Udemy - Machine Learning and Data Mining with Weka - For Beginners

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[ DevCourseWeb.com ] Udemy - Machine Learning and Data Mining with Weka - For Beginners
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01 - Introduction
    • 001 Welcome to the course.mp4 (29.1 MB)
    • 001 Welcome to the course_en.vtt (2.2 KB)
    • 002 What is Weka.mp4 (13.2 MB)
    • 002 What is Weka_en.vtt (1.0 KB)
    • 003 How to download and install Weka.mp4 (9.4 MB)
    • 003 How to download and install Weka_en.vtt (1.7 KB)
    • 004 Downloading Weka version 3.8.5.mp4 (9.8 MB)
    • 004 Downloading Weka version 3.8.5_en.vtt (0.0 KB)
    • 005 Weka's data sources and file formats.mp4 (25.9 MB)
    • 005 Weka's data sources and file formats_en.vtt (5.1 KB)
    • 006 Weka's Preprocess and Classifiers.mp4 (7.4 MB)
    • 006 Weka's Preprocess and Classifiers_en.vtt (2.4 KB)
    • 007 Weka's Package Manager.mp4 (6.4 MB)
    • 007 Weka's Package Manager_en.vtt (2.0 KB)
    • 008 Download more Datasets.mp4 (21.5 MB)
    • 008 Download more Datasets_en.vtt (4.1 KB)
    • external-assets-links.txt (0.3 KB)
    02 - Practical use of Data Mining with Weka
    • 001 What is data mining.mp4 (23.8 MB)
    • 001 What is data mining_en.vtt (6.2 KB)
    • 002 Prepare & clean datasets using filters.mp4 (20.2 MB)
    • 002 Prepare & clean datasets using filters_en.vtt (4.6 KB)
    • 003 Choose a classifier and apply it to datasets.mp4 (7.5 MB)
    • 003 Choose a classifier and apply it to datasets_en.vtt (1.8 KB)
    • 004 Deploy your model with a mini challenge.mp4 (3.5 MB)
    • 004 Deploy your model with a mini challenge_en.vtt (1.0 KB)
    03 - Practical use of Machine Learning with Weka
    • 001 What's Machine Learning.mp4 (17.4 MB)
    • 001 What's Machine Learning_en.vtt (1.6 KB)
    • 002 Classifier's performance with test datasets.mp4 (8.3 MB)
    • 002 Classifier's performance with test datasets_en.vtt (2.3 KB)
    • 003 Tune & experiment with different algorithms.mp4 (9.1 MB)
    • 003 Tune & experiment with different algorithms_en.vtt (2.7 KB)
    04 - Experiment#1 OneR vs ZeroR classifiers
    • 001 Create arff file from a csv file.mp4 (4.7 MB)
    • 001 Create arff file from a csv file_en.vtt (1.1 KB)
    • 002 Run ZeroR & OneR classifiers.mp4 (5.6 MB)
    • 002 Run ZeroR & OneR classifiers_en.vtt (1.9 KB)
    • 003 A closer look at classifier outputs.mp4 (9.7 MB)
    • 003 A closer look at classifier outputs_en.vtt (2.1 KB)
    • 004 Mini challenge A closer look at OneR classifier.mp4 (11.3 MB)
    • 004 Mini challenge A closer look at OneR classifier_en.vtt (2.9 KB)
    05 - Experiment#2 J48 classifier performance
    • 001 Evaluating J48 performance.mp4 (10.8 MB)
    • 001 Evaluating J48 performance_en.vtt (1.0 KB)
    • 002 Experimenting Using random seed split.mp4 (12.8 MB)
    • 002 Experimenting Using random seed split_en.vtt (2.5 KB)
    06 - How to build & configure J48 classifier
    • 001 Build a J48 classifier-recap.mp4 (7.5 MB)
    • 001 Build a J48 classifier-recap_en.vtt (1.2 KB)
    • 002 J48 classifier with default configuration.mp4 (12.5 MB)
    • 002 J48 classifier with default configuration_en.vtt (3.0 KB)
    • 003 J48 classifier with different configuration.mp4 (14.0 MB)
    • 003 J48 classifier with different configuration_en.vtt (2.8 KB)
    07 - Experiment#3 KNN Regression Algorithm
