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TORRENT DETAILS
Udemy - Machine Learning And Data Mining With Weka - For Beginners
TORRENT SUMMARY
Status:
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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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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Welcome to the course.mp4
29.1 MB
~Get Your Files Here !/01 - Introduction/001 Welcome to the course_en.vtt
2.2 KB
~Get Your Files Here !/01 - Introduction/002 What is Weka.mp4
13.2 MB
~Get Your Files Here !/01 - Introduction/002 What is Weka_en.vtt
1 KB
~Get Your Files Here !/01 - Introduction/003 How to download and install Weka.mp4
9.4 MB
~Get Your Files Here !/01 - Introduction/003 How to download and install Weka_en.vtt
1.7 KB
~Get Your Files Here !/01 - Introduction/004 Downloading Weka version 3.8.5.mp4
9.8 MB
~Get Your Files Here !/01 - Introduction/004 Downloading Weka version 3.8.5_en.vtt
39 B
~Get Your Files Here !/01 - Introduction/005 Weka's data sources and file formats.mp4
25.9 MB
~Get Your Files Here !/01 - Introduction/005 Weka's data sources and file formats_en.vtt
5.1 KB
~Get Your Files Here !/01 - Introduction/006 Weka's Preprocess and Classifiers.mp4
7.4 MB
~Get Your Files Here !/01 - Introduction/006 Weka's Preprocess and Classifiers_en.vtt
2.4 KB
~Get Your Files Here !/01 - Introduction/007 Weka's Package Manager.mp4
6.4 MB
~Get Your Files Here !/01 - Introduction/007 Weka's Package Manager_en.vtt
2 KB
~Get Your Files Here !/01 - Introduction/008 Download more Datasets.mp4
21.5 MB
~Get Your Files Here !/01 - Introduction/008 Download more Datasets_en.vtt
4.1 KB
~Get Your Files Here !/01 - Introduction/external-assets-links.txt
332 B
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/001 What is data mining.mp4
23.8 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/001 What is data mining_en.vtt
6.2 KB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/002 Prepare & clean datasets using filters.mp4
20.2 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/002 Prepare & clean datasets using filters_en.vtt
4.6 KB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/003 Choose a classifier and apply it to datasets.mp4
7.5 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/003 Choose a classifier and apply it to datasets_en.vtt
1.8 KB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/004 Deploy your model with a mini challenge.mp4
3.5 MB
~Get Your Files Here !/02 - Practical use of Data Mining with Weka/004 Deploy your model with a mini challenge_en.vtt
986 B
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/001 What's Machine Learning.mp4
17.4 MB
~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 !/03 - Practical use of Machine Learning with Weka/002 Classifier's performance with test datasets.mp4
8.3 MB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/002 Classifier's performance with test datasets_en.vtt
2.3 KB
~Get Your Files Here !/03 - Practical use of Machine Learning with Weka/003 Tune & experiment with different algorithms.mp4
9.1 MB
~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 !/04 - Experiment#1 OneR vs ZeroR classifiers/001 Create arff file from a csv file.mp4
4.7 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/001 Create arff file from a csv file_en.vtt
1.1 KB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/002 Run ZeroR & OneR classifiers.mp4
5.6 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/002 Run ZeroR & OneR classifiers_en.vtt
1.9 KB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/003 A closer look at classifier outputs.mp4
9.7 MB
~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 !/04 - Experiment#1 OneR vs ZeroR classifiers/004 Mini challenge A closer look at OneR classifier.mp4
11.3 MB
~Get Your Files Here !/04 - Experiment#1 OneR vs ZeroR classifiers/004 Mini challenge A closer look at OneR classifier_en.vtt
2.9 KB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/001 Evaluating J48 performance.mp4
10.8 MB
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/001 Evaluating J48 performance_en.vtt
1001 B
~Get Your Files Here !/05 - Experiment#2 J48 classifier performance/002 Experimenting Using random seed split.mp4
12.8 MB
~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 !/06 - How to build & configure J48 classifier/001 Build a J48 classifier-recap.mp4
7.5 MB
~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 !/06 - How to build & configure J48 classifier/002 J48 classifier with default configuration.mp4
12.5 MB
~Get Your Files Here !/06 - How to build & configure J48 classifier/002 J48 classifier with default configuration_en.vtt
3 KB
~Get Your Files Here !/06 - How to build & configure J48 classifier/003 J48 classifier with different configuration.mp4
14 MB
~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 !/07 - Experiment#3 KNN Regression Algorithm/001 Know Nearest Neighbors (KNN).mp4
