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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\Exercise Files\V09709_Code.zip
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\15.Linear Regression Model – L |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\13.Multi-Linear Regression.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\11.Simple Linear Regression from First Principles.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\10.Compensating Factors in Machine Learning Models.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\14.Linear Regression Model – R |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression\12.Simple Linear Regression Using Wine Quality Data.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\4.Logistic Regression Versus Random Forest\19.Variable Importance Plot.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\4.Logistic Regression Versus Random Forest\17.Logistic Regression.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\4.Logistic Regression Versus Random Forest\18.Random Forest.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\4.Logistic Regression Versus Random Forest\16.Maximum Likelihood Estimation.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\1.Statistical Terminology and Machine Learning\01.The Course Overview.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\1.Statistical Terminology and Machine Learning\02.Machine Learning.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\1.Statistical Terminology and Machine Learning\04.Bias Versus Variance Trade-Off.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\1.Statistical Terminology and Machine Learning\03.Statistical Terminology for Model Building and Validation.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation\09.Machine Learning Model Overview.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation\08.Cross-Validation and Grid Search.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation\07.Train, Validation, and Test Data.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation\05.Linear Regression Versus Gradient Descent.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation\06.Machine Learning Losses.mp4
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\Exercise Files |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\3.Linear Regression |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\4.Logistic Regression Versus Random Forest |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\1.Statistical Terminology and Machine Learning |
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Fundamentals of Statistical Modeling and Machine Learning Techniques [Video]\2.Machine Learning Terminology for Model Building and Validation |
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