Intro to Data Science Using Python- Your Best Starting Point
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2021-11-14 11:27 | 2024-6-28 13:02 | 149 | 382.36 MB | 29 |
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文件列表
- 1. Pre Introduction Installation and Guides/1. Installing Anaconda.mp423.54MB
- 1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.mp422.35MB
- 1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.mp45.72MB
- 2. Review Introduction/5. Getting Started Analyzing Data in Python.mp417.6MB
- 2. Review Introduction/4. Importing and Exporting Data in Python.mp417.6MB
- 2. Review Introduction/2. Understanding the Data.mp416.74MB
- 2. Review Introduction/1. The Problem.mp49.33MB
- 2. Review Introduction/3. Python Packages for Data Science.mp46.72MB
- 3. Data Wrangling/2. Dealing with Missing Values in Python.mp417.75MB
- 3. Data Wrangling/3. Data Formatting in Python.mp412.05MB
- 3. Data Wrangling/4. Data Normalization in Python.mp410.87MB
- 3. Data Wrangling/1. Pre-processing Data in Python.mp47.35MB
- 3. Data Wrangling/5. Binning in Python.mp47.18MB
- 3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.mp45.06MB
- 4. Exploratory Data Analysis/2. Descriptive Statistics.mp415.67MB
- 4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.mp412.78MB
- 4. Exploratory Data Analysis/5. Correlation Statistics.mp411.68MB
- 4. Exploratory Data Analysis/3. GroupBy in Python.mp48.38MB
- 4. Exploratory Data Analysis/4. Correlation.mp47.85MB
- 4. Exploratory Data Analysis/1. Exploratory Data Analysis.mp43.28MB
- 5. Model Development/6. Prediction and Decision Making.mp420.2MB
- 5. Model Development/2. Linear Regression and Multiple Linear Regression.mp419.72MB
- 5. Model Development/4. Polynomial Regression and Pipelines.mp415.46MB
- 5. Model Development/3. Model Evaluation Using Visualization.mp415.01MB
- 5. Model Development/5. Measures for In-Sample Evaluation.mp412.97MB
- 5. Model Development/1. Model Development.mp46.33MB
- 6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.mp425.9MB
- 6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.mp414.3MB
- 6. Model Evaluation and Refinement/3. Ridge Regression.mp412.98MB
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