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[Udemy] Statistics & Mathematics for Data Science in Python [2020, ENG]
磁力链接/BT种子名称
[Udemy] Statistics & Mathematics for Data Science in Python [2020, ENG]
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c9089fed8ead6eff1f548d041963d7b044f09387
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收录时间:
2021-03-27
最近下载:
2024-12-06
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文件列表
5. Confidence Intervals & Hypothesis Testing/7. Normal Data Quantitative Confidence Intervals.mp4
29.4 MB
6. Regression & Predictions/3. Preparation Part 2 Categorical Coding & Data Splitting.mp4
27.0 MB
5. Confidence Intervals & Hypothesis Testing/6. Normal Data Categorical Confidence Intervals.mp4
26.7 MB
5. Confidence Intervals & Hypothesis Testing/9. Non-Normal Data & Bootstrap.mp4
24.5 MB
6. Regression & Predictions/10. Model Comparison Tool.mp4
23.0 MB
7. Classification Modeling/9. Model Comparison Tool.mp4
21.9 MB
6. Regression & Predictions/4. Linear Regression.mp4
21.7 MB
8. Natural Language Processing/8. Cosine Similarity Between Texts.mp4
20.8 MB
2. Vocabulary & Descriptive Statistics/3. Variable Types within Data.mp4
20.1 MB
6. Regression & Predictions/2. Preparation Part 1 Loading & Exploring Diamonds Data.mp4
19.3 MB
6. Regression & Predictions/11. Model Hyper Tuning & Optimization.mp4
18.3 MB
3. Distribution Types/7. Fitting Distributions - Advanced.mp4
17.9 MB
2. Vocabulary & Descriptive Statistics/4. Summarizing Data with Counts.mp4
17.7 MB
5. Confidence Intervals & Hypothesis Testing/5. Normal DataProbability Plots with Means.mp4
17.5 MB
2. Vocabulary & Descriptive Statistics/5. Measures of Center, Essential Analytics.mp4
16.9 MB
4. Inferential Statistics with Visualizations/6. Advanced Visualizations.mp4
16.7 MB
7. Classification Modeling/3. Preparation Part 2 Cleaning & Preparing Penguins Data.mp4
16.7 MB
3. Distribution Types/6. Normal Distribution.mp4
15.8 MB
5. Confidence Intervals & Hypothesis Testing/8. ANOVA.mp4
15.1 MB
4. Inferential Statistics with Visualizations/2. Bar Charts.mp4
15.1 MB
5. Confidence Intervals & Hypothesis Testing/4. Assuming Normality.mp4
14.0 MB
1. Google Colab for Data Science/6. Importing Data from OneDrive to Pandas DataFrame.mp4
13.5 MB
4. Inferential Statistics with Visualizations/3. Histograms.mp4
13.4 MB
6. Regression & Predictions/7. Lasso Regression.mp4
13.4 MB
4. Inferential Statistics with Visualizations/4. Box Plots.mp4
13.3 MB
1. Google Colab for Data Science/5. Importing Data from Google Drive to Pandas DataFrame.mp4
12.9 MB
6. Regression & Predictions/8. ElasticNet Regression.mp4
12.7 MB
7. Classification Modeling/4. Naive Bayes.mp4
12.3 MB
3. Distribution Types/4. Binomial Distribution.mp4
12.1 MB
5. Confidence Intervals & Hypothesis Testing/2. Seaborn Sample Data & Fitting.mp4
12.1 MB
4. Inferential Statistics with Visualizations/5. Scatter Plots.mp4
12.0 MB
2. Vocabulary & Descriptive Statistics/6. Correlation Coefficient.mp4
11.9 MB
6. Regression & Predictions/5. Polynomial Regression.mp4
11.7 MB
3. Distribution Types/3. Uniform Distribution.mp4
11.6 MB
8. Natural Language Processing/2. Data Loading & Exploration.mp4
11.0 MB
7. Classification Modeling/2. Preparation Part 1 Loading & Exploring Penguins Data.mp4
10.9 MB
7. Classification Modeling/7. SVM.mp4
10.8 MB
7. Classification Modeling/10. Model Hyper Tuning & Optimization.mp4
10.6 MB
6. Regression & Predictions/9. Random Forest Regression.mp4
10.3 MB
6. Regression & Predictions/6. Ridge Regression.mp4
10.1 MB
2. Vocabulary & Descriptive Statistics/2. Introduction to General Statistical Vocabulary.mp4
9.9 MB
3. Distribution Types/5. Poisson Distribution.mp4
9.0 MB
8. Natural Language Processing/5. Movie Reviews Text Analysis & Frequency.mp4
8.6 MB
7. Classification Modeling/5. Logistic Regression.mp4
8.4 MB
8. Natural Language Processing/3. NLTK to Examine Text.mp4
8.0 MB
8. Natural Language Processing/4. For Loop Creation of 8.2.mp4
7.3 MB
8. Natural Language Processing/7. Naive Bayes with NLTK.mp4
7.0 MB
