download скачать Free download скачать : Data Science Full Course All in One
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:3.04 GB

Files Included :

2  Getting started Linear regression ML model.mp4 (115.83 MB)
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3  Decision Tree regressior ML model.mp4 (57.21 MB)
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4  Random Forest regressor ML model.mp4 (56.55 MB)
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5  Support Vector regressor ML model.mp4 (42.71 MB)
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6  XGBoost regressor ML model.mp4 (48.1 MB)
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1  Getting started Logistic regression ML model.mp4 (138.89 MB)
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2  Decision Tree classification ML model.mp4 (77.33 MB)
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3  Random Forest classification ML model.mp4 (68.72 MB)
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4  K Nearest Neighbours classification ML model.mp4 (120.5 MB)
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5  LightGBM classification ML model.mp4 (81.8 MB)
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1  KMeans clustering ML model.mp4 (127.76 MB)
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2  DBSCAN clustering ML model.mp4 (138.42 MB)
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1  Kaggle for vast practice resources & portfolio.mp4 (35.91 MB)
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2  ChatGPT Your Fastest Code Companion.mp4 (60.26 MB)
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1  Data Science and its characteristics.mp4 (10.21 MB)
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2  Data Science vs Data Analysis.mp4 (5.84 MB)
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3  Complete Data Science work-flow.mp4 (12.53 MB)
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1  Getting started loading your data into jupyter notebook.mp4 (39.09 MB)
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2  Impute missing values with Simple-Imputer.mp4 (81.08 MB)
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3  Rectify inconsistent variables and values.mp4 (61.72 MB)
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4  Identify and assign correct data types.mp4 (40.32 MB)
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5  Abolish duplicated data from the dataset.mp4 (28.27 MB)
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1  Sorting and arranging dataset.mp4 (30.87 MB)
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2  Conditional filtering (and, or, not etc ).mp4 (71.7 MB)
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3  Merging dataset with extra features.mp4 (31.15 MB)
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4  Concatenating data with extra data.mp4 (31.36 MB)
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1  Understanding exploratory data analysis.mp4 (27.88 MB)
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2  Investigating Value Counts Analysis Technique.mp4 (165.65 MB)
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3  Delving into Descriptive Statistics Analysis Technique.mp4 (95.67 MB)
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4  Understanding Group By Analysis Method.mp4 (113.61 MB)
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5  Mastering Pivot Table Analysis Method.mp4 (144.41 MB)
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6  Unpacking Crosstabulation Analysis Method.mp4 (68.54 MB)
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7  Exploring Correlation Analysis Method.mp4 (27.09 MB)
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1  Various aspects of hypothesis testing.mp4 (30.42 MB)
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2  Understand confidence, significance level and p-value.mp4 (27.44 MB)
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3  Statistical data analysis and hypothesis testing.mp4 (29.83 MB)
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1  Testing normal distribution of numeric variables.mp4 (42.79 MB)
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2  Square root data transformation method.mp4 (37.79 MB)
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3  Logarithm data transformation method.mp4 (37.04 MB)
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4  Box-cox data transformation method.mp4 (37.88 MB)
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5  Yeo-Johnson data transformation method.mp4 (41.62 MB)
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1  One way between groups ANOVA Checking the difference.mp4 (67.32 MB)
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2  Pearson correlation test Checking the relationship.mp4 (82.49 MB)
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3  Regression test Checking the influence.mp4 (103.82 MB)
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1  Feature engineering to generate significant variable.mp4 (114.17 MB)
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2  Feature encoding to assign numeric values.mp4 (33.45 MB)
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3  Techniques to create dummy variables.mp4 (47.25 MB)
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4  Feature scaling for standardization and normalization.mp4 (84.59 MB)
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5  Splitting data into training and testing set.mp4 (38.75 MB)
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