Szkolenia Predictive Analytics

Szkolenia Predictive Analytics

Predictive Analytics courses

Plany Szkoleń Predictive Analytics

Identyfikator Nazwa Czas trwania (po 7h zegarowych dziennie) Przegląd
417029 From Data to Decision with Big Data and Predictive Analytics 21 hours Audience If you try to make sense out of the data you have access to or want to analyse unstructured data available on the net (like Twitter, Linked in, etc...) this course is for you. It is mostly aimed at decision makers and people who need to choose what data is worth collecting and what is worth analyzing. It is not aimed at people configuring the solution, those people will benefit from the big picture though. Delivery Mode During the course delegates will be presented with working examples of mostly open source technologies. Short lectures will be followed by presentation and simple exercises by the participants Content and Software used All software used is updated each time the course is run so we check the newest versions possible. It covers the process from obtaining, formatting, processing and analysing the data, to explain how to automate decision making process with machine learning. Quick Overview Data Sources Minding Data Recommender systems Target Marketing Datatypes Structured vs unstructured Static vs streamed Attitudinal, behavioural and demographic data Data-driven vs user-driven analytics data validity Volume, velocity and variety of data Models Building models Statistical Models Machine learning Data Classification Clustering kGroups, k-means, nearest neighbours Ant colonies, birds flocking Predictive Models Decision trees Support vector machine Naive Bayes classification Neural networks Markov Model Regression Ensemble methods ROI Benefit/Cost ratio Cost of software Cost of development Potential benefits Building Models Data Preparation (MapReduce) Data cleansing Choosing methods Developing model Testing Model Model evaluation Model deployment and integration Overview of Open Source and commercial software Selection of R-project package Python libraries Hadoop and Mahout Selected Apache projects related to Big Data and Analytics Selected commercial solution Integration with existing software and data sources
417024 Apache Mahout for Developers 14 hours Audience Developers involved in projects that use machine learning with Apache Mahout. Format Hands on introduction to machine learning. The course is delivered in a lab format based on real world practical use cases. Implementing Recommendation Systems with Mahout Introduction to recommender systems Representing recommender data Making recommendation Optimizing recommendation Clustering Basics of clustering Data representation Clustering algorithms Clustering quality improvements Optimizing clustering implementation Application of clustering in real world Classification Basics of classification Classifier training Classifier quality improvements
417022 Applied Machine Learning 14 hours This training course is for people that would like to apply Machine Learning in practical applications. Audience This course is for data scientists and statisticians that have some familiarity with statistics and know how to program R (or Python or other chosen language). The emphasis of this course is on the practical aspects of data/model preparation, execution, post hoc analysis and visualization. The purpose is to give practical applications to Machine Learning to participants interested in applying the methods at work. Sector specific examples are used to make the training relevant to the audience. Naive Bayes Multinomial models Bayesian categorical data analysis Discriminant analysis Linear regression Logistic regression GLM EM Algorithm Mixed Models Additive Models Classification KNN Bayesian Graphical Models Factor Analysis (FA) Principal Component Analysis (PCA) Independent Component Analysis (ICA) Support Vector Machines (SVM) for regression and classification Boosting Ensemble models Neural networks Hidden Markov Models (HMM) Space State Models Clustering
296689 Programming with Big Data in R 21 hours Introduction to Programming Big Data with R (bpdR) Setting up your environment to use pbdR Scope and tools available in pbdR Packages commonly used with Big Data alongside pbdR Message Passing Interface (MPI) Using pbdR MPI 5 Parallel processing Point-to-point communication Send Matrices Summing Matrices Collective communication Summing Matrices with Reduce Scatter / Gather Other MPI communications Distributed Matrices Creating a distributed diagonal matrix SVD of a distributed matrix Building a distributed matrix in parallel Statistics Applications Monte Carlo Integration Reading Datasets Reading on all processes Broadcasting from one process Reading partitioned data Distributed Regression Distributed Bootstrap

