Machine Learning With Python 2024

Files Included :

1 - Introduction to Course.mp4 (12.39 MB)
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10 - Introduction to Pandas Library.mp4 (34.67 MB)
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11 - Working with Pandas DataFrames.mp4 (24.15 MB)
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12 - Slicing and Indexing with Pandas.mp4 (21.7 MB)
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13 - Create DataFrame and Explore Dataset.mp4 (75.22 MB)
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14 - Data Analysis with Pandas DataFrame.mp4 (98.53 MB)
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15 - Other Useful Methods in Pandas Library.mp4 (45.42 MB)
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16 - Introduction to Matplotlib.mp4 (15.8 MB)
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17 - Customizing Line Plots.mp4 (29.39 MB)
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18 - Create Plot Using DataFrame.mp4 (21.75 MB)
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19 - Standard Scaler to Scale the Data.mp4 (15.95 MB)
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2 - What is Machine Learning.mp4 (27.88 MB)
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20 - Encoding Categorical Data.mp4 (45.33 MB)
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21 - Sklearn Pipeline and Column Transformer.mp4 (36.73 MB)
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22 - Evaluation Metrics in Sklearn.mp4 (17.81 MB)
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23 - Linear Regression.mp4 (42.5 MB)
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24 - Evaluation of Linear Regression Model.mp4 (29.95 MB)
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25 - Polynomial Regression.mp4 (19.92 MB)
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26 - Polynomial Regression Continued.mp4 (95.88 MB)
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27 - Sklearn Pipeline Polynomial Regression.mp4 (62.27 MB)
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28 - Decision Tree Classifier.mp4 (36.84 MB)
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29 - Decision Tree Evaluation.mp4 (43.45 MB)
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3 - Life Cycle.mp4 (10.97 MB)
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30 - Random Forest.mp4 (18.88 MB)
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31 - Support Vector Machines.mp4 (91.4 MB)
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32 - Kmeans Clustering.mp4 (10.7 MB)
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33 - KMeans Clustering Hands On.mp4 (46.92 MB)
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34 - Data Loading and Analysis.mp4 (25.24 MB)
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35 - Dimensionality Reduction with PCA.mp4 (52.37 MB)
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36 - Hyper Parameter Tuning.mp4 (59.56 MB)
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37 - Summary.mp4 (3.66 MB)
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4 - Introduction to Numpy Library.mp4 (18.71 MB)
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5 - Creating Arrays from Scratch.mp4 (14.6 MB)
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6 - Creating Arrays from Scratch Continued.mp4 (16.67 MB)
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7 - Array Indexing and Slicing.mp4 (25.73 MB)
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8 - Numpy Array Functions and Shape Modification.mp4 (30.57 MB)
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9 - Mathematical Operations on Numpy Arrays.mp4 (23.09 MB)
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38 - Introduction to Course.mp4 (11.93 MB)
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39 - Getting System Ready.mp4 (52.77 MB)
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40 - Read and Write Images.mp4 (40.9 MB)
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41 - Resize and Crop.mp4 (36.43 MB)
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42 - Working with Shapes.mp4 (72.04 MB)
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43 - Working with Text.mp4 (10.18 MB)
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44 - PreRequisite for Face Detection.mp4 (71.65 MB)
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45 - Detect the Face.mp4 (50.98 MB)
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46 - Introduction to Deep Learning with Tensorflow.mp4 (65.51 MB)
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47 - Model Building.mp4 (59.47 MB)
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48 - Training the Mask Detector.mp4 (25.39 MB)
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49 - Saving the Best Model.mp4 (8.74 MB)
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50 - Basic Front End Design of App.mp4 (65.67 MB)
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51 - File Upload Interface for App.mp4 (49.59 MB)
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52 - App Prep.mp4 (87.8 MB)
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53 - App Build and Testing.mp4 (106.66 MB)
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54 - AWS Deployment.mp4 (103.89 MB)
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55 - AWS Deployment Continued.mp4 (26.34 MB)
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56 - Introduction to Pima Indians Diabetes Using Machine Learning.mp4 (9.55 MB)
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57 - Installation of Anaconda.mp4 (19.4 MB)
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58 - Installation of Libraries.mp4 (24.66 MB)
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59 - Steps in Machine Learning.mp4 (14.3 MB)
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60 - Dataset and Logistic Regression.mp4 (35.24 MB)
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61 - Pima Classification.mp4 (54.55 MB)
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62 - Exclude the Header.mp4 (115.76 MB)
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63 - Conversion of String into Number.mp4 (81.28 MB)
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64 - Split the Dataset.mp4 (130 MB)
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65 - Check the ROC.mp4 (44.68 MB)
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