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