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Intro to Data Science Using Python- Your Best Starting Point
magnet:?xt=urn:btih:85a35164f7852b4a7605f143909004a3cf279bb9&dn=Intro to Data Science Using Python- Your Best Starting Point
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85a35164f7852b4a7605f143909004a3cf279bb9
infohash:
29
文件数量
382.36 MB
文件大小
2021-11-14 11:27
创建日期
2024-11-10 12:39
最后访问
相关分词
Intro
to
Data
Science
Using
Python-
Your
Best
Starting
Point
1. Pre Introduction Installation and Guides/1. Installing Anaconda.mp4 23.54 MB
1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.mp4 22.35 MB
1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.mp4 5.72 MB
2. Review Introduction/5. Getting Started Analyzing Data in Python.mp4 17.6 MB
2. Review Introduction/4. Importing and Exporting Data in Python.mp4 17.6 MB
2. Review Introduction/2. Understanding the Data.mp4 16.74 MB
2. Review Introduction/1. The Problem.mp4 9.33 MB
2. Review Introduction/3. Python Packages for Data Science.mp4 6.72 MB
3. Data Wrangling/2. Dealing with Missing Values in Python.mp4 17.75 MB
3. Data Wrangling/3. Data Formatting in Python.mp4 12.05 MB
3. Data Wrangling/4. Data Normalization in Python.mp4 10.87 MB
3. Data Wrangling/1. Pre-processing Data in Python.mp4 7.35 MB
3. Data Wrangling/5. Binning in Python.mp4 7.18 MB
3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.mp4 5.06 MB
4. Exploratory Data Analysis/2. Descriptive Statistics.mp4 15.67 MB
4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.mp4 12.78 MB
4. Exploratory Data Analysis/5. Correlation Statistics.mp4 11.68 MB
4. Exploratory Data Analysis/3. GroupBy in Python.mp4 8.38 MB
4. Exploratory Data Analysis/4. Correlation.mp4 7.85 MB
4. Exploratory Data Analysis/1. Exploratory Data Analysis.mp4 3.28 MB
5. Model Development/6. Prediction and Decision Making.mp4 20.2 MB
5. Model Development/2. Linear Regression and Multiple Linear Regression.mp4 19.72 MB
5. Model Development/4. Polynomial Regression and Pipelines.mp4 15.46 MB
5. Model Development/3. Model Evaluation Using Visualization.mp4 15.01 MB
5. Model Development/5. Measures for In-Sample Evaluation.mp4 12.97 MB
5. Model Development/1. Model Development.mp4 6.33 MB
6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.mp4 25.9 MB
6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.mp4 14.3 MB
6. Model Evaluation and Refinement/3. Ridge Regression.mp4 12.98 MB
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