Intro to Data Science Using Python Your Best Starting Point | 598ABDE7013850B68EDC9EE301ADD1A2642988D0

Intro to Data Science Using Python Your Best Starting Point

Name	Intro to Data Science Using Python- Your Best Starting Point	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	401.1 MB
Total Files	67
Hash	598ABDE7013850B68EDC9EE301ADD1A2642988D0

/.../6. Model Evaluation and Refinement/
1. Model Evaluation and Refinement.mp4	27.2 MB
1. Model Evaluation and Refinement.srt	11.0 KB
2. Overfitting, Underfitting and Model Selection.mp4	15.0 MB
2. Overfitting, Underfitting and Model Selection.srt	6.5 KB
3. Ridge Regression.mp4	13.6 MB
3. Ridge Regression.srt	6.4 KB
4. Lab 5 Model Evaluation and Refinement.html	0.2 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Intro to Data Science Using Python- Your Best Starting Point/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/.../1. Pre Introduction Installation and Guides/
1. Installing Anaconda.mp4	24.7 MB
1. Installing Anaconda.srt	5.3 KB
2. Your Way Around Jupyter Notebooks.mp4	23.4 MB
2. Your Way Around Jupyter Notebooks.srt	8.0 KB
3. Dealing with The Course's Notebooks.mp4	6.0 MB
3. Dealing with The Course's Notebooks.srt	1.3 KB
/2. Review Introduction/
1. The Problem.mp4	9.8 MB
1. The Problem.srt	2.9 KB
2. Understanding the Data.mp4	17.6 MB
2. Understanding the Data.srt	3.3 KB
3. Python Packages for Data Science.mp4	7.0 MB
3. Python Packages for Data Science.srt	3.4 KB
4. Importing and Exporting Data in Python.mp4	18.5 MB
4. Importing and Exporting Data in Python.srt	5.6 KB
5. Getting Started Analyzing Data in Python.mp4	18.5 MB
5. Getting Started Analyzing Data in Python.srt	5.6 KB
6. Lab 1 Review Introduction.html	0.2 KB
/3. Data Wrangling/
1. Pre-processing Data in Python.mp4	7.7 MB
1. Pre-processing Data in Python.srt	3.1 KB
2. Dealing with Missing Values in Python.mp4	18.6 MB
2. Dealing with Missing Values in Python.srt	8.2 KB
3. Data Formatting in Python.mp4	12.6 MB
3. Data Formatting in Python.srt	4.4 KB
4. Data Normalization in Python.mp4	11.4 MB
4. Data Normalization in Python.srt	5.0 KB
5. Binning in Python.mp4	7.5 MB
5. Binning in Python.srt	2.7 KB
6. Turning Categorical Variables into Quantitative Variables in Python.mp4	5.3 MB
6. Turning Categorical Variables into Quantitative Variables in Python.srt	2.3 KB
7. Lab 2 Data Wrangling.html	0.2 KB
/.../4. Exploratory Data Analysis/
1. Exploratory Data Analysis.mp4	3.4 MB
1. Exploratory Data Analysis.srt	1.7 KB
2. Descriptive Statistics.mp4	16.4 MB
2. Descriptive Statistics.srt	7.1 KB
3. GroupBy in Python.mp4	8.8 MB
3. GroupBy in Python.srt	4.7 KB
4. Correlation.mp4	8.2 MB
4. Correlation.srt	3.6 KB
5. Correlation Statistics.mp4	12.2 MB
5. Correlation Statistics.srt	4.4 KB
6. Analysis of Variance ANOVA.mp4	13.4 MB
6. Analysis of Variance ANOVA.srt	5.2 KB
7. Lab 3 Exploratory Data Analysis.html	0.2 KB
/5. Model Development/
1. Model Development.mp4	6.6 MB
1. Model Development.srt	2.3 KB
2. Linear Regression and Multiple Linear Regression.mp4	20.7 MB
2. Linear Regression and Multiple Linear Regression.srt	8.1 KB
3. Model Evaluation Using Visualization.mp4	15.7 MB
3. Model Evaluation Using Visualization.srt	6.5 KB
4. Polynomial Regression and Pipelines.mp4	16.2 MB
4. Polynomial Regression and Pipelines.srt	6.3 KB
5. Measures for In-Sample Evaluation.mp4	13.6 MB
5. Measures for In-Sample Evaluation.srt	4.9 KB
6. Prediction and Decision Making.mp4	21.2 MB
6. Prediction and Decision Making.srt	7.3 KB
7. Lab 4 Model Development.html	0.2 KB
Total files 67