Udemy Data Science Real World Projects in Python

Files Included :

1 Intro to this course.mp4 (20.85 MB)
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1 Introduction to Business Problem & Dataset.mp4 (21.65 MB)
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10 Intuition Behind Random Forest Part-1.mp4 (77.76 MB)
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11 Intuition Behind Random Forest Part-2.mp4 (50.78 MB)
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12 Applying Random Forest on Data & Automate predictions.mp4 (74.99 MB)
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13 Intuition Behind Decision Tree- Part 1.mp4 (40.55 MB)
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14 Intuition Behind Decision Tree- Part 2.mp4 (63.16 MB)
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15 Intuition Behind Decision Tree- Part 3.mp4 (60.68 MB)
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16 Intuition Behind Decision Tree- Part 4.mp4 (73.5 MB)
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17 Intuition Behind Decision Tree- Part 5.mp4 (62.14 MB)
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18 Intuition Behind Decision Tree- Part 6.mp4 (39.59 MB)
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19 Intuition Behind Linear Regression- Part 1.mp4 (40.92 MB)
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20 Intuition Behind Linear Regression- Part 2.mp4 (44.34 MB)
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21 Intuition Behind Linear Regression- Part 3.mp4 (81.79 MB)
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22 Intuition Behind KNN- Part 1.mp4 (41.13 MB)
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23 Intuition Behind KNN- Part 2.mp4 (33.82 MB)
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24 Intuition Behind KNN- Part 3.mp4 (28.39 MB)
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25 Intuition Behind KNN- Part 4.mp4 (37.95 MB)
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26 Play with multiple Algorithms & dumping your model.mp4 (60.27 MB)
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27 Intuition Behind Cross Validation- Part 1.mp4 (41.66 MB)
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28 Intuition Behind Cross Validation- Part 2.mp4 (67.33 MB)
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29 How to Cross Validate your model.mp4 (123.52 MB)
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3 Understanding Data & data-preprocessing.mp4 (70.37 MB)
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4 Extract Derived Features from Data.mp4 (80.43 MB)
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5 Perform Data Pre-processing.mp4 (53.52 MB)
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6 Handle Categorical Data & Feature Encoding.mp4 (85.44 MB)
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7 Perform Label Encoding on data.mp4 (108.61 MB)
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8 How to handle Outliers in Data.mp4 (53.64 MB)
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9 Select best Features using Feature Selection Technique.mp4 (36.97 MB)
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1 Introduction to Business Problem & Dataset.mp4 (13.68 MB)
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10 Checking Accuracy of Model.mp4 (28.21 MB)
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3 Exploring your data.mp4 (57.08 MB)
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4 Intuition behind TF-IDF --part 1.mp4 (24.78 MB)
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5 Intuition behind TF-IDF --part 2.mp4 (34.59 MB)
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6 Apply TF-IDF on data.mp4 (60.54 MB)
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7 Intuition behind Logistic Regression --part 1.mp4 (57.96 MB)
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8 Intuition behind Logistic Regression --part 2.mp4 (44.15 MB)
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9 Apply Logistic Regression on Data.mp4 (52.96 MB)
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1 Introduction to Business Problem & Dataset.mp4 (22.56 MB)
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10 Evaluating Time Series Model.mp4 (28.28 MB)
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3 Analyzing Time Series data.mp4 (39.47 MB)
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4 Data preparation for Time Series Forecasting.mp4 (66.81 MB)
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5 Intuition behind ARIMA --part 1.mp4 (20.15 MB)
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6 Intuition behind MA model --ARIMA part 2.mp4 (49.12 MB)
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7 Intuition behind AR model -- ARIMA part 3.mp4 (27.11 MB)
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8 Intuition behind Integrating -- ARIMA part 4.mp4 (26.57 MB)
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9 Apply Auto-Arima on data.mp4 (82.31 MB)
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