3.22 GB | 22min 17s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
1 Introduction to data analysis.mp4 (10.58 MB)
2 Steps in data analysis workflow.mp4 (9.85 MB)
1 Importing dataset into Jupyter Notebook.mp4 (39.1 MB)
2 Imputing missing values with SimpleImputer.mp4 (81.06 MB)
3 Finding and dealing with inconsistent data.mp4 (61.75 MB)
4 Identify and assign correct dataset.mp4 (40.35 MB)
5 Dealing with duplicate values.mp4 (28.25 MB)
1 Sorting and arranging dataset.mp4 (30.86 MB)
2 Conditional Filtering of dataset.mp4 (71.66 MB)
3 Merging extra data with the dataset.mp4 (31.1 MB)
4 Concatenating variables within dataset.mp4 (31.4 MB)
1 What is exploratory data analysis.mp4 (27.89 MB)
2 Frequency and percentage analysis.mp4 (165.61 MB)
3 Descriptive analysis for numeric data.mp4 (95.64 MB)
4 Grouping analysis - numeric measure by nominal data.mp4 (113.61 MB)
5 Pivot table - a tabulation of insights.mp4 (144.37 MB)
6 Crosstabulation - categorical vs categorical data.mp4 (68.54 MB)
7 Correlation - numeric vs numeric data.mp4 (27.09 MB)
1 Test normality of numeric data.mp4 (42.78 MB)
2 Square root transformation method.mp4 (37.78 MB)
3 Logarithm transformation method.mp4 (37.04 MB)
4 Boxcox transformation method.mp4 (37.89 MB)
5 Yeo-johnson transformation method.mp4 (41.59 MB)
1 One sample T-test.mp4 (70.23 MB)
2 Independent sample T-test.mp4 (57.35 MB)
3 One way analysis of variance (ANOVA).mp4 (67.32 MB)
4 Chi-square test for independence.mp4 (83.65 MB)
5 Pearson correlation analysis.mp4 (82.54 MB)
6 Linear regression analysis.mp4 (103.82 MB)
1 Introduction to statistical analysis.mp4 (30.42 MB)
2 Various aspects of hypothesis testing.mp4 (27.41 MB)
3 Complete hypothesis testing workflow.mp4 (29.8 MB)
1 Identify and replacing missing values.mp4 (127.11 MB)
3 Dealing with inconsistent values.mp4 (69.51 MB)
5 Dealing with outliers.mp4 (62.84 MB)
7 Dealing with duplicated values.mp4 (22.94 MB)
2 Frequency and percentage analysis.mp4 (87.31 MB)
4 Descriptive analysis (mean, std dev , skewness, etc ).mp4 (107.67 MB)
6 Group by analysis in excel pivot table.mp4 (110.12 MB)
8 Crosstabulation analysis in excel pivot table.mp4 (45.16 MB)
1 Independent sample t-test.mp4 (107.47 MB)
3 Paired sample t-test.mp4 (63.55 MB)
5 Analysis of variance (ANOVA).mp4 (76.96 MB)
7 Pearson correlation analysis.mp4 (101.97 MB)
9 Multiple linear regression analysis.mp4 (141.04 MB)
1 Creating canvas for dashboard.mp4 (58.76 MB)
2 Creating the final dashboard.mp4 (87.28 MB)
3 1 Practice+datasets.zip (123.31 KB)
1 Your First Python Code Getting Started.mp4 (14.52 MB)
2 Variables and naming conventions.mp4 (28.14 MB)
3 Data types integers, float, strings, boolean.mp4 (28.9 MB)
4 Type conversion and casting.mp4 (46.54 MB)
5 Arithmetic operators (+, -, , , %, ).mp4 (32.6 MB)
6 Comparison operators (, =, =, ==, !=).mp4 (35.26 MB)
7 Logical operators (and, or, not).mp4 (32.09 MB)
1 Lists creation, indexing, slicing, modifying.mp4 (73.57 MB)
2 Sets unique elements, operations.mp4 (38.77 MB)
3 Dictionaries key-value pairs, methods.mp4 (44.56 MB)
4 Conditional statements (if, elif, else).mp4 (28.04 MB)
5 Logical expressions in conditions.mp4 (40.14 MB)
6 Looping structures (for loops, while loops).mp4 (34.82 MB)
7 Defining, Creating and Calling functions.mp4 (21.27 MB)]
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