    • 001 Know Nearest Neighbors (KNN).mp4 (13.5 MB)
    • 001 Know Nearest Neighbors (KNN)_en.vtt (2.3 KB)
    • 002 How does KNN learn.mp4 (33.5 MB)
    • 002 How does KNN learn_en.vtt (2.4 KB)
    08 - Experiment#4 Linear Regression Algorithm
    • 001 Predicting a class with numeric values.mp4 (5.3 MB)
    • 001 Predicting a class with numeric values_en.vtt (1.2 KB)
    • 002 Predicting car salesman next commission.mp4 (23.4 MB)
    • 002 Predicting car salesman next commission_en.vtt (2.8 KB)
    • 003 Challenge Nominal To Binary-Intro.mp4 (15.0 MB)
    • 003 Challenge Nominal To Binary-Intro_en.vtt (2.6 KB)
    09 - Data Visualization with Weka
    • 001 Visualizing your data model.mp4 (30.5 MB)
    • 001 Visualizing your data model_en.vtt (4.9 KB)
    • 002 Visualizing classifier errors.mp4 (17.2 MB)
    • 002 Visualizing classifier errors_en.vtt (2.7 KB)
    10 - Experiment#5 Image classification
    • 001 Creating arff data file for images.mp4 (5.5 MB)
    • 001 Creating arff data file for images_en.vtt (1.2 KB)
    • 002 Download image filter from GitHub.mp4 (5.4 MB)
    • 002 Download image filter from GitHub_en.vtt (1.1 KB)
    • 003 Apply and use image filter in Weka.mp4 (3.6 MB)
    • 003 Apply and use image filter in Weka_en.vtt (0.8 KB)
    • 004 Image classification experiment using J48 classifier.mp4 (19.7 MB)
    • 004 Image classification experiment using J48 classifier_en.vtt (4.0 KB)
    • 005 Image classification Mini Challenge.mp4 (3.7 MB)
    • 005 Image classification Mini Challenge_en.vtt (1.3 KB)
    • external-assets-links.txt (0.2 KB)
    11 - Document Classification with Weka
    • 001 Document classification.mp4 (13.6 MB)
    • 001 Document classification_en.vtt (1.1 KB)
    • 002 Creating arff training dataset.mp4 (14.1 MB)
    • 002 Creating arff training dataset_en.vtt (2.7 KB)
    • 003 Evaluation tarining dataset after applying StringToWordVector.mp4 (4.8 MB)
    • 003 Evaluation tarining dataset after applying StringToWordVector_en.vtt (0.5 KB)
    12 - Text Classification with Weka
    • 001 Quick recap & Introduction.mp4 (15.6 MB)
    • 001 Quick recap & Introduction_en.vtt (2.3 KB)
    • 002 Collecting and Analyzing dataset The holiday reviews arff file.mp4 (25.0 MB)
    • 002 Collecting and Analyzing dataset The holiday reviews arff file_en.vtt (4.9 KB)
    • 003 Brief intro to Sentiment Analysis.mp4 (28.6 MB)
    • 003 Brief intro to Sentiment Analysis_en.vtt (3.4 KB)
    • 004 How to convert bulk text files into a single ARFF file.mp4 (5.5 MB)

Description

Machine Learning and Data Mining with Weka - For Beginners



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 845 MB | Duration: 2h 18m

Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models.

What you'll learn
Download and Install Weka
Practical use of Machine Learning
Data sources and file formats
Preprocess, Classifies, Filters & Datasets
Practical use of Data Mining
Experimenting & Comparing Algorithms

Requirements
A computer and internet connection.
Description
This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato.



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Udemy - Machine Learning and Data Mining with Weka - For Beginners

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Download torrent
845.3 MB
seeders:2
leechers:8
Udemy - Machine Learning and Data Mining with Weka - For Beginners

Torrent hash: 93D6D90EDA89C4B6EF9326CAE589DA942510BB4A