Plan Szkolenia
Introduction
- Overview of Weka
- Understanding the data mining process
Getting Started
- Installing and configuring Weka
- Understanding the Weka UI
- Setting up the environment and project
- Exploring the Weka workbench
- Loading and Exploring the dataset
Implementing Regression Models
- Understanding the different regression models
- Processing and saving processed data
- Evaluating a model using cross-validation
- Serializing and visualizing a decision tree model
Implementing Classification Models
- Understanding feature selection and data processing
- Building and evaluating classification models
- Building and visualizing a decision tree model
- Encoding text data in numeric form
- Performing classification on text data
Implementing Clustering Models
- Understanding K-means clustering
- Normalizing and visualizing data
- Performing K-means clustering
- Performing hierarchical clustering
- Performing EM clustering
Deploying a Weka Model
Troubleshooting
Summary and Next Steps
Wymagania
- Basic knowledge of data mining process and techniques
Audience
- Data Analysts
- Data Scientists
Opinie uczestników (10)
Forma przekazania wiedzy poprzez dokładne wyjaśnienie zagadnienia.
Katarzyna Stańczak - Mowi Poland SA
Szkolenie - Data Mining and Analysis
Że trener miał mnóstwo cierpienia do nas, skoro przerywaliśmy go pytaniami co chwili.
Oleksandr Muliar - Bank Gospodarstwa Krajowego
Szkolenie - Pentaho Data Integration (PDI) - moduł do przetwarzania danych ETL (poziom zaawansowany)
Przykłady wzbogacane danymi rzeczywistymi i scenariuszami przydatnymi w codziennej praktyce
Krzysztof Świątczak
Szkolenie - Pentaho Business Intelligence (PBI) - moduły raportowe
The content, as I found it very interesting and think it would help me in my final year at University.
Krishan - NBrown Group
Szkolenie - From Data to Decision with Big Data and Predictive Analytics
very tailored to needs
Yashan Wang
Szkolenie - Data Mining with R
The trainer was so knowledgeable and included areas I was interested in
Mohamed Salama
Szkolenie - Data Mining & Machine Learning with R
Good real world examples, reviews of existing reports
Ronald Parrish
Szkolenie - Data Visualization
Intensity, Training materials and expertise, Clarity, Excellent communication with Alessandra
Marija Hornis Dmitrovic - Marija Hornis
Szkolenie - Data Science for Big Data Analytics
I learned a lot - not only in theoretical knowledge but I also applied that knowledge during the training and therefore I really understood what process mining is and how it works. Thanks a lot!
Julia Dörre - Techniker Krankenkasse
Szkolenie - Process Mining
how the trainor shows his knowledge in the subject he's teachign