md new file mode 100644 index 0000000000..5120708f7a --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-introduction.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15d +title: Data Cleaning Introduction +challengeType: 11 +videoId: ovYNhnltVxY +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-with-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-with-dataframes.english.md new file mode 100644 index 0000000000..937259cedc --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-with-dataframes.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15e +title: Data Cleaning with DataFrames +challengeType: 11 +videoId: sTMN_pdI6S0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/how-to-use-jupyter-notebooks-intro.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/how-to-use-jupyter-notebooks-intro.english.md new file mode 100644 index 0000000000..ddb0706cd2 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/how-to-use-jupyter-notebooks-intro.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c14f +title: How to use Jupyter Notebooks Intro +challengeType: 11 +videoId: h8caJq2Bb9w +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/introduction-to-data-analysis.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/introduction-to-data-analysis.english.md new file mode 100644 index 0000000000..9efc5c2c7e --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/introduction-to-data-analysis.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c14c +title: Introduction to Data Analysis +challengeType: 11 +videoId: VJrP2FUzKP0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/jupyter-notebooks-importing-and-exporting-data.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/jupyter-notebooks-importing-and-exporting-data.english.md new file mode 100644 index 0000000000..793dbab30b --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/jupyter-notebooks-importing-and-exporting-data.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c151 +title: Jupyter Notebooks Importing and Exporting Data +challengeType: 11 +videoId: k1msxD3JIxE +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-algebra-and-size.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-algebra-and-size.english.md new file mode 100644 index 0000000000..e1d0ede49a --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-algebra-and-size.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c157 +title: Numpy Algebra and Size +challengeType: 11 +videoId: XAT97YLOKD8 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-arrays.english.md new file mode 100644 index 0000000000..3f59d39442 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-arrays.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c154 +title: Numpy Arrays +challengeType: 11 +videoId: VDYVFHBL1AM +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-boolean-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-boolean-arrays.english.md new file mode 100644 index 0000000000..92e0dbcecb --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-boolean-arrays.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c156 +title: Numpy Boolean Arrays +challengeType: 11 +videoId: N1ttsMmcVMM +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-a.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-a.english.md new file mode 100644 index 0000000000..d263eaf149 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-a.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c152 +title: Numpy Introduction A +challengeType: 11 +videoId: P-JjV6GBCmk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-b.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-b.english.md new file mode 100644 index 0000000000..f2ea1c023a --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-b.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c153 +title: Numpy Introduction B +challengeType: 11 +videoId: YIqgrNLAZkA +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-operations.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-operations.english.md new file mode 100644 index 0000000000..fc76e0e693 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-operations.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c155 +title: Numpy Operations +challengeType: 11 +videoId: eqSVcJbaPdk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-condtitional-selection-and-modifying-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-condtitional-selection-and-modifying-dataframes.english.md new file mode 100644 index 0000000000..f63a03ae86 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-condtitional-selection-and-modifying-dataframes.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15b +title: Pandas Condtitional Selection and Modifying DataFrames +challengeType: 11 +videoId: BFlH0fN5xRQ +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-creating-columns.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-creating-columns.english.md new file mode 100644 index 0000000000..ad192a0b4d --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-creating-columns.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15c +title: Pandas Creating Columns +challengeType: 11 +videoId: _sSo2XZoB3E +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-dataframes.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-dataframes.english.md new file mode 100644 index 0000000000..e911f6ff5f --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-dataframes.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c15a +title: Pandas DataFrames +challengeType: 11 +videoId: 7SgFBYXaiH0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-indexing-and-conditional-selection.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-indexing-and-conditional-selection.english.md new file mode 100644 index 0000000000..3c952952de --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-indexing-and-conditional-selection.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c159 +title: Pandas Indexing and Conditional Selection +challengeType: 11 +videoId: -ZOrgV_aA9A +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-introduction.english.md new file mode 100644 index 0000000000..1a84804240 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-introduction.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c158 +title: Pandas Introduction +challengeType: 11 +videoId: 0xACW-8cZU0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/parsing-html-and-saving-data.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/parsing-html-and-saving-data.english.md new file mode 100644 index 0000000000..e4fd15ec62 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/parsing-html-and-saving-data.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c164 +title: Parsing HTML and Saving Data +challengeType: 11 +videoId: bJaqnTWQmb0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-functions-and-collections.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-functions-and-collections.english.md new file mode 100644 index 0000000000..5ddccad8d6 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-functions-and-collections.