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Packt Machine Learning and Data Science with Python A Complete Beginners Guide\01.Course Overview & Table of Contents\0101.Course Overview & Table of Contents.mp4 [53ff077f0ac2164] 154,170,669 86CB3164
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\01.Course Overview & Table of Contents\0102.Code Password.mp4 [bd6624f3ead86199] 1,365,538 95119B45
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\02.Introduction to Machine Learning\0201.Introduction to Machine Learning.mp4 [3c50b49f7c83f4f1] 115,796,495 3431E27A
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\03.System and Environment preparation\0301.System and Environment preparation.mp4 [8674b1ecd29de40] 130,054,272 40AD85F5
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\04.Learn Basics of python\0401.Learn Basics of python.mp4 [2ce5af2a7b5b32a] 262,250,173 809758A4
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\05.Learn Basics of NumPy\0501.Learn Basics of NumPy.mp4 [6401c547b1803231] 172,718,867 32663537
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\06.Learn Basics of Matplotlib\0601.Learn Basics of Matplotlib.mp4 [2fdeb5f3bf85c867] 59,434,647 734C7D79
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\07.Learn Basics of Pandas\0701.Learn Basics of Pandas.mp4 [f984bde2713c4419] 117,142,351 13F9B1E6
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\08.Understanding the CSV data file\0801.Understanding the CSV data file.mp4 [cdd65ffa64dfd0c] 84,800,612 E45480E2
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\09.Load and Read CSV data file\0901.Load and Read CSV data file.mp4 [570fded6ec5cb6ee] 179,862,431 349A82F7
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\10.Dataset Summary\1001.Dataset Summary.mp4 [2196235fc4251ca0] 299,104,312 362F2EDA
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\11.Dataset Visualization\1101.Dataset Visualization.mp4 [4520e9642e23eb86] 301,976,042 16908C9F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\12.Data Preparation\1201.Data Preparation.mp4 [66ccb9e23da803d1] 456,859,870 39ED7E70
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\13.Feature Selection\1301.Feature Selection.mp4 [4f36ae996af93572] 423,943,523 F6E70868
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\14.Refresher Session - The Mechanism of Re-sampling, Training and Testing\1401.Refresher Session - The Mechanism of Re-sampling, Training and Testing.mp4 [ebbb2f1405a9c498] 84,911,802 5BDB6163
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\15.Algorithm Evaluation Techniques\1501.Algorithm Evaluation Techniques.mp4 [cd4b7f2ecb5e9c05] 332,617,328 7E4B3CF3
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\16.Algorithm Evaluation Metrics\1601.Algorithm Evaluation Techniques.mp4 [691c46fd681bd6f1] 627,944,474 B3DC9FDF
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\17.Classification Algorithm Spot Check - Logistic Regression\1701.Classification Algorithm Spot Check - Logistic Regression.mp4 [c595fd1648e80339] 82,357,547 FF3B2835
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\18.Classification Algorithm Spot Check - Linear Discriminant Analysis\1801.Classification Algorithm Spot Check - Linear Discriminant Analysis.mp4 [d42759269bb09ebe] 53,696,342 E7434FF9
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\19.Classification Algorithm Spot Check - K-Nearest Neighbors\1901.Classification Algorithm Spot Check - K-Nearest Neighbors.mp4 [7c85c721418316ad] 54,653,996 48FF9469
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\20.Classification Algorithm Spot Check - Naive Bayes\2001.Classification Algorithm Spot Check - Naive Bayes.mp4 [84d8d1d723c13607] 51,360,786 A44CB9C8
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\21.Classification Algorithm Spot Check – CART\2101.Classification Algorithm Spot Check – CART.mp4 [c118623713b6845b] 50,917,634 76539508
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\22.Classification Algorithm Spot Check - Support Vector Machines\2201.Classification Algorithm Spot Check - Support Vector Machines.mp4 [f1b893563ce0e11c] 54,412,059 1A239655
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\23.Regression Algorithm Spot Check - Linear Regression\2301.Regression Algorithm Spot Check - Linear Regression.mp4 [7a3dc4c9c598bd30] 65,145,362 96811BBF
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\24.Regression Algorithm Spot Check - Ridge Regression\2401.Regression Algorithm Spot Check - Ridge Regression.mp4 [595c2828eb109d6b] 48,561,295 1205B580
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\25.Regression Algorithm Spot Check - LASSO Linear Regression\2501.Regression Algorithm Spot Check - LASSO Linear Regression.mp4 [1cecc641c5f2fde] 48,509,201 B5090B6B
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\26.Regression Algorithm Spot Check - Elastic Net Regression\2601.Regression Algorithm Spot Check - Elastic Net Regression.mp4 [31d6a2e051caad20] 44,498,359 3460C006
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\27.Regression Algorithm Spot Check - K-Nearest Neighbors\2701.Regression Algorithm Spot Check - K-Nearest Neighbors.mp4 [5eca0d3b88b72bc4] 60,557,262 8D09D85F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\28.Regression Algorithm Spot Check – CART\2801.Regression Algorithm Spot Check – CART.mp4 [dd73e49e3e5b9ca6] 52,794,622 09570943
