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Lynda - Python Statistics Essential Training
Size 431.19 MB
Files 78
Info Hash: B2F4FE5B78ED0B8ABA9D385FD219F2C5830A7B7A
Indexed 2018-07-20 10:41:16
Updated 2026-06-09 18:12:45
📂 File List (78)
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0.Introduction/01.Welcome.en.srt
1.83 KB
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0.Introduction/01.Welcome.mp4
6.91 MB
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0.Introduction/02.What you need to know.en.srt
1.51 KB
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0.Introduction/02.What you need to know.mp4
1.23 MB
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0.Introduction/03.Using the exercise files.en.srt
1.36 KB
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0.Introduction/03.Using the exercise files.mp4
3 MB
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1.1. Installation and Setup/04.Install Anaconda Python on OS X.en.srt
5.02 KB
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1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp4
8.1 MB
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1.1. Installation and Setup/05.Install Anaconda Python on Windows.en.srt
4.2 KB
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1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp4
10.32 MB
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1.1. Installation and Setup/06.Working with Jupyter Notebook.en.srt
3.55 KB
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1.1. Installation and Setup/06.Working with Jupyter Notebook.mp4
6.53 MB
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1.1. Installation and Setup/07.Using Python in the cloud.en.srt
3.32 KB
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1.1. Installation and Setup/07.Using Python in the cloud.mp4
8.8 MB
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2.2. Importing and Cleaning Data/08.The structure of data.en.srt
2.73 KB
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2.2. Importing and Cleaning Data/08.The structure of data.mp4
3.05 MB
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2.2. Importing and Cleaning Data/09.Create tidy data tables.en.srt
7.07 KB
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2.2. Importing and Cleaning Data/09.Create tidy data tables.mp4
11.16 MB
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2.2. Importing and Cleaning Data/10.Introducing pandas.en.srt
8.3 KB
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2.2. Importing and Cleaning Data/10.Introducing pandas.mp4
18.89 MB
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2.2. Importing and Cleaning Data/11.Data cleaning.en.srt
13.22 KB
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2.2. Importing and Cleaning Data/11.Data cleaning.mp4
33.44 MB
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2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.en.srt
1.59 KB
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2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.mp4
3.39 MB
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2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.en.srt
3.73 KB
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2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.mp4
10 MB
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3.3. Visualizing and Describing Data/14.The power of visualization.en.srt
8.44 KB
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3.3. Visualizing and Describing Data/14.The power of visualization.mp4
20.03 MB
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3.3. Visualizing and Describing Data/15.Describe distributions.en.srt
6.95 KB
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3.3. Visualizing and Describing Data/15.Describe distributions.mp4
9.07 MB
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3.3. Visualizing and Describing Data/16.Plot distributions.en.srt
8.08 KB
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3.3. Visualizing and Describing Data/16.Plot distributions.mp4
18.79 MB
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3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.en.srt
5.84 KB
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3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.mp4
16.72 MB
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3.3. Visualizing and Describing Data/18.More quantitative variables.en.srt
7.26 KB
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3.3. Visualizing and Describing Data/18.More quantitative variables.mp4
21.5 MB
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3.3. Visualizing and Describing Data/19.Describe categorical variables.en.srt
5.63 KB
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3.3. Visualizing and Describing Data/19.Describe categorical variables.mp4
11.97 MB
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3.3. Visualizing and Describing Data/20.Plot categorical variables.en.srt
4.32 KB
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3.3. Visualizing and Describing Data/20.Plot categorical variables.mp4
11.94 MB
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3.3. Visualizing and Describing Data/21.Personal email analytics.en.srt
10.57 KB
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3.3. Visualizing and Describing Data/21.Personal email analytics.mp4
28.99 MB
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3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.en.srt
526 B
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3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.mp4
1.33 MB
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3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.en.srt
1.63 KB
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3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.mp4
4.63 MB
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4.4. Introduction to Statistical Inference/24.Statistical inference.en.srt
2.31 KB
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4.4. Introduction to Statistical Inference/24.Statistical inference.mp4
2.88 MB
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4.4. Introduction to Statistical Inference/25.Confidence intervals.en.srt
11.68 KB
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4.4. Introduction to Statistical Inference/25.Confidence intervals.mp4
17.18 MB
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4.4. Introduction to Statistical Inference/26.Bootstrapping.en.srt
7.66 KB
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4.4. Introduction to Statistical Inference/26.Bootstrapping.mp4
17.06 MB
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4.4. Introduction to Statistical Inference/27.Hypothesis testing.en.srt
9.06 KB
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4.4. Introduction to Statistical Inference/27.Hypothesis testing.mp4
19.52 MB
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4.4. Introduction to Statistical Inference/28.p values and confidence intervals.en.srt
5.79 KB
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4.4. Introduction to Statistical Inference/28.p values and confidence intervals.mp4
13.35 MB
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4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.en.srt
476 B
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4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.mp4
1.12 MB
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4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.en.srt
1.57 KB
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4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.mp4
4.29 MB
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5.5. Introduction to Statistical Modeling/31.Statistical modeling.en.srt
2.56 KB
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5.5. Introduction to Statistical Modeling/31.Statistical modeling.mp4
2.39 MB
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5.5. Introduction to Statistical Modeling/32.Fitting models to data.en.srt
9.77 KB
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5.5. Introduction to Statistical Modeling/32.Fitting models to data.mp4
16.49 MB
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5.5. Introduction to Statistical Modeling/33.Goodness of fit.en.srt
8 KB
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5.5. Introduction to Statistical Modeling/33.Goodness of fit.mp4
13.99 MB
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5.5. Introduction to Statistical Modeling/34.Cross validation.en.srt
7.09 KB
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5.5. Introduction to Statistical Modeling/34.Cross validation.mp4
13.1 MB
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5.5. Introduction to Statistical Modeling/35.Logistic regression.en.srt
7.36 KB
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5.5. Introduction to Statistical Modeling/35.Logistic regression.mp4
11.09 MB
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5.5. Introduction to Statistical Modeling/36.Bayesian inference.en.srt
11.13 KB
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5.5. Introduction to Statistical Modeling/36.Bayesian inference.mp4
19.04 MB
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5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.en.srt
1.18 KB
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5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.mp4
2.8 MB
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5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.en.srt
1.33 KB
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5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.mp4
4.02 MB
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6.Conclusion/39.Next steps.en.srt
3.23 KB
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6.Conclusion/39.Next steps.mp4
2.9 MB
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