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c166 +title: Python Functions and Collections +challengeType: 11 +videoId: NzpU17ZVlUw +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-introduction.english.md new file mode 100644 index 0000000000..3de5ffbc3f --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-introduction.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c165 +title: Python Introduction +challengeType: 11 +videoId: PrQV9JkLhb4 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-iteration-and-modules.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-iteration-and-modules.english.md new file mode 100644 index 0000000000..61a040d247 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-iteration-and-modules.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c167 +title: Python Iteration and Modules +challengeType: 11 +videoId: XzosGWLafrY +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-csv-and-txt.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-csv-and-txt.english.md new file mode 100644 index 0000000000..817ab09098 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-csv-and-txt.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c162 +title: Reading Data CSV and TXT +challengeType: 11 +videoId: ViGEv0zOzUk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-from-databases.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-from-databases.english.md new file mode 100644 index 0000000000..bbcd25b8de --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-from-databases.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c163 +title: Reading Data from Databases +challengeType: 11 +videoId: MtgXS1MofRw +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-introduction.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-introduction.english.md new file mode 100644 index 0000000000..c2d3301ed0 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-introduction.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c161 +title: Reading Data Introduction +challengeType: 11 +videoId: cDnt02BcHng +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/upyter-notebooks-cells.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/upyter-notebooks-cells.english.md new file mode 100644 index 0000000000..7402b910eb --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/upyter-notebooks-cells.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a093a74c4063ca6f7c150 +title: upyter Notebooks Cells +challengeType: 11 +videoId: 5PPegAs9aLA +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/accessing-and-changing-elements,-rows,-columns.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/accessing-and-changing-elements,-rows,-columns.english.md new file mode 100644 index 0000000000..235bb7f7f0 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/accessing-and-changing-elements,-rows,-columns.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed4 +title: Accessing and Changing Elements, Rows, Columns +challengeType: 11 +videoId: v-7Y7koJ_N0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/basics-of-numpy.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/basics-of-numpy.english.md new file mode 100644 index 0000000000..b417639674 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/basics-of-numpy.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed3 +title: Basics of Numpy +challengeType: 11 +videoId: f9QrZrKQMLI +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/copying-arrays-warning.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/copying-arrays-warning.english.md new file mode 100644 index 0000000000..250b754743 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/copying-arrays-warning.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed7 +title: Copying Arrays Warning +challengeType: 11 +videoId: iIoQ0_L0GvA +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initialize-array-problem.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initialize-array-problem.english.md new file mode 100644 index 0000000000..c5ad46d878 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initialize-array-problem.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed6 +title: Initialize Array Problem +challengeType: 11 +videoId: 0jGfH8BPfOk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initializing-different-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initializing-different-arrays.english.md new file mode 100644 index 0000000000..550c31c56a --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/initializing-different-arrays.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed5 +title: Initializing Different Arrays +challengeType: 11 +videoId: CEykdsKT4U4 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/loading-data-and-advanced-indexing.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/loading-data-and-advanced-indexing.english.md new file mode 100644 index 0000000000..b80fd7983a --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/loading-data-and-advanced-indexing.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600eda +title: Loading Data and Advanced Indexing +challengeType: 11 +videoId: tUdBZ7pF8Jg +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/mathematics.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/mathematics.english.md new file mode 100644 index 0000000000..31726a3780 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/mathematics.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed8 +title: Mathematics +challengeType: 11 +videoId: 7txegvyhtVk +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/reorganizing-arrays.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/reorganizing-arrays.english.md new file mode 100644 index 0000000000..5a81bfcbf6 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/reorganizing-arrays.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed9 +title: Reorganizing Arrays +challengeType: 11 +videoId: VNWAQbEM-C8 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/what-is-numpy.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/what-is-numpy.english.md new file mode 100644 index 0000000000..6131e3d130 --- /dev/null +++ b/curriculum/challenges/english/08-data-analysis-with-python/lectures-numpy/what-is-numpy.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0a8e09c5df3cc3600ed2 +title: What is NumPy +challengeType: 11 +videoId: 5Nwfs5Ej85Q +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-a.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-a.english.md deleted file mode 100644 index d272f53fe7..0000000000 --- a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-a.english.md +++ /dev/null @@ -1,50 +0,0 @@ ---- -id: 5e6a54a558d3af90110a60a0 -title: Introduction A -challengeType: 10 -isRequired: true ---- - -## Description -
-In this challenge you must analyze demographic data using Pandas. You are given a dataset of demographic data that was extracted from the 1994 Census database. - -You can access the full project description and starter code on repl.it. - -After going to that link, fork the project. Once you complete the project based on the instructions in 'README.md', submit your project link below. - -We are still developing the interactive instructional part of the data analysis with Python curriculum. For now, you will have to use other resources to learn how to pass this challenge. -
