iPad pour l'entreprise

Formation Matlab - iPad pour l’entreprise in Geneva, Zurich, Huston, San-Antonio, Dallas, Los Angeles, San Diego, New York, Washington, Chicago, San Francisco and anywhere in Switzerland, USA, Great Britain and Germany.

625.-/d

ID : 1010

Goal : Data that has relevance for managerial decisions is accumulating at an incredible rate due to a host of technological advances. Electronic data capture has become inexpensive and ubiquitous as a by-product of innovations such as the internet, e-commerce, electronic banking, point-of-sale devices, bar-code readers, and intelligent machines. Data mining is a rapidly growing field that is concerned with developing techniques to assist managers to make intelligent use of databases or spreadsheets softwares lists. A number of successful applications of data mining technics have been reported in areas such as credit rating, fraud detection, database marketing, customer relationship management, and stock market investments. Thiscourse (available also in French or German) provides an introduction to MATLAB® built-in fundamental data mining tools of the statistical toolbox!

Audience : Marketing specialists, Commercials, Financial Analysts, Web designers

Prerequisites : Undergraduate level in mathematics or equivalent (familiar with complex numbers, derivatives, integration and advanced matrix algebra) and trainees are supposed to already know all mathematics and assumptions behind each topic. No prior programming experience or knowledge of MATLAB® is assumed. Since the course includes demonstration and hands-on use of a software, participants should master file management in MS Windows/Linux/Mac based personal computer.

Goals :

- Introduction

- Introduction

- Data Mining vs Big Data

- Data Mining vs Machine Learning vs Ensemble Learning vs Deep Learning

- Supervised vs Unspervised and Meta-Spv Learning

- Training Set and Test Set

- Import data from CSV files

- Import data from MS Excel files

- Import data from MySQL

- Import data from SQL Server

- Import data from Oracle

- Instance selection sampling (equal probabilities)

- Instance selection balanced sampling

- Instance selection btratified sampling (unequal probabilities)

- Feature selection trough Principal Component Analysis

- Feature selection trough Exploratory Factorial Analysis

- Bayesian naïve classification

- Hierarchical clustering & Dendrogram

- Clustering regression trees (CRT)

- Multidimensional Scaling

- ...

Pedagogical method : The training is based on small practical exercises based on the training book. No maths are done or explained during the training!

Suggested duration for presentiel training (days) : 2

Suggested duration for on-line training (days) : 2.4

Daily price in face-to-face : 625 CHF

Daily price in remote : 300 CHF

Daily price in remote for students : contact us (only if student card!)

Daily price in remote (with recording) : 3125 CHF

Prices are per day per trainee without course material, without certificate, without evaluation, without exam, without training room or computer (these are each optional and must be requested in addition in the contact form for the establishment of the quote).

Book

- Title : MATLAB

- Author(s) : Vincent Isoz

- Pages : 1337

- ISBN :

Tags : matlab training, matlab course, matlab core, data mining, big data, machine learning, supervised learning.

Contents