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文档列表

~Get Your Files Here !/12 - Text Classification with Weka/005 Supervised & Unsupervised ML methods for classifying text.mp4 44.4 MB
~Get Your Files Here !/14 - The Bonus/002 Installing MSSQL server 2017.mp4 44.0 MB
~Get Your Files Here !/14 - The Bonus/003 Database properties.mp4 40.0 MB
~Get Your Files Here !/14 - The Bonus/004 Use MS TSQL to retrieve data from tables.mp4 35.6 MB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/002 How does KNN learn.mp4 35.1 MB
~Get Your Files Here !/09 - Data Visualization with Weka/001 Visualizing your data model.mp4 32.0 MB
~Get Your Files Here !/01 - Introduction/001 Welcome to the course.mp4 30.5 MB
~Get Your Files Here !/12 - Text Classification with Weka/003 Brief intro to Sentiment Analysis.mp4 30.0 MB
~Get Your Files Here !/01 - Introduction/005 Weka's data sources and file formats.mp4 27.1 MB
~Get Your Files Here !/12 - Text Classification with Weka/002 Collecting and Analyzing dataset The holiday reviews arff file.mp4 26.2 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/001 What is data mining.mp4 25.0 MB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/002 Predicting car salesman next commission.mp4 24.5 MB
~Get Your Files Here !/01 - Introduction/008 Download more Datasets.mp4 22.6 MB
~Get Your Files Here !/14 - The Bonus/006 Use Java to read arff file (optional).mp4 21.9 MB
~Get Your Files Here !/13 - Challenge & Practical Tests/001 Running VotedPerceptron vs SMO.mp4 21.7 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/002 Prepare & clean datasets using filters.mp4 21.2 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/004 Image classification experiment using J48 classifier.mp4 20.6 MB
~Get Your Files Here !/14 - The Bonus/001 Be a Practitioner and upskill yourself.mp4 19.2 MB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/001 What's Machine Learning.mp4 18.2 MB
~Get Your Files Here !/09 - Data Visualization with Weka/002 Visualizing classifier errors.mp4 18.1 MB
~Get Your Files Here !/12 - Text Classification with Weka/001 Quick recap & Introduction.mp4 16.4 MB
~Get Your Files Here !/14 - The Bonus/007 How to integrate Weka API with Java (optional).mp4 16.3 MB
~Get Your Files Here !/14 - The Bonus/005 Installing Weka Deep Learning classifier.mp4 16.0 MB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/003 Challenge Nominal To Binary-Intro.mp4 15.7 MB
~Get Your Files Here !/11 - Document Classification with Weka/002 Creating arff training dataset.mp4 14.7 MB
~Get Your Files Here !/06 - How to build & configure J48 classifier/003 J48 classifier with different configuration.mp4 14.7 MB
~Get Your Files Here !/11 - Document Classification with Weka/001 Document classification.mp4 14.3 MB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/001 Know Nearest Neighbors (KNN).mp4 14.1 MB
~Get Your Files Here !/01 - Introduction/002 What is Weka.mp4 13.8 MB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/002 Experimenting Using random seed split.mp4 13.4 MB
~Get Your Files Here !/06 - How to build & configure J48 classifier/002 J48 classifier with default configuration.mp4 13.1 MB
~Get Your Files Here !/13 - Challenge & Practical Tests/002 Analyzing the results Challenge.mp4 12.1 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/004 Mini challenge A closer look at OneR classifier.mp4 11.8 MB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/001 Evaluating J48 performance.mp4 11.3 MB
~Get Your Files Here !/01 - Introduction/004 Downloading Weka version 3.8.5.mp4 10.3 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/003 A closer look at classifier outputs.mp4 10.2 MB
~Get Your Files Here !/01 - Introduction/003 How to download and install Weka.mp4 9.9 MB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/003 Tune & experiment with different algorithms.mp4 9.6 MB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/002 Classifier's performance with test datasets.mp4 8.7 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/003 Choose a classifier and apply it to datasets.mp4 7.8 MB
~Get Your Files Here !/06 - How to build & configure J48 classifier/001 Build a J48 classifier-recap.mp4 7.8 MB
~Get Your Files Here !/01 - Introduction/006 Weka's Preprocess and Classifiers.mp4 7.8 MB
~Get Your Files Here !/01 - Introduction/007 Weka's Package Manager.mp4 6.7 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/002 Run ZeroR & OneR classifiers.mp4 5.9 MB
~Get Your Files Here !/12 - Text Classification with Weka/004 How to convert bulk text files into a single ARFF file.mp4 5.8 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/001 Creating arff data file for images.mp4 5.8 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/002 Download image filter from GitHub.mp4 5.7 MB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/001 Predicting a class with numeric values.mp4 5.6 MB
~Get Your Files Here !/11 - Document Classification with Weka/003 Evaluation tarining dataset after applying StringToWordVector.mp4 5.1 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/001 Create arff file from a csv file.mp4 5.0 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/005 Image classification Mini Challenge.mp4 3.9 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/003 Apply and use image filter in Weka.mp4 3.8 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/004 Deploy your model with a mini challenge.mp4 3.7 MB
~Get Your Files Here !/14 - The Bonus/008 Mini challenge (Optional).mp4 1.9 MB
~Get Your Files Here !/12 - Text Classification with Weka/005 Supervised & Unsupervised ML methods for classifying text_en.vtt 7.0 kB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/001 What is data mining_en.vtt 6.3 kB
~Get Your Files Here !/14 - The Bonus/004 Use MS TSQL to retrieve data from tables_en.vtt 6.2 kB
