|
Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
|
| _Cleaned_Data.xlsx |
868B |
| _data+1.xlsx |
864B |
| _data+2.xlsx |
864B |
| _Data+for+cleaning.xlsx |
877B |
| _Extra Data.xlsx |
344B |
| _Extra Variable.xlsx |
344B |
| _practice_filtering+data.xlsx |
937B |
| _sales data.xlsx |
344B |
| 10 - Complete Machine Learning Workflow.mp4 |
5.87MB |
| 11 - Your First Python Code.mp4 |
11.28MB |
| 12 - Variables and naming conventions.mp4 |
28.77MB |
| 13 - Data types integers float strings boolean.mp4 |
29.80MB |
| 14 - Type conversion and casting.mp4 |
36.46MB |
| 15 - Arithmetic operators.mp4 |
32.25MB |
| 16 - Comparison operators.mp4 |
37.01MB |
| 17 - Logical operators and or not.mp4 |
39.91MB |
| 18 - Lists creation indexing slicing modifying.mp4 |
83.55MB |
| 19 - Sets unique elements operations.mp4 |
28.88MB |
| 1 - Install Python and Jupyter Notebook.html |
214B |
| 1 - Mac.pdf |
1.52MB |
| 1 - Windows.pdf |
929.75KB |
| 20 - Dictionaries keyvalue pairs methods.mp4 |
45.17MB |
| 21 - Conditional statements if elif else.mp4 |
19.89MB |
| 22 - Logical expressions in conditions.mp4 |
47.44MB |
| 23 - Looping structures for loops while loops.mp4 |
33.97MB |
| 24 - Defining Creating and Calling functions.mp4 |
16.38MB |
| 25 - Loading dataset.mp4 |
43.54MB |
| 26 - Handling missing values.mp4 |
106.67MB |
| 27 - Deal with inconsistent data.mp4 |
69.52MB |
| 28 - Dealing with missidentified data types.mp4 |
45.22MB |
| 29 - Dealing with duplicated data.mp4 |
23.75MB |
| 2 - Setting up ChatGPT and GPT 4.mp4 |
6.87MB |
| 30 - Sorting and arranging dataset.mp4 |
27.10MB |
| 31 - Filter data based on conditions.mp4 |
40.94MB |
| 32 - Merging or adding variables.mp4 |
47.84MB |
| 33 - Concatenating extra data.mp4 |
49.49MB |
| 34 - Feature engineering.mp4 |
116.61MB |
| 35 - Extracting day months year.mp4 |
42.00MB |
| 36 - Feature encoding.mp4 |
38.85MB |
| 37 - Creating dummy variables.mp4 |
53.34MB |
| 38 - Data normalizing.mp4 |
120.28MB |
| 39 - Splitting data.mp4 |
52.22MB |
| 3 - Download Practice datasets.html |
303B |
| 40 - Linear regression ML model.mp4 |
127.65MB |
| 41 - Decision Tree regression ML model.mp4 |
36.84MB |
| 42 - Random Forest regression ML model.mp4 |
59.77MB |
| 43 - Support Vector regression ML model.mp4 |
46.77MB |
| 44 - Logistic Regression ML model.mp4 |
194.78MB |
| 45 - Decision Tree classification ML model.mp4 |
105.95MB |
| 46 - Random Forest classification ML model.mp4 |
75.94MB |
| 47 - K Nearest Neighbours classification ML model.mp4 |
151.16MB |
| 48 - KMeans Clustering ML model.mp4 |
169.79MB |
| 49 - Getting Started with GPT4 Data Analyst.mp4 |
6.76MB |
| 4 - Data Analysis and Its Characteristics.mp4 |
46.73MB |
| 50 - Identify missing values.mp4 |
14.67MB |
| 51 - Impute missing values.mp4 |
25.03MB |
| 52 - Exploring data types.mp4 |
12.81MB |
| 53 - Finding inconsistent values.mp4 |
10.48MB |
| 54 - Dropping inconsistent values.mp4 |
16.78MB |
| 55 - Dealing with duplicates.mp4 |
76.77MB |
| 56 - Sorting dataset.mp4 |
21.49MB |
| 57 - Filtering datasets.mp4 |
20.40MB |
| 58 - Inner joining method.mp4 |
28.08MB |
| 59 - Other joining methods.mp4 |
21.99MB |
| 5 - Complete data analysis workflow.mp4 |
6.32MB |
| 60 - Boxcox transformation.mp4 |
32.87MB |
| 61 - Feature binning.mp4 |
15.25MB |
| 62 - Feature encoding.mp4 |
15.52MB |
| 63 - Creating dummy variables.mp4 |
15.07MB |
| 64 - Nominal data analysis.mp4 |
17.46MB |
| 65 - Descriptive analysis.mp4 |
56.78MB |
| 66 - Group by data analysis.mp4 |
12.66MB |
| 67 - Crosstabulation analysis.mp4 |
75.92MB |
| 68 - Correlation analysis.mp4 |
45.44MB |
| 69 - Oneway ANOVA analysis.mp4 |
85.77MB |
| 6 - Statistical Analysis and Its Characteristics.mp4 |
19.74MB |
| 70 - Pearson correlation analysis.mp4 |
18.49MB |
| 71 - Regression analysis.mp4 |
74.60MB |
| 72 - Feature scaling and preprocessing.mp4 |
49.03MB |
| 73 - Splitting data into train and test sets.mp4 |
26.85MB |
| 74 - Build and evaluate ML models.mp4 |
50.27MB |
| 7 - Confidence level significance level and Pvalue.mp4 |
20.67MB |
| 8 - Complete hypothesis testing workflow.mp4 |
19.16MB |
| 9 - Machine Learning and Its Characteristics.mp4 |
6.64MB |
| Bonus Resources.txt |
386B |
| Cleaned_Data.xlsx |
74.61KB |
| data+1.xlsx |
41.90KB |
| data+2.xlsx |
45.19KB |
| Data+for+cleaning.xlsx |
74.38KB |
| Extra Data.xlsx |
10.46KB |
| Extra Variable.xlsx |
32.95KB |
| Get Bonus Downloads Here.url |
183B |
| practice_filtering+data.xlsx |
11.47KB |
| sales data.xlsx |
84.98KB |