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\29.Regression Algorithm Spot Check - Support Vector Machines (SVM)\2901.Regression Algorithm Spot Check - Support Vector Machines (SVM).mp4 [e8f5fecfa15575bc] 53,442,011 40B32B22
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\30.Compare Algorithms - Part 1 Choosing the best Machine Learning Model\3001.Compare Algorithms - Part 1 Choosing the best Machine Learning Model.mp4 [721a1e78891dd202] 51,875,976 AEA5E1C0
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\31.Compare Algorithms - Part 2 Choosing the best Machine Learning Model\3101.Compare Algorithms - Part 2 Choosing the best Machine Learning Model.mp4 [df6dc37908ced32e] 63,821,028 B3A15F7E
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\32.Pipelines Data Preparation and Data Modelling\3201.Pipelines Data Preparation and Data Modelling.mp4 [f721f0b2ade6d6a6] 80,840,603 1CEC61BF
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\33.Pipelines Feature Selection and Data Modelling\3301.Pipelines Feature Selection and Data Modelling.mp4 [7cf4110ae58cd85b] 72,833,898 EAA5B611
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\34.Performance Improvement Ensembles – Voting\3401.Performance Improvement Ensembles – Voting.mp4 [14c05ac36ebbd735] 72,700,798 DFEDDB41
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\35.Performance Improvement Ensembles – Bagging\3501.Performance Improvement Ensembles – Bagging.mp4 [cb3ba680b12dd61d] 68,595,944 2AD52C25
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\36.Performance Improvement Ensembles – Boosting\3601.Performance Improvement Ensembles – Boosting.mp4 [7e3e5c7ea69bc7d5] 53,682,847 A6D06CB6
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\37.Performance Improvement Parameter Tuning using Grid Search\3701.Performance Improvement Parameter Tuning using Grid Search.mp4 [d10617a28ff1a8d1] 69,413,355 7D84A15F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\38.Performance Improvement Parameter Tuning using Random Search\3801.Performance Improvement Parameter Tuning using Random Search.mp4 [1025919202623865] 62,709,512 53756A38
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\39.Export, Save and Load Machine Learning Models Pickle\3901.Export, Save and Load Machine Learning Models Pickle.mp4 [681cf8ff2a81aefc] 73,444,869 A010B59A
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\40.Export, Save and Load Machine Learning Models Joblib\4001.Export, Save and Load Machine Learning Models Joblib.mp4 [8f4eba8c262bf5bb] 59,051,750 E69B38F7
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\41.Finalizing a Model - Introduction and Steps\4101.Finalizing a Model - Introduction and Steps.mp4 [40358fff91a0264c] 57,665,302 C88EB2BA
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\42.Finalizing a Classification Model - The Pima Indian Diabetes Dataset\4201.Finalizing a Classification Model - The Pima Indian Diabetes Dataset.mp4 [80785279c7496b21] 62,439,116 521284D4
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\43.Quick Session Imbalanced Data Set - Issue Overview and Steps\4301.Quick Session Imbalanced Data Set - Issue Overview and Steps.mp4 [8b458950482316bc] 67,857,041 AA32718F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\44.Iris Dataset Finalizing Multi-Class Dataset\4401.Iris Dataset Finalizing Multi-Class Dataset.mp4 [1b6298107926f938] 83,224,755 71FE6C4F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\45.Finalizing a Regression Model - The Boston Housing Price Dataset\4501.Finalizing a Regression Model - The Boston Housing Price Dataset.mp4 [305b4f5923280d7] 70,674,740 8C6AFE8F
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\46.Real-time Predictions Using the Pima Indian Diabetes Classification Model\4601.Real-time Predictions Using the Pima Indian Diabetes Classification Model..mp4 [95bd9878a5f87371] 78,384,696 B2860C64
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\47.Real-time Predictions Using Iris Flowers Multi-Class Classification Dataset\4701.Real-time Predictions Using Iris Flowers Multi-Class Classification Dat..mp4 [334647f6f5e41bbc] 50,519,371 1DAB79E0
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\48.Real-time Predictions Using the Boston Housing Regression Model\4801.Real-time Predictions Using the Boston Housing Regression Model.mp4 [67e77c945d66a4e9] 48,727,102 4A5A4565
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\Exercise Files\exercise_files.zip 12,169,604 86EA83F5
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Packt Machine Learning and Data Science with Python A Complete Beginners Guide\26.Regression Algorithm Spot Check - Elastic Net Regression 0 00000000
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Packt Machine Learning and Data Science with Python A Complete Beginners Guide\30.Compare Algorithms - Part 1 Choosing the best Machine Learning Model 0 00000000
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Packt Machine Learning and Data Science with Python A Complete Beginners Guide\43.Quick Session Imbalanced Data Set - Issue Overview and Steps 0 00000000
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Packt Machine Learning and Data Science with Python A Complete Beginners Guide\45.Finalizing a Regression Model - The Boston Housing Price Dataset 0 00000000
Packt Machine Learning and Data Science with Python A Complete Beginners Guide\46.Real-time Predictions Using the Pima Indian Diabetes Classification Model 0 00000000
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