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Udemy - Data Science in Python Regression & Forecasting (8.2023)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
C81D2CBB6E20F3312E7ADD7FB8C91B07D8B8A299
Source
Unverified
Total Size
3.19 GB
Total Files
100
Seeders
3
Leechers
2
Health
1.00
Score
8
Type
Bookware

File List

FileSize
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/1 - Course Introduction.mp430.75 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/2 - About This Series.mp44.03 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/3 - Course Structure Outline.mp410.83 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/4 - READ ME Important Notes for New Students.html4.8 KB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/5 - Data-Science-in-Python-Regression.pdf18.48 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/5 - Data-Science-in-Python-Regression.zip17.82 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/5 - DOWNLOAD Course Resources.html541 B
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/6 - Introducing the Course Project.mp44.63 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/7 - Setting Expectations.mp47.96 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/1 - Getting Started/8 - Jupyter Installation Launch.mp423.85 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/10 - Project 1 San Francisco Rent Prices/108 - Project Brief.mp439.52 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/10 - Project 1 San Francisco Rent Prices/109 - Solution Walkthrough.mp4131.19 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/110 - Intro to Regularized Regression.mp415.91 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/111 - Ridge Regression.mp413.98 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/112 - Standardization.mp425.95 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/113 - Fitting a Ridge Regression Model.mp425.66 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/114 - DEMO Fitting a Ridge Regression.mp428.32 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/115 - PRO TIP RidgeCV.mp419.67 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/116 - ASSIGNMENT Ridge Regression.mp46.77 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/117 - SOLUTION Ridge Regression.mp412.51 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/118 - Lasso Regression.mp435.07 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/119 - PRO TIP LassoCV.mp418.57 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/120 - ASSIGNMENT Lasso Regression.mp44.46 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/121 - SOLUTION Lasso Regression.mp411.89 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/122 - Elastic Net Regression.mp417.06 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/123 - DEMO Fitting an Elastic Net Regression.mp423.85 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/124 - PRO TIP ElasticNetCV.mp415.2 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/125 - ASSIGNMENT Elastic Net Regression.mp44.16 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/126 - SOLUTION Elastic Net Regression.mp413.54 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/127 - RECAP Regularized Regression Models.mp49.71 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/128 - PREVIEW Tree Based Models.mp430.3 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/11 - Regularized Regression/129 - Key Takeaways.mp49.38 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/12 - Project 1 San Francisco Rent Prices Continued/130 - Project Brief.mp418.69 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/12 - Project 1 San Francisco Rent Prices Continued/131 - Solution Walkthrough.mp459.78 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/132 - Intro to Time Series.mp416.56 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/133 - Moving Averages.mp418.46 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/134 - DEMO Moving Averages.mp424.25 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/135 - Exponential Smoothing.mp47.82 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/136 - ASSIGNMENT Smoothing.mp410.66 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/137 - SOLUTION Smoothing.mp415.03 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/138 - Decomposition.mp421.55 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/139 - DEMO Decomposition.mp412.92 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/140 - PRO TIP Autocorrelation Chart.mp417.21 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/141 - ASSIGNMENT Decomposition.mp47.13 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/142 - SOLUTION Decomposition.mp424.51 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/143 - Forecasting.mp416.25 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/144 - Linear Regression With Trend Season.mp420.14 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/145 - DEMO Linear Regression With Trend Season.mp431.94 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/146 - Facebook Prophet.mp438.7 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/147 - ASSIGNMENT Forecasting.mp47.17 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/148 - SOLUTION Forecasting.mp446.33 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/13 - Time Series Analysis/149 - Key Takeaways.mp47.64 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/14 - Project 2 Electricity Consumption/150 - Project Brief.mp415.67 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/14 - Project 2 Electricity Consumption/151 - Solution Walkthrough.mp468.59 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/15 - Next Steps/152 - EXTRA LESSON.html10.25 KB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/10 - Data Science Skillset.mp49.6 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/11 - What is Machine Learning.mp49.09 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/12 - Common Machine Learning Algorithms.mp412.24 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/13 - Data Science Workflow.mp43.59 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/14 - Step 1 Scoping a Project.mp45.19 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/15 - Step 2 Gathering Data.mp47.49 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/16 - Step 3 Cleaning Data.mp48.06 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/17 - Step 4 Exploring Data.mp47.33 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/18 - Step 5 Modeling Data.mp48.07 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/19 - Step 6 Sharing Insights.mp412.62 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/20 - Regression Modeling.mp43.77 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/21 - Key Takeaways.mp46.5 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/2 - Intro to Data Science/9 - What is Data Science.mp411.09 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/3 - Regression 101/22 - Regression 101.mp430.45 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/3 - Regression 101/23 - Goals of Regression.mp413.13 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/3 - Regression 101/24 - Types of Regression.mp47.36 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/3 - Regression 101/25 - Regression Modeling Workflow.mp414.65 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/3 - Regression 101/26 - Key Takeaways.mp46.51 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/27 - EDA for Regression.mp48.61 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/28 - Exploring the Target.mp434.12 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/29 - Exploring the Features.mp423.09 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/30 - ASSIGNMENT Exploring the Target Features.mp46.13 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/31 - SOLUTION Exploring the Target Features.mp427.36 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/32 - Linear Relationships Correlation.mp438.32 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/33 - Linear Relationships in Python.mp427.62 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/34 - FeatureTarget Relationships.mp425.56 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/35 - FeatureFeature Relationships.mp422.89 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/36 - PRO TIP Pairplots Lmplots.mp454.9 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/37 - ASSIGNMENT Exploring Relationships.mp46.95 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/38 - SOLUTION Exploring Relationships.mp429.78 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/39 - Preparing For Modeling.mp414.94 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/4 - PreModeling Data Prep EDA/40 - Key Takeaways.mp46.24 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/41 - Simple Linear Regression.mp47.25 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/42 - The Linear Regression Model.mp49.8 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/43 - Least Squared Error.mp418.36 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/44 - Linear Regression in Python.mp424.27 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/45 - Linear Regression in Statsmodels.mp429.15 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/46 - Interpreting the Model.mp411.68 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/47 - Making Predictions.mp419.79 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/48 - RSquared.mp418.1 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/49 - Hypothesis Tests.mp414.17 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/50 - The FTest.mp49.16 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/51 - Coefficient Estimates PValues.mp48.68 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/52 - Residual Plots.mp415.92 MB
Udemy - Data Science in Python Regression & Forecasting (8.2023)/5 - Simple Linear Regression/53 - CASE STUDY Modeling Health Insurance Prices.mp464.67 MB

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