[FreeCoursesOnline Me] [Packt] Machine Learning Projects with Java [FCO]


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Torrent File Content (30 files)


[FreeCoursesOnline.Me] [Packt] Machine Learning Projects with Java [FCO]
    1. FEATURE EXTRACTION FOR UNSTRUCTURED TEXTUAL NEWS FEED DATA
          1. The Course Overview.MP4 -
24.41 MB

          2. Performing Feature Engineering.MP4 -
40.86 MB

          3. Leveraging ND4J Library Input Vectors and Matrices.MP4 -
18.75 MB

          4. Extracting INDArray Features.MP4 -
22.63 MB

          5. Applying Scalar Transformations to Features Vectors.MP4 -
26.88 MB

    2. ML CLASSIFICATION FOR PATTERN RECOGNITION OF SENSOR DATA USING WEKA LIBRARY
          1. Project Set Up Using Weka Library.MP4 -
26.19 MB

          2. Data Mining of Input Data Set.MP4 -
15.58 MB

          3. Building Classifier in Weka Library.MP4 -
19.5 MB

          4. Performing Cross-Validation of the Model.MP4 -
13.93 MB

          5. Making Predictions Based on the Classification.MP4 -
22.04 MB

    3. BUILDING REGRESSION MODEL FOR HOUSING MARKET
          1. Extracting Feature Vector for Housing Data.MP4 -
19.66 MB

          2. Performing Normalization of Data.MP4 -
20.01 MB

          3. Building Regression Model.MP4 -
17.1 MB

          4. Leveraging Regression Model for Predicting Price of House.MP4 -
22.7 MB

          5. Saving Model for Further Re-Usage.MP4 -
16.47 MB

    4. DEEP LEARNING FOR PREDICTING GENDER BASED ON THE NAME
          1. Feeding DL4J Model with Gender Labeled Data.MP4 -
16.89 MB

          2. Creating a .java File for Automatic Feature Extraction.MP4 -
21.41 MB

          3. Creating Neural Network with Multiple Layers.MP4 -
21.92 MB

          4. Training of Deep Learning Model.MP4 -
22.05 MB

          5. Performing Validation of a Model.MP4 -
29.88 MB

    5. FINDING SIMILARITY OF WORDS IN A BOOK USING NLP WITH DEEP LEARNING
          1. Extracting Feature Vector from Text Data.MP4 -
25.11 MB

          2. Loading Raw Data That will be an Input for NLP Training.MP4 -
17.76 MB

          3. Leveraging NLP Construct from DL4J.MP4 -
69.08 MB

          4. Finding Words Based on the Similarity.MP4 -
79.03 MB

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31.89 KB

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108.3 KB

     FTUForum.com.html -
100.44 KB

     How you can help Team-FTU.txt -
235 bytes

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524 bytes

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