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 |