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Udemy Python Data Analyst 25 Days for A Z Data Analysis in Python - AD-TEAM - 06-11-2024
Download Free Download : Udemy Python Data Analyst 25 Days for A Z Data Analysis in Python
mp4 | Video: h264,1920X1080 | Audio: AAC, 44.1 KHz Genre:eLearning | Language: English | Size:4.08 GB Files Included : 38 - Arithmetic operators.mp4 (32.24 MB) MP4 39 - Comparison operators.mp4 (37.01 MB) MP4 40 - Logical operators and or not.mp4 (39.91 MB) MP4 42 - Lists creation indexing slicing modifying.mp4 (83.56 MB) MP4 43 - Sets unique elements operations.mp4 (28.88 MB) MP4 44 - Dictionaries keyvalue pairs methods.mp4 (45.16 MB) MP4 46 - Conditional statements if elif else.mp4 (22 MB) MP4 47 - Nested logical expressions in conditions.mp4 (47.45 MB) MP4 48 - Looping structures for loops while loops.mp4 (33.97 MB) MP4 49 - Defining creating and calling functions.mp4 (16.36 MB) MP4 51 - Preparing notebook and loading data.mp4 (43.13 MB) MP4 52 - Identifying missing or null values.mp4 (22.2 MB) MP4 53 - Method of missing value imputation.mp4 (51.28 MB) MP4 54 - Exploring data types in a dataframe.mp4 (36.71 MB) MP4 55 - Dealing with inconsistent values.mp4 (36.43 MB) MP4 56 - Assigning correct data types.mp4 (13.01 MB) MP4 57 - Dealing with duplicated values.mp4 (20.6 MB) MP4 59 - Sorting data by column and order.mp4 (26.53 MB) MP4 60 - Filtering data with boolean indexing.mp4 (42.51 MB) MP4 61 - Query method for precise filtering.mp4 (36.24 MB) MP4 62 - Filtering data with isin method.mp4 (29.49 MB) MP4 63 - Slicing dataframe with loc and iloc.mp4 (52.86 MB) MP4 64 - Filtering data for many conditions.mp4 (30.06 MB) MP4 66 - Joining dataframes horizontally.mp4 (32.94 MB) MP4 67 - Concatenate dataframes vertically.mp4 (25.95 MB) MP4 69 - Frequency and percentage analysis.mp4 (25.13 MB) MP4 70 - Descriptive statistics and analysis.mp4 (58.17 MB) MP4 71 - Group by data analysis method.mp4 (36.96 MB) MP4 72 - Pivot table analysis all in one.mp4 (101.8 MB) MP4 73 - Crosstabulation analysis method.mp4 (15.22 MB) MP4 74 - Correlation analysis for numeric data.mp4 (50.76 MB) MP4 76 - Understanding visualisation tools.mp4 (11.7 MB) MP4 77 - Getting started with bar charts.mp4 (35.05 MB) MP4 78 - Stacked and clustered bar charts.mp4 (37.12 MB) MP4 79 - Pie chart for percentage analysis.mp4 (22.76 MB) MP4 80 - Line chart for grouping data analysis.mp4 (41.15 MB) MP4 81 - Exploring distribution with histogram.mp4 (42.17 MB) MP4 82 - Correlation analysis via scatterplot.mp4 (40.71 MB) MP4 83 - Matrix visualisation with heatmap.mp4 (36.96 MB) MP4 84 - Boxplot statistical visualisation method.mp4 (19.45 MB) MP4 86 - Investigating distribution of numeric data.mp4 (71.45 MB) MP4 87 - Shapiro Wilk test of normality.mp4 (31.63 MB) MP4 88 - Starting with square root transformation.mp4 (61.74 MB) MP4 89 - Logarithmic transformation method.mp4 (45.61 MB) MP4 90 - Boxcox power transformation method.mp4 (45.24 MB) MP4 91 - YeoJohnson power transformation method.mp4 (68.08 MB) MP4 93 - One sample ttest.mp4 (42.52 MB) MP4 94 - Independent sample ttest.mp4 (59.55 MB) MP4 95 - One way Analysis of Variance.mp4 (89.32 MB) MP4 96 - Chi square test for independence.mp4 (29.97 MB) MP4 97 - Pearson correlation