~Get Your Files Here !/14 - The Bonus/002 Installing MSSQL server 2017_en.vtt 5.7 kB
~Get Your Files Here !/01 - Introduction/005 Weka's data sources and file formats_en.vtt 5.2 kB
~Get Your Files Here !/12 - Text Classification with Weka/002 Collecting and Analyzing dataset The holiday reviews arff file_en.vtt 5.0 kB
~Get Your Files Here !/09 - Data Visualization with Weka/001 Visualizing your data model_en.vtt 5.0 kB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/002 Prepare & clean datasets using filters_en.vtt 4.7 kB
~Get Your Files Here !/14 - The Bonus/003 Database properties_en.vtt 4.3 kB
~Get Your Files Here !/01 - Introduction/008 Download more Datasets_en.vtt 4.2 kB
~Get Your Files Here !/10 - Experiment#5 Image classification/004 Image classification experiment using J48 classifier_en.vtt 4.1 kB
~Get Your Files Here !/12 - Text Classification with Weka/003 Brief intro to Sentiment Analysis_en.vtt 3.5 kB
~Get Your Files Here !/06 - How to build & configure J48 classifier/002 J48 classifier with default configuration_en.vtt 3.1 kB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/004 Mini challenge A closer look at OneR classifier_en.vtt 3.0 kB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/002 Predicting car salesman next commission_en.vtt 2.9 kB
~Get Your Files Here !/06 - How to build & configure J48 classifier/003 J48 classifier with different configuration_en.vtt 2.8 kB
~Get Your Files Here !/09 - Data Visualization with Weka/002 Visualizing classifier errors_en.vtt 2.8 kB
~Get Your Files Here !/11 - Document Classification with Weka/002 Creating arff training dataset_en.vtt 2.8 kB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/003 Tune & experiment with different algorithms_en.vtt 2.7 kB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/003 Challenge Nominal To Binary-Intro_en.vtt 2.6 kB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/002 Experimenting Using random seed split_en.vtt 2.5 kB
~Get Your Files Here !/01 - Introduction/006 Weka's Preprocess and Classifiers_en.vtt 2.5 kB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/002 How does KNN learn_en.vtt 2.4 kB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/002 Classifier's performance with test datasets_en.vtt 2.4 kB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/001 Know Nearest Neighbors (KNN)_en.vtt 2.4 kB
~Get Your Files Here !/12 - Text Classification with Weka/001 Quick recap & Introduction_en.vtt 2.3 kB
~Get Your Files Here !/01 - Introduction/001 Welcome to the course_en.vtt 2.2 kB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/003 A closer look at classifier outputs_en.vtt 2.1 kB
~Get Your Files Here !/01 - Introduction/007 Weka's Package Manager_en.vtt 2.1 kB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/002 Run ZeroR & OneR classifiers_en.vtt 2.0 kB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/003 Choose a classifier and apply it to datasets_en.vtt 1.9 kB
~Get Your Files Here !/01 - Introduction/003 How to download and install Weka_en.vtt 1.7 kB
~Get Your Files Here !/13 - Challenge & Practical Tests/001 Running VotedPerceptron vs SMO_en.vtt 1.6 kB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/001 What's Machine Learning_en.vtt 1.6 kB
~Get Your Files Here !/14 - The Bonus/001 Be a Practitioner and upskill yourself_en.vtt 1.5 kB
~Get Your Files Here !/12 - Text Classification with Weka/004 How to convert bulk text files into a single ARFF file_en.vtt 1.5 kB
~Get Your Files Here !/10 - Experiment#5 Image classification/005 Image classification Mini Challenge_en.vtt 1.3 kB
~Get Your Files Here !/13 - Challenge & Practical Tests/002 Analyzing the results Challenge_en.vtt 1.3 kB
~Get Your Files Here !/10 - Experiment#5 Image classification/001 Creating arff data file for images_en.vtt 1.3 kB
~Get Your Files Here !/06 - How to build & configure J48 classifier/001 Build a J48 classifier-recap_en.vtt 1.2 kB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/001 Predicting a class with numeric values_en.vtt 1.2 kB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/001 Create arff file from a csv file_en.vtt 1.2 kB
~Get Your Files Here !/11 - Document Classification with Weka/001 Document classification_en.vtt 1.1 kB
~Get Your Files Here !/10 - Experiment#5 Image classification/002 Download image filter from GitHub_en.vtt 1.1 kB
~Get Your Files Here !/01 - Introduction/002 What is Weka_en.vtt 1.1 kB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/001 Evaluating J48 performance_en.vtt 1.0 kB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/004 Deploy your model with a mini challenge_en.vtt 986 Bytes
~Get Your Files Here !/10 - Experiment#5 Image classification/003 Apply and use image filter in Weka_en.vtt 867 Bytes
~Get Your Files Here !/11 - Document Classification with Weka/003 Evaluation tarining dataset after applying StringToWordVector_en.vtt 515 Bytes
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
~Get Your Files Here !/01 - Introduction/external-assets-links.txt 332 Bytes
~Get Your Files Here !/14 - The Bonus/external-assets-links.txt 310 Bytes
~Get Your Files Here !/10 - Experiment#5 Image classification/external-assets-links.txt 222 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/12 - Text Classification with Weka/28884696-Just-OneLineOfCode.txt 92 Bytes
~Get Your Files Here !/01 - Introduction/004 Downloading Weka version 3.8.5_en.vtt 39 Bytes
~Get Your Files Here !/14 - The Bonus/005 Installing Weka Deep Learning classifier_en.vtt 8 Bytes
~Get Your Files Here !/14 - The Bonus/006 Use Java to read arff file (optional)_en.vtt 8 Bytes
~Get Your Files Here !/14 - The Bonus/007 How to integrate Weka API with Java (optional)_en.vtt 8 Bytes
~Get Your Files Here !/14 - The Bonus/008 Mini challenge (Optional)_en.vtt 8 Bytes

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