13.5 MB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/001 Know Nearest Neighbors (KNN)_en.vtt
2.3 KB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/002 How does KNN learn.mp4
33.5 MB
~Get Your Files Here !/07 - Experiment#3 KNN Regression Algorithm/002 How does KNN learn_en.vtt
2.4 KB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/001 Predicting a class with numeric values.mp4
5.3 MB
~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 !/08 - Experiment#4 Linear Regression Algorithm/002 Predicting car salesman next commission.mp4
23.4 MB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/002 Predicting car salesman next commission_en.vtt
2.8 KB
~Get Your Files Here !/08 - Experiment#4 Linear Regression Algorithm/003 Challenge Nominal To Binary-Intro.mp4
15 MB
~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 !/09 - Data Visualization with Weka/001 Visualizing your data model.mp4
30.5 MB
~Get Your Files Here !/09 - Data Visualization with Weka/001 Visualizing your data model_en.vtt
4.9 KB
~Get Your Files Here !/09 - Data Visualization with Weka/002 Visualizing classifier errors.mp4
17.2 MB
~Get Your Files Here !/09 - Data Visualization with Weka/002 Visualizing classifier errors_en.vtt
2.7 KB
~Get Your Files Here !/10 - Experiment#5 Image classification/001 Creating arff data file for images.mp4
5.5 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/001 Creating arff data file for images_en.vtt
1.2 KB
~Get Your Files Here !/10 - Experiment#5 Image classification/002 Download image filter from GitHub.mp4
5.4 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/002 Download image filter from GitHub_en.vtt
1.1 KB
~Get Your Files Here !/10 - Experiment#5 Image classification/003 Apply and use image filter in Weka.mp4
3.6 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/003 Apply and use image filter in Weka_en.vtt
867 B
~Get Your Files Here !/10 - Experiment#5 Image classification/004 Image classification experiment using J48 classifier.mp4
19.7 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/004 Image classification experiment using J48 classifier_en.vtt
4 KB
~Get Your Files Here !/10 - Experiment#5 Image classification/005 Image classification Mini Challenge.mp4
3.7 MB
~Get Your Files Here !/10 - Experiment#5 Image classification/005 Image classification Mini Challenge_en.vtt
1.3 KB
~Get Your Files Here !/10 - Experiment#5 Image classification/external-assets-links.txt
222 B
~Get Your Files Here !/11 - Document Classification with Weka/001 Document classification.mp4
13.6 MB
~Get Your Files Here !/11 - Document Classification with Weka/001 Document classification_en.vtt
1.1 KB
~Get Your Files Here !/11 - Document Classification with Weka/002 Creating arff training dataset.mp4
14.1 MB
~Get Your Files Here !/11 - Document Classification with Weka/002 Creating arff training dataset_en.vtt
2.7 KB
~Get Your Files Here !/11 - Document Classification with Weka/003 Evaluation tarining dataset after applying StringToWordVector.mp4
4.8 MB
~Get Your Files Here !/11 - Document Classification with Weka/003 Evaluation tarining dataset after applying StringToWordVector_en.vtt
515 B
~Get Your Files Here !/12 - Text Classification with Weka/001 Quick recap & Introduction.mp4
15.6 MB
~Get Your Files Here !/12 - Text Classification with Weka/001 Quick recap & Introduction_en.vtt
2.3 KB
~Get Your Files Here !/12 - Text Classification with Weka/002 Collecting and Analyzing dataset The holiday reviews arff file.mp4
25 MB
~Get Your Files Here !/12 - Text Classification with Weka/002 Collecting and Analyzing dataset The holiday reviews arff file_en.vtt
4.9 KB
~Get Your Files Here !/12 - Text Classification with Weka/003 Brief intro to Sentiment Analysis.mp4
28.6 MB
~Get Your Files Here !/12 - Text Classification with Weka/003 Brief intro to Sentiment Analysis_en.vtt
3.4 KB
~Get Your Files Here !/12 - Text Classification with Weka/004 How to convert bulk text files into a single ARFF file.mp4
5.5 MB
~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 !/12 - Text Classification with Weka/005 Supervised & Unsupervised ML methods for classifying text.mp4
42.3 MB
~Get Your Files Here !/12 - Text Classification with Weka/005 Supervised & Unsupervised ML methods for classifying text_en.vtt
6.8 KB
~Get Your Files Here !/12 - Text Classification with Weka/28884696-Just-OneLineOfCode.txt
92 B
~Get Your Files Here !/13 - Challenge & Practical Tests/001 Running VotedPerceptron vs SMO.mp4
20.7 MB
~Get Your Files Here !/13 - Challenge & Practical Tests/001 Running VotedPerceptron vs SMO_en.vtt
1.6 KB
~Get Your Files Here !/13 - Challenge & Practical Tests/002 Analyzing the results Challenge.mp4
11.6 MB
~Get Your Files Here !/13 - Challenge & Practical Tests/002 Analyzing the results Challenge_en.vtt
1.3 KB
~Get Your Files Here !/14 - The Bonus/001 Be a Practitioner and upskill yourself.mp4
18.3 MB
~Get Your Files Here !/14 - The Bonus/001 Be a Practitioner and upskill yourself_en.vtt
1.5 KB
~Get Your Files Here !/14 - The Bonus/002 Installing MSSQL server 2017.mp4
