Intro to Data Science Using Python- Your Best Starting Point番号下载_Intro to Data Science Using Python- Your Best Starting Point番号下载_Intro to Data Science Using Python- Your Best Starting Point下载

Intro to Data Science Using Python- Your Best Starting Point

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种子名称： Intro to Data Science Using Python- Your Best Starting Point
文件类型：视频
文件数目： 29个文件
文件大小： 382.36 MB
收录时间： 2021-11-14 11:27
已经下载： 3次
资源热度： 207
最近下载： 2025-1-20 10:59

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Intro to Data Science Using Python- Your Best Starting Point

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Intro to Data Science Using Python- Your Best Starting Point.torrent

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