7. Classification Modeling/6. K-Nearest Neighbors.mp4
6.7 MB
5. Confidence Intervals & Hypothesis Testing/3. Introduction to Confidence Intervals & Tests.mp4
6.4 MB
8. Natural Language Processing/6. Finding Features of Textual Data.mp4
5.5 MB
7. Classification Modeling/8. Random Forest.mp4
5.3 MB
1. Google Colab for Data Science/4. Documentation Exploration.mp4
4.8 MB
3. Distribution Types/2. Introduction to Probability Distributions.mp4
3.3 MB
1. Google Colab for Data Science/7. Sharing a Colab Notebook.mp4
3.0 MB
1. Google Colab for Data Science/1. Course Overview.mp4
2.8 MB
3. Distribution Types/8. Summary.mp4
2.6 MB
1. Google Colab for Data Science/3. Google Drive & Colab Introduction.mp4
2.3 MB
6. Regression & Predictions/12. Summary.mp4
1.1 MB
4. Inferential Statistics with Visualizations/1. Introduction.mp4
1.1 MB
1. Google Colab for Data Science/2. Introduction.mp4
998.0 kB
2. Vocabulary & Descriptive Statistics/7. Summary.mp4
946.1 kB
7. Classification Modeling/1. Introduction.mp4
921.2 kB
4. Inferential Statistics with Visualizations/1.1 Inferential Statistics with Visualizations.zip
880.5 kB
5. Confidence Intervals & Hypothesis Testing/1. Introduction.mp4
873.1 kB
4. Inferential Statistics with Visualizations/7. Summary.mp4
851.2 kB
8. Natural Language Processing/1. Introduction.mp4
789.1 kB
7. Classification Modeling/11. Summary.mp4
778.4 kB
6. Regression & Predictions/1. Introduction.mp4
738.6 kB
2. Vocabulary & Descriptive Statistics/1. Introduction.mp4
704.5 kB
3. Distribution Types/1. Introduction.mp4
702.0 kB
8. Natural Language Processing/9. Summary.mp4
665.1 kB
1. Google Colab for Data Science/8. Summary.mp4
577.0 kB
5. Confidence Intervals & Hypothesis Testing/10. Summary.mp4
515.8 kB
7. Classification Modeling/1.1 Classification Modeling.zip
434.2 kB
5. Confidence Intervals & Hypothesis Testing/1.1 Confidence Intervals & Hypothesis Testing.zip
421.5 kB
6. Regression & Predictions/1.1 Regression & Predictions.zip
407.4 kB
3. Distribution Types/1.1 Distribution Types.zip
260.7 kB
8. Natural Language Processing/1.1 Natural Language Processing.zip
259.9 kB
8. Natural Language Processing/11.1 16155477.zip
192.1 kB
5. Confidence Intervals & Hypothesis Testing/7. Normal Data Quantitative Confidence Intervals.srt
44.6 kB
5. Confidence Intervals & Hypothesis Testing/6. Normal Data Categorical Confidence Intervals.srt
43.6 kB
6. Regression & Predictions/3. Preparation Part 2 Categorical Coding & Data Splitting.srt
39.7 kB
5. Confidence Intervals & Hypothesis Testing/9. Non-Normal Data & Bootstrap.srt
37.8 kB
7. Classification Modeling/9. Model Comparison Tool.srt
37.2 kB
8. Natural Language Processing/8. Cosine Similarity Between Texts.srt
35.3 kB
6. Regression & Predictions/10. Model Comparison Tool.srt
33.7 kB
6. Regression & Predictions/2. Preparation Part 1 Loading & Exploring Diamonds Data.srt
33.2 kB
7. Classification Modeling/3. Preparation Part 2 Cleaning & Preparing Penguins Data.srt
31.0 kB
5. Confidence Intervals & Hypothesis Testing/5. Normal DataProbability Plots with Means.srt
27.9 kB
6. Regression & Predictions/4. Linear Regression.srt
27.9 kB
2. Vocabulary & Descriptive Statistics/5. Measures of Center, Essential Analytics.srt
26.8 kB
2. Vocabulary & Descriptive Statistics/3. Variable Types within Data.srt
25.2 kB
4. Inferential Statistics with Visualizations/2. Bar Charts.srt
25.1 kB
4. Inferential Statistics with Visualizations/6. Advanced Visualizations.srt
24.9 kB
1. Google Colab for Data Science/5. Importing Data from Google Drive to Pandas DataFrame.srt
24.4 kB
3. Distribution Types/6. Normal Distribution.srt
23.3 kB
5. Confidence Intervals & Hypothesis Testing/8. ANOVA.srt
23.1 kB
4. Inferential Statistics with Visualizations/4. Box Plots.srt
22.8 kB
5. Confidence Intervals & Hypothesis Testing/4. Assuming Normality.srt
22.7 kB
3. Distribution Types/4. Binomial Distribution.srt
22.6 kB
1. Google Colab for Data Science/6. Importing Data from OneDrive to Pandas DataFrame.srt
22.4 kB
4. Inferential Statistics with Visualizations/3. Histograms.srt
22.1 kB