Kursy ze Zniżką

Szkolenie Miejscowość Data Kursu Cena szkolenia [Zdalne/Stacjonarne]
Oracle 11g - Programowanie w PL/SQL II Wrocław, ul.Ludwika Rydygiera 2a/22 pon., 2016-09-26 09:00 2363PLN / 1785PLN
BPMN 2.0 dla Analityków Biznesowych Wrocław, ul.Ludwika Rydygiera 2a/22 wt., 2016-09-27 09:00 3110PLN / 2337PLN
R Warszawa, ul. Złota 3/11 śr., 2016-09-28 09:00 7588PLN / 4850PLN
Administracja serwerem Apache Tomcat Kraków, ul. Rzemieślnicza 1 pon., 2016-10-03 09:00 2344PLN / 1736PLN
Visual Basic for Applications (VBA) w Excel - wstęp do programowania Warszawa, ul. Złota 3/11 wt., 2016-10-04 09:00 1941PLN / 1504PLN
Programowanie w języku Scala Poznań, Garbary 100/63 wt., 2016-10-04 09:00 3479PLN / 2114PLN
Tworzenie aplikacji internetowych w języku PHP Szczecin, ul. Małopolska 23 wt., 2016-10-04 09:00 2688PLN / 2081PLN
Wstęp do systemu Linux Poznań, Garbary 100/63 wt., 2016-10-04 09:00 1640PLN / 1100PLN
Docker for Developers and System Administrators Gdańsk, ul. Powstańców Warszawskich 45 śr., 2016-10-05 09:00 2682PLN / 2016PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 śr., 2016-10-05 09:00 1220PLN / 1144PLN
ITIL® Foundation Certificate in IT Service Management Warszawa, ul. Złota 3/11 pon., 2016-10-10 09:00 2639PLN / 2076PLN
Visual Basic for Applications (VBA) w Excel - poziom zaawansowany Wrocław, ul.Ludwika Rydygiera 2a/22 pon., 2016-10-10 09:00 1689PLN / 1296PLN
Prognozowanie Rynku Poznań, Garbary 100/63 czw., 2016-10-13 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Łódź, ul. Tatrzańska 11 pon., 2016-10-17 09:00 2639PLN / 2160PLN
Microsoft Office Excel - efektywna praca z arkuszem Rzeszów, Plac Wolności 13 wt., 2016-10-18 09:00 598PLN / 737PLN
ITIL® Foundation Certificate in IT Service Management Szczecin, ul. Małopolska 23 śr., 2016-10-19 09:00 2639PLN / 2134PLN
Prognozowanie Rynku Warszawa, ul. Złota 3/11 śr., 2016-10-19 09:00 2936PLN / 2112PLN
Wdrażanie efektywnych strategii cenowych Poznań, Garbary 100/63 śr., 2016-10-26 09:00 1427PLN / 1093PLN
Tworzenie i wygłaszanie prezentacji z Power Point (warsztat kompetencji społecznych) Poznań, Garbary 100/63 czw., 2016-10-27 09:00 1572PLN / 1121PLN
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 śr., 2016-11-02 09:00 1746PLN / 1449PLN
Agile Project Management with Scrum Poznań, Garbary 100/63 pon., 2016-11-07 09:00 1746PLN / 1315PLN
Administracja systemu Linux Olsztyn, ul. Kajki 3/1 wt., 2016-11-08 09:00 1940PLN / 1509PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 śr., 2016-11-09 09:00 1358PLN / 853PLN
Microsoft Office Excel - analiza statystyczna Warszawa, ul. Złota 3/11 pon., 2016-11-14 09:00 1343PLN / 1031PLN
Visual Basic for Applications (VBA) w Excel - poziom zaawansowany Białystok, ul. Malmeda 1 pon., 2016-11-14 09:00 1689PLN / 1413PLN
Programowanie w języku Python Szczecin, ul. Małopolska 23 wt., 2016-11-15 09:00 5790PLN / 3824PLN
Tworzenie i zarządzanie stronami WWW Kraków, ul. Rzemieślnicza 1 pon., 2016-11-21 09:00 3410PLN / 2836PLN
Techniki graficzne (Adobe Photoshop, Adobe Illustrator) Wrocław, ul.Ludwika Rydygiera 2a/22 wt., 2016-12-06 09:00 1963PLN / 1470PLN

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