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1.1 Classification Modeling.zip |
424.02Кб |
1.1 Confidence Intervals & Hypothesis Testing.zip |
411.58Кб |
1.1 Distribution Types.zip |
254.55Кб |
1.1 Google Colab for Data Science.zip |
6.20Кб |
1.1 Inferential Statistics with Visualizations.zip |
859.87Кб |
1.1 Natural Language Processing.zip |
253.77Кб |
1.1 Regression & Predictions.zip |
397.89Кб |
1.1 Vocabulary & Descriptive Statistics.zip |
18.69Кб |
1. Course Overview.mp4 |
2.63Мб |
1. Course Overview.srt |
6.05Кб |
1. Introduction.mp4 |
685.56Кб |
1. Introduction.mp4 |
688.01Кб |
1. Introduction.mp4 |
721.31Кб |
1. Introduction.mp4 |
770.60Кб |
1. Introduction.mp4 |
852.66Кб |
1. Introduction.mp4 |
899.62Кб |
1. Introduction.mp4 |
1.02Мб |
1. Introduction.srt |
1.21Кб |
1. Introduction.srt |
1.23Кб |
1. Introduction.srt |
1.31Кб |
1. Introduction.srt |
1.36Кб |
1. Introduction.srt |
1.45Кб |
1. Introduction.srt |
1.61Кб |
1. Introduction.srt |
1.98Кб |
10. Model Comparison Tool.mp4 |
21.89Мб |
10. Model Comparison Tool.srt |
32.94Кб |
10. Model Hyper Tuning & Optimization.mp4 |
10.16Мб |
10. Model Hyper Tuning & Optimization.srt |
16.12Кб |
10. Quiz 8.html |
160б |
10. Summary.mp4 |
503.67Кб |
10. Summary.srt |
1.06Кб |
11.1 16155477.zip |
187.60Кб |
11. Model Hyper Tuning & Optimization.mp4 |
17.43Мб |
11. Model Hyper Tuning & Optimization.srt |
21.26Кб |
11. Project Resource File.html |
528б |
11. Quiz 5.html |
160б |
11. Summary.mp4 |
760.11Кб |
11. Summary.srt |
1.34Кб |
12. Quiz 7.html |
160б |
12. Summary.mp4 |
1.09Мб |
12. Summary.srt |
2.12Кб |
13. Quiz 6.html |
160б |
2. Bar Charts.mp4 |
14.36Мб |
2. Bar Charts.srt |
24.51Кб |
2. Data Loading & Exploration.mp4 |
10.49Мб |
2. Data Loading & Exploration.srt |
13.97Кб |
2. Introduction.mp4 |
974.60Кб |
2. Introduction.srt |
2.15Кб |
2. Introduction to General Statistical Vocabulary.mp4 |
9.40Мб |
2. Introduction to General Statistical Vocabulary.srt |
21.38Кб |
2. Introduction to Probability Distributions.mp4 |
3.11Мб |
2. Introduction to Probability Distributions.srt |
6.23Кб |
2. Preparation Part 1 Loading & Exploring Diamonds Data.mp4 |
18.39Мб |
2. Preparation Part 1 Loading & Exploring Diamonds Data.srt |
32.43Кб |
2. Preparation Part 1 Loading & Exploring Penguins Data.mp4 |
10.40Мб |
2. Preparation Part 1 Loading & Exploring Penguins Data.srt |
18.87Кб |
2. Seaborn Sample Data & Fitting.mp4 |
11.50Мб |
2. Seaborn Sample Data & Fitting.srt |
16.28Кб |
3. Google Drive & Colab Introduction.mp4 |
2.18Мб |
3. Google Drive & Colab Introduction.srt |
5.19Кб |
3. Histograms.mp4 |
12.77Мб |
3. Histograms.srt |
21.55Кб |
3. Introduction to Confidence Intervals & Tests.mp4 |
6.11Мб |
3. Introduction to Confidence Intervals & Tests.srt |
12.61Кб |
3. NLTK to Examine Text.mp4 |
7.60Мб |
3. NLTK to Examine Text.srt |
13.48Кб |
3. Preparation Part 2 Categorical Coding & Data Splitting.mp4 |
25.79Мб |
3. Preparation Part 2 Categorical Coding & Data Splitting.srt |
38.75Кб |
3. Preparation Part 2 Cleaning & Preparing Penguins Data.mp4 |
15.94Мб |
3. Preparation Part 2 Cleaning & Preparing Penguins Data.srt |
30.32Кб |
3. Uniform Distribution.mp4 |
11.02Мб |
3. Uniform Distribution.srt |
20.44Кб |
3. Variable Types within Data.mp4 |
19.13Мб |
3. Variable Types within Data.srt |
24.58Кб |
4. Assuming Normality.mp4 |
13.35Мб |
4. Assuming Normality.srt |
22.14Кб |
4. Binomial Distribution.mp4 |
11.57Мб |
4. Binomial Distribution.srt |
22.12Кб |