7. Classification Modeling/4. Naive Bayes.srt
22.1 kB
2. Vocabulary & Descriptive Statistics/2. Introduction to General Statistical Vocabulary.srt
21.9 kB
6. Regression & Predictions/11. Model Hyper Tuning & Optimization.srt
21.8 kB
3. Distribution Types/3. Uniform Distribution.srt
20.9 kB
3. Distribution Types/7. Fitting Distributions - Advanced.srt
19.8 kB
2. Vocabulary & Descriptive Statistics/6. Correlation Coefficient.srt
19.7 kB
4. Inferential Statistics with Visualizations/5. Scatter Plots.srt
19.3 kB
7. Classification Modeling/2. Preparation Part 1 Loading & Exploring Penguins Data.srt
19.3 kB
2. Vocabulary & Descriptive Statistics/1.1 Vocabulary & Descriptive Statistics.zip
19.1 kB
2. Vocabulary & Descriptive Statistics/4. Summarizing Data with Counts.srt
18.3 kB
6. Regression & Predictions/8. ElasticNet Regression.srt
17.8 kB
6. Regression & Predictions/7. Lasso Regression.srt
16.7 kB
5. Confidence Intervals & Hypothesis Testing/2. Seaborn Sample Data & Fitting.srt
16.7 kB
7. Classification Modeling/10. Model Hyper Tuning & Optimization.srt
16.5 kB
3. Distribution Types/5. Poisson Distribution.srt
16.1 kB
6. Regression & Predictions/5. Polynomial Regression.srt
16.1 kB
6. Regression & Predictions/9. Random Forest Regression.srt
14.8 kB
7. Classification Modeling/5. Logistic Regression.srt
14.7 kB
7. Classification Modeling/7. SVM.srt
14.4 kB
8. Natural Language Processing/2. Data Loading & Exploration.srt
14.3 kB
8. Natural Language Processing/5. Movie Reviews Text Analysis & Frequency.srt
13.9 kB
6. Regression & Predictions/6. Ridge Regression.srt
13.9 kB
8. Natural Language Processing/3. NLTK to Examine Text.srt
13.8 kB
5. Confidence Intervals & Hypothesis Testing/3. Introduction to Confidence Intervals & Tests.srt
12.9 kB
8. Natural Language Processing/4. For Loop Creation of 8.2.srt
12.5 kB
8. Natural Language Processing/7. Naive Bayes with NLTK.srt
11.0 kB
7. Classification Modeling/6. K-Nearest Neighbors.srt
9.4 kB
7. Classification Modeling/8. Random Forest.srt
8.2 kB
1. Google Colab for Data Science/4. Documentation Exploration.srt
8.1 kB
8. Natural Language Processing/6. Finding Features of Textual Data.srt
7.7 kB
1. Google Colab for Data Science/7. Sharing a Colab Notebook.srt
6.6 kB
3. Distribution Types/2. Introduction to Probability Distributions.srt
6.4 kB
1. Google Colab for Data Science/1.1 Google Colab for Data Science.zip
6.4 kB
1. Google Colab for Data Science/1. Course Overview.srt
6.2 kB
1. Google Colab for Data Science/3. Google Drive & Colab Introduction.srt
5.3 kB
3. Distribution Types/8. Summary.srt
5.3 kB
1. Google Colab for Data Science/2. Introduction.srt
2.2 kB
6. Regression & Predictions/12. Summary.srt
2.2 kB
4. Inferential Statistics with Visualizations/1. Introduction.srt
2.0 kB
2. Vocabulary & Descriptive Statistics/7. Summary.srt
2.0 kB
5. Confidence Intervals & Hypothesis Testing/1. Introduction.srt
1.7 kB
4. Inferential Statistics with Visualizations/7. Summary.srt
1.6 kB
7. Classification Modeling/1. Introduction.srt
1.5 kB
2. Vocabulary & Descriptive Statistics/1. Introduction.srt
1.4 kB
7. Classification Modeling/11. Summary.srt
1.4 kB
6. Regression & Predictions/1. Introduction.srt
1.3 kB
8. Natural Language Processing/1. Introduction.srt
1.3 kB
3. Distribution Types/1. Introduction.srt
1.2 kB
8. Natural Language Processing/9. Summary.srt
1.2 kB
1. Google Colab for Data Science/8. Summary.srt
1.1 kB
5. Confidence Intervals & Hypothesis Testing/10. Summary.srt
1.1 kB
8. Natural Language Processing/11. Project Resource File.html
528 Bytes
7. Classification Modeling/12. Quiz 7.html
160 Bytes
6. Regression & Predictions/13. Quiz 6.html
160 Bytes
1. Google Colab for Data Science/9. Quiz 1.html
160 Bytes
4. Inferential Statistics with Visualizations/8. Quiz 4.html
160 Bytes
2. Vocabulary & Descriptive Statistics/8. Quiz-2.html
160 Bytes
5. Confidence Intervals & Hypothesis Testing/11. Quiz 5.html
160 Bytes
3. Distribution Types/9. Quiz 3.html
160 Bytes
8. Natural Language Processing/10. Quiz 8.html
160 Bytes
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