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| 1.1 Mac.pdf |
1.52Мб |
| 1.2 Windows.pdf |
929.75Кб |
| 1. ChatGPT for smooth python coding in Data Analysis.mp4 |
60.26Мб |
| 1. Day 12 Exploring value counts analysis method.mp4 |
165.62Мб |
| 1. Day 18 Various aspects of hypothesis testing.mp4 |
30.41Мб |
| 1. Day 1 Data analysis and its characteristics.mp4 |
10.58Мб |
| 1. Day 21 Testing normal distribution of numeric variables.mp4 |
42.76Мб |
| 1. Day 26 One way between groups ANOVA.mp4 |
67.33Мб |
| 1. Day 3 Loading dataset in your jupyter notebook.mp4 |
39.10Мб |
| 1. Day 8 Learn data sorting and arrangement.mp4 |
30.87Мб |
| 1. Install Python and Jupyter Notebook.html |
214б |
| 2.1 Complete Data Analysis Work-flow.pptx |
47.11Кб |
| 2.1 Instructions of setting up ChatGPT.pdf |
409.15Кб |
| 2.2 Confidence, significance and p value.pdf |
53.61Кб |
| 2.3 Data Analysis.pptx |
38.73Кб |
| 2.4 Steps in Hypothesis Testing.pdf |
333.52Кб |
| 2.5 Various aspects of Hypothesis.pdf |
58.87Кб |
| 2. Course Resources.html |
92б |
| 2. Day 13 Exploring descriptive statistics analysis method.mp4 |
95.67Мб |
| 2. Day 19 Understand confidence level, significance level and p-value.mp4 |
27.39Мб |
| 2. Day 22 Square root transformation for normal distribution.mp4 |
37.78Мб |
| 2. Day 27 Pearson product-moment correlation coefficient.mp4 |
82.46Мб |
| 2. Day 2 Complete data analysis work-flow.mp4 |
9.86Мб |
| 2. Day 4 Dealing with missing values.mp4 |
81.07Мб |
| 2. Day 9 Learn conditional data filtering.mp4 |
71.67Мб |
| 2. Setting Up ChatGPT for SMART Analysis.html |
190б |
| 3.1 Practice datasets.zip |
123.31Кб |
| 3. Day 10 Learn to merge extra variables.mp4 |
31.14Мб |
| 3. Day 14 Exploring group by analysis method.mp4 |
113.60Мб |
| 3. Day 20 Understand complete steps in hypothesis testing.mp4 |
29.81Мб |
| 3. Day 23 Logarithmic transformation for normal distribution.mp4 |
37.03Мб |
| 3. Day 28 Multiple linear regression analysis with statsmodel.api.mp4 |
103.78Мб |
| 3. Day 5 Dealing with inconsistent values.mp4 |
61.74Мб |
| 3. Practice datasets and instruction for QUIZES.html |
303б |
| 4. Day 11 Learn to concatenate extra data.mp4 |
31.38Мб |
| 4. Day 15 Exploring pivot table analysis method.mp4 |
144.41Мб |
| 4. Day 24 Box-cox transformation for normal distribution.mp4 |
37.91Мб |
| 4. Day 6 Dealing with miss-identified data types.mp4 |
40.32Мб |
| 4. Final QUIZ Hypothesis Testing A-Z.html |
159б |
| 4. QUIZ 4 Understanding Statistical Data Analysis A-Z.html |
159б |
| 5.1 Stage 6- Hypothesis Testing A-Z (Solution).ipynb |
1.18Мб |
| 5. Day 16 Exploring crosstabulation analysis method.mp4 |
68.53Мб |
| 5. Day 25 Yeo-Johnson transformation for normal distribution.mp4 |
41.59Мб |
| 5. Day 7 Dealing with duplicated data.mp4 |
28.25Мб |
| 5. Final Solution Hypothesis Testing A-Z.html |
75б |
| 5. QUIZ 2 Data Manipulation A-Z.html |
159б |
| 6.1 Stage 2- Data Manipulation A-Z (Solution).ipynb |
85.36Кб |
| 6. Day 17 Exploring correlation analysis method.mp4 |
27.08Мб |
| 6. QUIZ 1 Data Cleaning A-Z.html |
159б |
| 6. QUIZ 5 Data Transformation A-Z.html |
159б |
| 6. Solution 2 Data Manipulation A-Z.html |
71б |
| 7.1 Stage 1- Data Cleaning A-Z (Solution).ipynb |
34.81Кб |
| 7.1 Stage 5- Data Transformation A-Z (Solution).ipynb |
1.17Мб |
| 7. QUIZ 3 Exploratory Data Analysis A-Z.html |
159б |
| 7. Solution 1 Data Cleaning A-Z.html |
71б |
| 7. Solution 5 Data Transformation A-Z.html |
71б |
| 8.1 Stage 3- Exploratory Data Analysis A-Z (Solution).ipynb |
748.28Кб |
| 8. Solution 3 Exploratory Data Analysis A-Z.html |
71б |