FreeCoursesOnline Me Packt Machine Learning Projects with Java FCO

/1. FEATURE EXTRACTION FOR UNSTRUCTURED TEXTUAL NEWS FEED DATA/

1. The Course Overview.MP4

2. Performing Feature Engineering.MP4

3. Leveraging ND4J Library Input Vectors and Matrices.MP4

4. Extracting INDArray Features.MP4

5. Applying Scalar Transformations to Features Vectors.MP4

/2. ML CLASSIFICATION FOR PATTERN RECOGNITION OF SENSOR DATA USING WEKA LIBRARY/

1. Project Set Up Using Weka Library.MP4

2. Data Mining of Input Data Set.MP4

3. Building Classifier in Weka Library.MP4

4. Performing Cross-Validation of the Model.MP4

5. Making Predictions Based on the Classification.MP4

/3. BUILDING REGRESSION MODEL FOR HOUSING MARKET/

1. Extracting Feature Vector for Housing Data.MP4

2. Performing Normalization of Data.MP4

3. Building Regression Model.MP4

4. Leveraging Regression Model for Predicting Price of House.MP4

5. Saving Model for Further Re-Usage.MP4

/4. DEEP LEARNING FOR PREDICTING GENDER BASED ON THE NAME/

1. Feeding DL4J Model with Gender Labeled Data.MP4

2. Creating a .java File for Automatic Feature Extraction.MP4

3. Creating Neural Network with Multiple Layers.MP4

4. Training of Deep Learning Model.MP4

5. Performing Validation of a Model.MP4

/5. FINDING SIMILARITY OF WORDS IN A BOOK USING NLP WITH DEEP LEARNING/

1. Extracting Feature Vector from Text Data.MP4

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

3. Leveraging NLP Construct from DL4J.MP4

4. Finding Words Based on the Similarity.MP4

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