4. Box Plots.mp4 |
12.72Мб |
4. Box Plots.srt |
22.28Кб |
4. Documentation Exploration.mp4 |
4.59Мб |
4. Documentation Exploration.srt |
7.86Кб |
4. For Loop Creation of 8.2.mp4 |
6.95Мб |
4. For Loop Creation of 8.2.srt |
12.24Кб |
4. Linear Regression.mp4 |
20.72Мб |
4. Linear Regression.srt |
27.23Кб |
4. Naive Bayes.mp4 |
11.73Мб |
4. Naive Bayes.srt |
21.54Кб |
4. Summarizing Data with Counts.mp4 |
16.91Мб |
4. Summarizing Data with Counts.srt |
17.87Кб |
5. Importing Data from Google Drive to Pandas DataFrame.mp4 |
12.33Мб |
5. Importing Data from Google Drive to Pandas DataFrame.srt |
23.82Кб |
5. Logistic Regression.mp4 |
7.99Мб |
5. Logistic Regression.srt |
14.32Кб |
5. Measures of Center, Essential Analytics.mp4 |
16.14Мб |
5. Measures of Center, Essential Analytics.srt |
26.22Кб |
5. Movie Reviews Text Analysis & Frequency.mp4 |
8.22Мб |
5. Movie Reviews Text Analysis & Frequency.srt |
13.59Кб |
5. Normal DataProbability Plots with Means.mp4 |
16.65Мб |
5. Normal DataProbability Plots with Means.srt |
27.26Кб |
5. Poisson Distribution.mp4 |
8.58Мб |
5. Poisson Distribution.srt |
15.77Кб |
5. Polynomial Regression.mp4 |
11.17Мб |
5. Polynomial Regression.srt |
15.68Кб |
5. Scatter Plots.mp4 |
11.44Мб |
5. Scatter Plots.srt |
18.87Кб |
6. Advanced Visualizations.mp4 |
15.95Мб |
6. Advanced Visualizations.srt |
24.28Кб |
6. Correlation Coefficient.mp4 |
11.39Мб |
6. Correlation Coefficient.srt |
19.21Кб |
6. Finding Features of Textual Data.mp4 |
5.23Мб |
6. Finding Features of Textual Data.srt |
7.49Кб |
6. Importing Data from OneDrive to Pandas DataFrame.mp4 |
12.85Мб |
6. Importing Data from OneDrive to Pandas DataFrame.srt |
21.88Кб |
6. K-Nearest Neighbors.mp4 |
6.41Мб |
6. K-Nearest Neighbors.srt |
9.16Кб |
6. Normal Data Categorical Confidence Intervals.mp4 |
25.48Мб |
6. Normal Data Categorical Confidence Intervals.srt |
42.62Кб |
6. Normal Distribution.mp4 |
15.11Мб |
6. Normal Distribution.srt |
22.72Кб |
6. Ridge Regression.mp4 |
9.67Мб |
6. Ridge Regression.srt |
13.54Кб |
7. Fitting Distributions - Advanced.mp4 |
17.05Мб |
7. Fitting Distributions - Advanced.srt |
19.31Кб |
7. Lasso Regression.mp4 |
12.76Мб |
7. Lasso Regression.srt |
16.35Кб |
7. Naive Bayes with NLTK.mp4 |
6.64Мб |
7. Naive Bayes with NLTK.srt |
10.76Кб |
7. Normal Data Quantitative Confidence Intervals.mp4 |
28.00Мб |
7. Normal Data Quantitative Confidence Intervals.srt |
43.51Кб |
7. Sharing a Colab Notebook.mp4 |
2.90Мб |
7. Sharing a Colab Notebook.srt |
6.47Кб |
7. Summary.mp4 |
831.27Кб |
7. Summary.mp4 |
923.97Кб |
7. Summary.srt |
1.57Кб |
7. Summary.srt |
1.92Кб |
7. SVM.mp4 |
10.27Мб |
7. SVM.srt |
14.08Кб |
8. ANOVA.mp4 |
14.39Мб |
8. ANOVA.srt |
22.51Кб |
8. Cosine Similarity Between Texts.mp4 |
19.84Мб |
8. Cosine Similarity Between Texts.srt |
34.44Кб |
8. ElasticNet Regression.mp4 |
12.14Мб |
8. ElasticNet Regression.srt |
17.37Кб |
8. Quiz-2.html |
160б |
8. Quiz 4.html |
160б |
8. Random Forest.mp4 |
5.02Мб |
8. Random Forest.srt |
8.00Кб |
8. Summary.mp4 |
563.49Кб |
8. Summary.mp4 |
2.50Мб |
8. Summary.srt |
1.08Кб |
8. Summary.srt |
5.19Кб |
9. Model Comparison Tool.mp4 |
20.88Мб |
9. Model Comparison Tool.srt |
36.31Кб |
9. Non-Normal Data & Bootstrap.mp4 |
23.40Мб |
9. Non-Normal Data & Bootstrap.srt |
36.96Кб |
9. Quiz 1.html |
160б |
9. Quiz 3.html |
160б |
9. Random Forest Regression.mp4 |
9.80Мб |
9. Random Forest Regression.srt |
14.49Кб |
9. Summary.mp4 |
649.49Кб |
9. Summary.srt |
1.19Кб |