feat: Add more video challenges (#38598)

Co-authored-by: Tom <20648924+moT01@users.noreply.github.com>
This commit is contained in:
Beau Carnes
2020-04-21 12:42:19 -04:00
committed by Mrugesh Mohapatra
parent cb88dcf1e6
commit 03c9e47be9
53 changed files with 1298 additions and 202 deletions

View File

@@ -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,

View File

@@ -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": [
[
"5e9a093a74c4063ca6f7c14c",
"Introduction to Data Analysis"
],
[
"5e9a093a74c4063ca6f7c14d",
"Data Analysis Example A"
],
[
"5e9a093a74c4063ca6f7c14e",
"Data Analysis Example B"
],
[
"5e9a093a74c4063ca6f7c14f",
"How to use Jupyter Notebooks Intro"
],
[
"5e9a093a74c4063ca6f7c150",
"upyter Notebooks Cells"
],
[
"5e9a093a74c4063ca6f7c151",
"Jupyter Notebooks Importing and Exporting Data"
],
[
"5e9a093a74c4063ca6f7c152",
"Numpy Introduction A"
],
[
"5e9a093a74c4063ca6f7c153",
"Numpy Introduction B"
],
[
"5e9a093a74c4063ca6f7c154",
"Numpy Arrays"
],
[
"5e9a093a74c4063ca6f7c155",
"Numpy Operations"
],
[
"5e9a093a74c4063ca6f7c156",
"Numpy Boolean Arrays"
],
[
"5e9a093a74c4063ca6f7c157",
"Numpy Algebra and Size"
],
[
"5e9a093a74c4063ca6f7c158",
"Pandas Introduction"
],
[
"5e9a093a74c4063ca6f7c159",
"Pandas Indexing and Conditional Selection"
],
[
"5e9a093a74c4063ca6f7c15a",
"Pandas DataFrames"
],
[
"5e9a093a74c4063ca6f7c15b",
"Pandas Condtitional Selection and Modifying DataFrames"
],
[
"5e9a093a74c4063ca6f7c15c",
"Pandas Creating Columns"
],
[
"5e9a093a74c4063ca6f7c15d",
"Data Cleaning Introduction"
],
[
"5e9a093a74c4063ca6f7c15e",
"Data Cleaning with DataFrames"
],
[
"5e9a093a74c4063ca6f7c15f",
"Data Cleaning Duplicates"
],
[
"5e9a093a74c4063ca6f7c160",
"Data Cleaning and Visualizations"
],
[
"5e9a093a74c4063ca6f7c161",
"Reading Data Introduction"
],
[
"5e9a093a74c4063ca6f7c162",
"Reading Data CSV and TXT"
],
[
"5e9a093a74c4063ca6f7c163",
"Reading Data from Databases"
],
[
"5e9a093a74c4063ca6f7c164",
"Parsing HTML and Saving Data"
],
[
"5e9a093a74c4063ca6f7c165",
"Python Introduction"
],
[
"5e9a093a74c4063ca6f7c166",
"Python Functions and Collections"
],
[
"5e9a093a74c4063ca6f7c167",
"Python Iteration and Modules"
]
],
"helpRoom": "Help",
"fileName": "11-data-analysis-with-python/lectures-data-analysis-with-python.json"
}

View File

@@ -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"
}

View File

@@ -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"
}

View File

@@ -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,