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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0101.The Course Overview.mp4
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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0102.Analyzing Text Input Data.mp4
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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0103.Feature Generation from Text – Count Vectorizer, TFIDF, LDA.mp4
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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0104.Extracting Features from Data – Transforming Text into Vector of Numbers.mp4
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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0105.Bag-of-Words and Skip Gram.mp4
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Packt Hands-On Machine Learning with Scala and Spark\01.Advanced Text Processing in Spark and Building a Classification Model\0106.Training Classification Models – Implementing Word2Vect Using Apache Spark.mp4
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Packt Hands-On Machine Learning with Scala and Spark\02.Building a Regression Model with Spark\0201.Logistic Regression Explanation.mp4
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Packt Hands-On Machine Learning with Scala and Spark\02.Building a Regression Model with Spark\0202.Writing a Logistic Regression Model Per Author in Apache Spark.mp4
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Packt Hands-On Machine Learning with Scala and Spark\02.Building a Regression Model with Spark\0203.Training Regression Model.mp4
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Packt Hands-On Machine Learning with Scala and Spark\02.Building a Regression Model with Spark\0204.Key Concepts, Machine Learning Pipelines, and Operations.mp4
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Packt Hands-On Machine Learning with Scala and Spark\02.Building a Regression Model with Spark\0205.Learn How to Validate Models Using Cross-Validation.mp4
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Packt Hands-On Machine Learning with Scala and Spark\03.Building a Clustering Model with Spark\0301.Analyzing Time of Post Using Clustering – (GMM Explanation).mp4
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Packt Hands-On Machine Learning with Scala and Spark\03.Building a Clustering Model with Spark\0302.Implementing GMM in Apache Spark.mp4
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Packt Hands-On Machine Learning with Scala and Spark\03.Building a Clustering Model with Spark\0303.K-Means Clustering Explanation and Use Cases.mp4
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Packt Hands-On Machine Learning with Scala and Spark\03.Building a Clustering Model with Spark\0304.Implementing K-Means Clustering in Apache Spark.mp4
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Packt Hands-On Machine Learning with Scala and Spark\03.Building a Clustering Model with Spark\0305.Measure Accuracy Using Area Under ROC.mp4
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Packt Hands-On Machine Learning with Scala and Spark\04.Dimensionality Reductions and Recommendation Engines\0401.Dimensionality Reduction Using Singular Value Decomposition (SVD).mp4
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Packt Hands-On Machine Learning with Scala and Spark\04.Dimensionality Reductions and Recommendation Engines\0402.Building Recommendation Engine in Spark Using Collaborative Filtering.mp4
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Packt Hands-On Machine Learning with Scala and Spark\04.Dimensionality Reductions and Recommendation Engines\0403.Using Recommendation Engine to Get Top Recommendations.mp4
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Packt Hands-On Machine Learning with Scala and Spark\04.Dimensionality Reductions and Recommendation Engines\0404.Dense and Sparse Vectors.mp4
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Packt Hands-On Machine Learning with Scala and Spark\04.Dimensionality Reductions and Recommendation Engines\0405.LabeledPoints, Rating, and Other Data Types.mp4
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Packt Hands-On Machine Learning with Scala and Spark\05.Deep Learning with Spark\0501.The Spark versus Deep Learning Use Case.mp4
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Packt Hands-On Machine Learning with Scala and Spark\05.Deep Learning with Spark\0502.Spark for Parallelizing Deep Learning Evaluation.mp4
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Packt Hands-On Machine Learning with Scala and Spark\05.Deep Learning with Spark\0503.Deep Learning As a Feature Generator for Existing Spark ML Algorithms.mp4
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Packt Hands-On Machine Learning with Scala and Spark\05.Deep Learning with Spark\0504.SparkDeep Learning Made Simple.mp4
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Packt Hands-On Machine Learning with Scala and Spark\Exercise Files\exercise_files.zip |
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