analysis.mp4 (61.88 MB) MP4 98 - Linear regression analysis.mp4 (80.12 MB) MP4 4 - Understanding analyzing data.mp4 (46.71 MB) MP4 5 - Realworld application of data analysis.mp4 (39.23 MB) MP4 100 - Generating new features.mp4 (31.98 MB) MP4 101 - Extracting day month and year.mp4 (54.86 MB) MP4 102 - Encoding features LabelEncoder.mp4 (21.1 MB) MP4 103 - Categorizing numeric feature.mp4 (45.3 MB) MP4 104 - Manual feature encoding.mp4 (37.35 MB) MP4 105 - Converting features into dummy.mp4 (28.44 MB) MP4 107 - Selecting features and target.mp4 (64.18 MB) MP4 108 - Scaling features StandardScaler.mp4 (22.03 MB) MP4 109 - Scaling features MinMaxScaler.mp4 (22.36 MB) MP4 110 - Dimensionality reduction with PCA.mp4 (61.16 MB) MP4 111 - Splitting into train and test set.mp4 (43.51 MB) MP4 113 - Linear regression machine learning.mp4 (35.42 MB) MP4 114 - Decision tree regressor machine learning.mp4 (29.55 MB) MP4 115 - Random forest regressor machine learning.mp4 (35.99 MB) MP4 117 - Logistic regression machine learning.mp4 (46.94 MB) MP4 118 - Decision tree classification machine learning.mp4 (43.13 MB) MP4 119 - Random forest classification machine learning.mp4 (24.44 MB) MP4 121 - Calculating within cluster sum of squares.mp4 (33.73 MB) MP4 122 - Selecting optimal number of clusters.mp4 (13.71 MB) MP4 123 - Application of KMeans machine learning.mp4 (21.86 MB) MP4 10 - Methods of exploratory data analysis Part 3.mp4 (67.37 MB) MP4 6 - Various aspects of data cleaning.mp4 (168.48 MB) MP4 7 - Various aspects of Joining datasets.mp4 (71.77 MB) MP4 8 - Methods of exploratory data analysis Part 1.mp4 (124.64 MB) MP4 9 - Methods of exploratory data analysis Part 2.mp4 (46.87 MB) MP4 11 - Population vs sample and its methods.mp4 (87.68 MB) MP4 12 - Types of statistical data analysis.mp4 (32.01 MB) MP4 13 - A Recap on descriptive statistics methods.mp4 (11.22 MB) MP4 14 - Inferential statistics Part 1 Ttests and ANOVA.mp4 (29.93 MB) MP4 15 - Inferential statistics Part 2 Relationships measures.mp4 (16.63 MB) MP4 16 - Inferential statistics Part 3 Linear regression.mp4 (142.77 MB) MP4 17 - Hypothesis testing for inferential statistics.mp4 (38.6 MB) MP4 18 - Selecting statistical test and assumption testing.mp4 (59.67 MB) MP4 19 - Confidence level significance level pvalue.mp4 (10.5 MB) MP4 20 - Making decision and conclusion on findings.mp4 (9.8 MB) MP4 21 - AZ statistical analysis and hypothesis testing.mp4 (32.64 MB) MP4 22 - Techniques for data transformation Part 1.mp4 (32.73 MB) MP4 23 - Techniques for data transformation Part 2.mp4 (49.57 MB) MP4 24 - Several methods of data visualization Part 1.mp4 (25.98 MB) MP4 25 - Several methods of data visualization Part 2.mp4 (38 MB) MP4 26 - Several methods of data visualization Part 3.mp4 (34.64 MB) MP4 27 - Importance of ML in data analytics.mp4 (32.39 MB) MP4 28 - Widely used machine learning models.mp4 (67.85 MB) MP4 29 - Steps in developing machine learning model.mp4 (41.54 MB) MP4 33 - Getting started with first python code.mp4 (11.28 MB) MP4 34 - Assigning variable names correctly.mp4 (28.77 MB) MP4 35 - Various data types and data structures.mp4 (29.8 MB) MP4 36 - Converting and casting data types.mp4 (36.46 MB) MP4 [To see links please register or login] |