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Packt Hands-on Supervised Machine Learning with Python\01.First Step Towards Supervised Learning\0101.The Course Overview.mp4
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Packt Hands-on Supervised Machine Learning with Python\01.First Step Towards Supervised Learning\0102.Getting Our Machine Learning Environment Setup.mp4
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Packt Hands-on Supervised Machine Learning with Python\01.First Step Towards Supervised Learning\0103.Supervised Learning.mp4
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Packt Hands-on Supervised Machine Learning with Python\01.First Step Towards Supervised Learning\0104.Hill Climbing and Loss Functions.mp4
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Packt Hands-on Supervised Machine Learning with Python\01.First Step Towards Supervised Learning\0105.Model Evaluation and Data Splitting.mp4
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Packt Hands-on Supervised Machine Learning with Python\02.Implementing Parametric Models\0201.Introduction to Parametric Models and Linear Regression.mp4
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Packt Hands-on Supervised Machine Learning with Python\02.Implementing Parametric Models\0202.Implementing Linear Regression from Scratch.mp4
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Packt Hands-on Supervised Machine Learning with Python\02.Implementing Parametric Models\0203.Introduction to Logistic Regression Models.mp4
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Packt Hands-on Supervised Machine Learning with Python\02.Implementing Parametric Models\0204.Implementing Logistic Regression from Scratch.mp4
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Packt Hands-on Supervised Machine Learning with Python\02.Implementing Parametric Models\0205.Parametric Models –ProsCons.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0301.The BiasVariance Trade-off.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0302.Introduction to Non-Parametric Models and Decision Trees.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0303.Decision Trees.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0304.Implementing a Decision Tree from Scratch.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0305.Various Clustering Methods.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0306.Implementing K-Nearest Neighbors from Scratch.mp4
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Packt Hands-on Supervised Machine Learning with Python\03.Working with Non-Parametric Models\0307.Non-Parametric Models –ProsCons.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0401.Recommender Systems and an Introduction to Collaborative Filtering.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0402.Matrix Factorization.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0403.Matrix Factorization in Python.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0404.Content-Based Filtering.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0405.Neural Networks and Deep Learning.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0406.Neural Networks.mp4
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Packt Hands-on Supervised Machine Learning with Python\04.Advanced Topics in Supervised ML\0407.Use Transfer Learning.mp4
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Packt Hands-on Supervised Machine Learning with Python\Exercise Files\exercise_files.zip |
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