Manju A

Weka ist ein leistungsf higes und dennoch leicht zug ngliches Werkzeug f r maschinelles Lernen und Data Mining. Data Mining und Big Data sind im Moment ein hei es Thema. Anstatt in komplizierte mathematische Theorien oder ausgefeilte Algorithmen einzutauchen, legt dieser Kurs den Schwerpunkt auf die praktische Erfahrung mit Weka und die praktische Anwendung von Data-Mining-Tools und Techniken. Neben der Durchf hrung von Textklassifizierungen und der Arbeit mit Datens tzen mit Millionen von Instanzen werden die Teilnehmer auch Clustering, Assoziationsregeln und andere Themen untersuchen.

Weka est un outil d'apprentissage automatique et d'exploration de donn es la fois puissant et accessible. Le data mining et le big data sont des sujets d'actualit . Plut t que de plonger dans des th ories math matiques complexes ou des d tails algorithmiques sophistiqu s, ce cours met l'accent sur l'exp rience pratique avec Weka et les applications pratiques des outils et techniques de data mining. En plus d'effectuer la classification de textes et de travailler avec des ensembles de donn es contenant des millions d'instances, les tudiants tudieront galement le clustering, les r gles d'association et d'autres sujets.

O Weka uma ferramenta de aprendizagem autom tica e extra o de dados robusta mas acess vel. A extra o de dados e os grandes volumes de dados s o t picos quentes neste momento. Em vez de mergulhar em teorias matem ticas complexas ou detalhes algor tmicos sofisticados, este curso enfatiza a experi ncia pr tica com o Weka e as aplica es pr ticas de ferramentas e t cnicas de extra o de dados. Al m de realizar a classifica o de texto e trabalhar com conjuntos de dados com milh es de inst ncias, os alunos tamb m investigar o agrupamento, regras de associa o e outros t picos.

Weka uno strumento di apprendimento automatico e di data mining solido ma accessibile. Il data mining e i big data sono temi di grande attualit . Piuttosto che immergersi in intricate teorie matematiche o sofisticati dettagli algoritmici, questo corso enfatizza l'esperienza pratica con Weka e le applicazioni pratiche di strumenti e tecniche di data mining. Oltre a eseguire la classificazione di testi e a lavorare con insiemi di dati con milioni di istanze, gli studenti studieranno anche il clustering, le regole di associazione e altri argomenti.

Weka is a strong yet approachable machine learning and data mining tool. Data mining and big data are hot topics right now. Rather than diving into intricate mathematical theories or sophisticated algorithmic details, this course emphasizes hands-on experience with Weka and the practical applications of data mining tools and techniques. In addition to performing text classification and working with datasets with millions of instances, students will also investigate clustering, association rules, and other topics.

Machine learning provides an exciting set of technologies that includes practical tools for analyzing data and making predictions.It also powers the latest advances in artificial intelligence.The book continues to provide references to Weka implementations of algorithms that it describes. The Weka MOOCs provide activities similar to the tutorial exercises.It is our endeavour to make machine learning using Weka, a Discipline of statistics and computer science, the theory and practice of all of the plots and numerical output displayed in the book have been produced with the Weka software, reachable to all kind of students. Program forMachine learning using Weka and Learn practical skills to make your work more efficient.