Intro to Data Science Using Python- Your Best Starting Point

Torrent Hash:
85A35164F7852B4A7605F143909004A3CF279BB9
Number of Files:
63
Content Size:
382.5MB
Convert On:
2020-06-05
Magnet Link:
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File Name
Size
1. Pre Introduction Installation and Guides/1. Installing Anaconda.mp4
23.54MB
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1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.mp4
22.35MB
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1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.mp4
5.72MB
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1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.srt
7.84KB
1. Pre Introduction Installation and Guides/1. Installing Anaconda.srt
5.13KB
1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.srt
1.29KB
2. Review Introduction/5. Getting Started Analyzing Data in Python.mp4
17.6MB
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2. Review Introduction/4. Importing and Exporting Data in Python.mp4
17.6MB
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2. Review Introduction/2. Understanding the Data.mp4
16.74MB
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2. Review Introduction/1. The Problem.mp4
9.33MB
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2. Review Introduction/3. Python Packages for Data Science.mp4
6.72MB
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2. Review Introduction/4. Importing and Exporting Data in Python.srt
5.43KB
2. Review Introduction/5. Getting Started Analyzing Data in Python.srt
5.43KB
2. Review Introduction/3. Python Packages for Data Science.srt
3.32KB
2. Review Introduction/2. Understanding the Data.srt
3.2KB
2. Review Introduction/1. The Problem.srt
2.83KB
2. Review Introduction/6. Lab 1 Review Introduction.html
174B
3. Data Wrangling/2. Dealing with Missing Values in Python.mp4
17.75MB
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3. Data Wrangling/3. Data Formatting in Python.mp4
12.05MB
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3. Data Wrangling/4. Data Normalization in Python.mp4
10.87MB
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3. Data Wrangling/1. Pre-processing Data in Python.mp4
7.35MB
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3. Data Wrangling/5. Binning in Python.mp4
7.18MB
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3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.mp4
5.06MB
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3. Data Wrangling/2. Dealing with Missing Values in Python.srt
8.02KB
3. Data Wrangling/4. Data Normalization in Python.srt
4.83KB
3. Data Wrangling/3. Data Formatting in Python.srt
4.3KB
3. Data Wrangling/1. Pre-processing Data in Python.srt
3.05KB
3. Data Wrangling/5. Binning in Python.srt
2.61KB
3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.srt
2.26KB
3. Data Wrangling/7. Lab 2 Data Wrangling.html
174B
4. Exploratory Data Analysis/2. Descriptive Statistics.mp4
15.67MB
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4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.mp4
12.78MB
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4. Exploratory Data Analysis/5. Correlation Statistics.mp4
11.68MB
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4. Exploratory Data Analysis/3. GroupBy in Python.mp4
8.38MB
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4. Exploratory Data Analysis/4. Correlation.mp4
7.85MB
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4. Exploratory Data Analysis/1. Exploratory Data Analysis.mp4
3.28MB
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4. Exploratory Data Analysis/2. Descriptive Statistics.srt
6.91KB
4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.srt
5.11KB
4. Exploratory Data Analysis/3. GroupBy in Python.srt
4.61KB
4. Exploratory Data Analysis/5. Correlation Statistics.srt
4.3KB
4. Exploratory Data Analysis/4. Correlation.srt
3.49KB
4. Exploratory Data Analysis/1. Exploratory Data Analysis.srt
1.69KB
4. Exploratory Data Analysis/7. Lab 3 Exploratory Data Analysis.html
174B
5. Model Development/6. Prediction and Decision Making.mp4
20.2MB
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5. Model Development/2. Linear Regression and Multiple Linear Regression.mp4
19.72MB
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5. Model Development/4. Polynomial Regression and Pipelines.mp4
15.46MB
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5. Model Development/3. Model Evaluation Using Visualization.mp4
15.01MB
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5. Model Development/5. Measures for In-Sample Evaluation.mp4
12.97MB
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5. Model Development/1. Model Development.mp4
6.33MB
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5. Model Development/2. Linear Regression and Multiple Linear Regression.srt
7.91KB
5. Model Development/6. Prediction and Decision Making.srt
7.1KB
5. Model Development/3. Model Evaluation Using Visualization.srt
6.32KB
5. Model Development/4. Polynomial Regression and Pipelines.srt
6.16KB
5. Model Development/5. Measures for In-Sample Evaluation.srt
4.8KB
5. Model Development/1. Model Development.srt
2.27KB
5. Model Development/7. Lab 4 Model Development.html
174B
6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.mp4
25.9MB
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6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.mp4
14.3MB
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6. Model Evaluation and Refinement/3. Ridge Regression.mp4
12.98MB
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6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.srt
10.72KB
6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.srt
6.35KB
6. Model Evaluation and Refinement/3. Ridge Regression.srt
6.24KB
6. Model Evaluation and Refinement/4. Lab 5 Model Evaluation and Refinement.html
174B

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