- -## Instructions -
- -
- -## Tests -
- -```yml -tests: - - text: 'It should pass all Python tests.' - testString: '' - -``` - -
- -## Challenge Seed -
- -
- -## Solution -
- -```py - # Python challenges don't need solutions, - # because they would need to be tested against a full working project. - # Please check our contributing guidelines to learn more. -``` - -
diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-b.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-b.english.md deleted file mode 100644 index a0550d7f0a..0000000000 --- a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-b.english.md +++ /dev/null @@ -1,50 +0,0 @@ ---- -id: 5e6a54af58d3af90110a60a1 -title: Introduction B -challengeType: 10 -isRequired: true ---- - -## Description -
-In this challenge you must analyze demographic data using Pandas. You are given a dataset of demographic data that was extracted from the 1994 Census database. - -You can access the full project description and starter code on repl.it. - -After going to that link, fork the project. Once you complete the project based on the instructions in 'README.md', submit your project link below. - -We are still developing the interactive instructional part of the data analysis with Python curriculum. For now, you will have to use other resources to learn how to pass this challenge. -
- -## Instructions -
- -
- -## Tests -
- -```yml -tests: - - text: 'It should pass all Python tests.' - testString: '' - -``` - -
- -## Challenge Seed -
- -
- -## Solution -
- -```py - # Python challenges don't need solutions, - # because they would need to be tested against a full working project. - # Please check our contributing guidelines to learn more. -``` - -
diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-c.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-c.english.md deleted file mode 100644 index 2444675506..0000000000 --- a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-c.english.md +++ /dev/null @@ -1,50 +0,0 @@ ---- -id: 5e6a54ba58d3af90110a60a2 -title: Introduction C -challengeType: 10 -isRequired: true ---- - -## Description -
-In this challenge you must analyze demographic data using Pandas. You are given a dataset of demographic data that was extracted from the 1994 Census database. - -You can access the full project description and starter code on repl.it. - -After going to that link, fork the project. Once you complete the project based on the instructions in 'README.md', submit your project link below. - -We are still developing the interactive instructional part of the data analysis with Python curriculum. For now, you will have to use other resources to learn how to pass this challenge. -
- -## Instructions -
- -
- -## Tests -
- -```yml -tests: - - text: 'It should pass all Python tests.' - testString: '' - -``` - -
- -## Challenge Seed -
- -
- -## Solution -
- -```py - # Python challenges don't need solutions, - # because they would need to be tested against a full working project. - # Please check our contributing guidelines to learn more. -``` - -
diff --git a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-d.english.md b/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-d.english.md deleted file mode 100644 index 5b23ba51a0..0000000000 --- a/curriculum/challenges/english/08-data-analysis-with-python/lectures-python-for-everybody/introduction-d.english.md +++ /dev/null @@ -1,50 +0,0 @@ ---- -id: 5e6a54c358d3af90110a60a3 -title: Introduction D -challengeType: 10 -isRequired: true ---- - -## Description -
-In this challenge you must analyze demographic data using Pandas. You are given a dataset of demographic data that was extracted from the 1994 Census database. - -You can access the full project description and starter code on repl.it. - -After going to that link, fork the project. Once you complete the project based on the instructions in 'README.md', submit your project link below. - -We are still developing the interactive instructional part of the data analysis with Python curriculum. For now, you will have to use other resources to learn how to pass this challenge. -
- -## Instructions -
- -
- -## Tests -
- -```yml -tests: - - text: 'It should pass all Python tests.' - testString: '' - -``` - -
- -## Challenge Seed -
- -
- -## Solution -
- -```py - # Python challenges don't need solutions, - # because they would need to be tested against a full working project. - # Please check our contributing guidelines to learn more. -``` - -
diff --git a/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/deep-learning-demystified.english.md b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/deep-learning-demystified.english.md new file mode 100644 index 0000000000..c5dcf413cd --- /dev/null +++ b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/deep-learning-demystified.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0e9ef99a403d019610cc +title: Deep Learning Demystified +challengeType: 11 +videoId: bejQ-W9BGJg +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-convolutional-neural-networks-work.english.md b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-convolutional-neural-networks-work.english.md new file mode 100644 index 0000000000..e1969c7c04 --- /dev/null +++ b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-convolutional-neural-networks-work.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0e9ef99a403d019610cd +title: How Convolutional Neural Networks work +challengeType: 11 +videoId: Y5M7KH4A4n4 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-deep-neural-networks-work.english.md b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-deep-neural-networks-work.english.md new file mode 100644 index 0000000000..5e8a6cf9a5 --- /dev/null +++ b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/how-deep-neural-networks-work.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0e9ef99a403d019610ca +title: How Deep Neural Networks Work +challengeType: 11 +videoId: zvalnHWGtx4 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+ diff --git a/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/recurrent-neural-networks-rnn-and-long-short-term-memory-lstm.english.md b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/recurrent-neural-networks-rnn-and-long-short-term-memory-lstm.english.md new file mode 100644 index 0000000000..67d3e8ad5a --- /dev/null +++ b/curriculum/challenges/english/11-machine-learning-with-python/lectures-how-neural-networks-work/recurrent-neural-networks-rnn-and-long-short-term-memory-lstm.english.md @@ -0,0 +1,26 @@ +--- +id: 5e9a0e9ef99a403d019610cb +title: Recurrent Neural Networks RNN and Long Short Term Memory LSTM +challengeType: 11 +videoId: UVimlsy9eW0 +--- + +## Description +
+
+ +## Tests +
+ +```yml +question: + text: Question + answers: + - one + - two + - three + solution: 3 +``` + +
+