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Packt Predictive Analytics with TensorFlow\01.Basic Python and Linear Algebra for Predictive Analytics\0101.Course Overview.mp4 |
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Packt Predictive Analytics with TensorFlow\01.Basic Python and Linear Algebra for Predictive Analytics\0102.A Basic Introduction to Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\01.Basic Python and Linear Algebra for Predictive Analytics\0103.Installing Python in Windows.mp4
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Packt Predictive Analytics with TensorFlow\01.Basic Python and Linear Algebra for Predictive Analytics\0104.Vectors, Matrices, and Graphs.mp4
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Packt Predictive Analytics with TensorFlow\02.Statistics, Probability, and Information Theory for Predictive Modeling\0201.Using Statistics in Predictive Modeling.mp4
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Packt Predictive Analytics with TensorFlow\02.Statistics, Probability, and Information Theory for Predictive Modeling\0202.Basic Probability for Predictive Modeling.mp4
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Packt Predictive Analytics with TensorFlow\02.Statistics, Probability, and Information Theory for Predictive Modeling\0203.Using Information Theory in Predictive Modeling.mp4
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Packt Predictive Analytics with TensorFlow\03.From Data to Decisions – Getting Started with TensorFlow\0301.Taking Decisions Based on Data – Titanic Example.mp4
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Packt Predictive Analytics with TensorFlow\03.From Data to Decisions – Getting Started with TensorFlow\0302.TensorFlow Computational Graph.mp4
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Packt Predictive Analytics with TensorFlow\03.From Data to Decisions – Getting Started with TensorFlow\0303.TensorFlow Programming Model.mp4
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Packt Predictive Analytics with TensorFlow\03.From Data to Decisions – Getting Started with TensorFlow\0304.Data Model in TensorFlow.mp4
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Packt Predictive Analytics with TensorFlow\03.From Data to Decisions – Getting Started with TensorFlow\0305.Getting Started with Tensorflow – Linear Regression and Beyond.mp4
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Packt Predictive Analytics with TensorFlow\04.Putting Data in Place – Supervised Learning for Predictive Analytics\0401.Supervised Learning for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\04.Putting Data in Place – Supervised Learning for Predictive Analytics\0402.From Disaster to Decision –Titanic Example Revisited.mp4
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Packt Predictive Analytics with TensorFlow\05.Clustering Your Data – Unsupervised Learning for Predictive Analytics\0501.Using K-means for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\05.Clustering Your Data – Unsupervised Learning for Predictive Analytics\0502.Using kNN for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\06.Predictive Analytics Pipelines for NLP\0601.NLP Analytics Pipelines.mp4
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Packt Predictive Analytics with TensorFlow\06.Predictive Analytics Pipelines for NLP\0602.Transformers and Estimators.mp4
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Packt Predictive Analytics with TensorFlow\06.Predictive Analytics Pipelines for NLP\0603.Using BOW for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\06.Predictive Analytics Pipelines for NLP\0604.TF-IDF Model for Predictive analytics.mp4
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Packt Predictive Analytics with TensorFlow\06.Predictive Analytics Pipelines for NLP\0605.Using Word2vec for Sentiment Analysis.mp4
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Packt Predictive Analytics with TensorFlow\07.Using Deep Neural Networks for Predictive Analytics\0701.Deep Learning for Better Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\07.Using Deep Neural Networks for Predictive Analytics\0702.Fine-tuning DNN Hyperparameters.mp4
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Packt Predictive Analytics with TensorFlow\07.Using Deep Neural Networks for Predictive Analytics\0703.Using Multilayer Perceptrons for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\07.Using Deep Neural Networks for Predictive Analytics\0704.Deep Belief Networks.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0801.CNNs and the Drawbacks of Regular DNNs.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0802.Pooling Layer and Padding Operations.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0803.Tuning CNN Hyperparameters.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0804.CNN-based Predictive Model for Sentiment Analysis.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0805.CNN Model for Emotion Recognition.mp4
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Packt Predictive Analytics with TensorFlow\08.Using Convolutional Neural Networks for Predictive Analytics\0806.CNN Predictive Model for Image Classification.mp4
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Packt Predictive Analytics with TensorFlow\09.Using Recurrent Neural Networks for Predictive Analytics\0901.Using BRNN for Image Classification.mp4
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Packt Predictive Analytics with TensorFlow\09.Using Recurrent Neural Networks for Predictive Analytics\0902.Implementing an RNN for Spam Prediction.mp4
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Packt Predictive Analytics with TensorFlow\09.Using Recurrent Neural Networks for Predictive Analytics\0903.Developing a Predictive Model for Time Series Data.mp4
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Packt Predictive Analytics with TensorFlow\09.Using Recurrent Neural Networks for Predictive Analytics\0904.An LSTM Predictive Model for Sentiment Analysis.mp4
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Packt Predictive Analytics with TensorFlow\10.Recommendation Systems for Predictive Analytics\1001.Recommendation Systems.mp4
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Packt Predictive Analytics with TensorFlow\10.Recommendation Systems for Predictive Analytics\1002.Factorization Machines for Recommendation Systems.mp4
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Packt Predictive Analytics with TensorFlow\10.Recommendation Systems for Predictive Analytics\1003.Improved Factorization Machines for Predictive Analytics.mp4
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Packt Predictive Analytics with TensorFlow\11.Using Reinforcement Learning for Predictive Analytics\1101.Reinforcement Learning.mp4
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Packt Predictive Analytics with TensorFlow\11.Using Reinforcement Learning for Predictive Analytics\1102.Developing a Multiarmed Bandit's Predictive Model.mp4
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Packt Predictive Analytics with TensorFlow\11.Using Reinforcement Learning for Predictive Analytics\1103.Developing a Stock Price Predictive Model.mp4
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