IT manager

Training Course: Foundations of Data and Models


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IT234951

15 - 19 Jun 2025

Dubai (UAE)

Cost : 4565 € Euro

Introduction:

The "Foundations of Data and Models: Regression Analytics" training program is designed to provide participants with a solid understanding of the fundamental concepts and techniques used in regression analysis. The program will cover the theory and practical applications of various regression models, including linear and nonlinear regression, as well as advanced techniques such as regularization and model selection.

Objectives:

  • Understand the theory and assumptions underlying different types of regression models

  • Learn how to fit, interpret, and evaluate regression models using real-world data

  • Gain hands-on experience with popular software tools for regression analysis

  • Develop the ability to critically evaluate the assumptions and limitations of regression models

  • Learn how to use regression models to make predictions and draw inferences about relationships between variables

Target Audience:

This program is intended for professionals who are interested in learning more about regression analysis, including data analysts, statisticians, data scientists, and researchers.

Outline:

Day 1:

Introduction to Regression Analysis

  • Overview of the course and the concepts of regression analysis

  • Simple linear regression

  • Assumptions and limitations of linear regression

Day 2:

Multiple Linear Regression

  • Multiple linear regression

  • Interaction terms and polynomial regression

  • Model selection and evaluation

Day 3:

Nonlinear Regression

  • Nonlinear regression

  • Logistic regression

  • Generalized linear models

Day 4:

Advanced Regression Techniques

  • Regularization techniques (Ridge, Lasso, Elastic Net)

  • Model selection and evaluation

Day 5:

Applications and Case Studies

  • Hands-on exercises using real-world data

  • Use of regression models in different fields

  • Interpretation and drawing inferences from regression models

IT manager

Training Course: Foundations of Data and Models


Register Now
Quick Inquiry
Discount Group Download Brochure (36)

IT234951

15 - 19 Jun 2025

Dubai (UAE) -

Cost: 4565 € Euro


  About Dubai

Dubai, located on the Persian Gulf, is one of the seven United Arab Emirates and one of the most popular tourist destinations in the world. The discovery of oil in the region has made Dubai extremely wealthy, allowing it to build the glittering skyscrapers that it is now famous for. That wealth is strongly in evidence in Dubai and visitors will see luxurious buildings and supercars aplenty. Perfect beaches and endless shopping opportunities are to key to Dubai's attractions. Flights to Dubai open up the city's cultural attractions to tourists, with beautiful mosques, museums and art galleries scattered throughout this ultra-modern metropolis.


  Things to do and places to visit in Dubai

Dubai's wealth has made it famous for building ever taller buildings and creating artificial islands off its shores. The city's hotels are luxurious and shoppers will love its extensive shopping malls which showcase all the world's top brands. Dubai's attractions don't end there. Dubai also caters to adventure lovers, who can jump in a 4x4 or on a board to speed over dunes outside the city. Local culture mustn't be forgotten either, and visitors have wonderful mosques to visit and old districts to explore. All that combined means that a flight to Dubai is sure to lead to an unforgettable holiday.

When visiting Dubai, be sure to:

  • Go to the observation deck of the Burj Khalifa, the tallest building in the world.
  • Admire the intricately beautiful Grand Mosque, which has the tallest minaret in the city.
  • Understand the local history and culture with a visit to the Dubai Museum.
  • Discover objects from the 6th century at Jumeirah Archaeological Site.
  • Go skiing – That's not a joke, the Mall of the Emirates houses a snowdome.
  • Go shopping at the Mall of the Emirates or the Dubai Mall.
  • Explore the desert surrounding the city – either by 4x4 or atop a camel.
  • Eat fantastic seafood at Dubai Marina.
  • Cool off at the Wild Wadi Waterpark.
  • Marvel at gorgeous Arabic calligraphy at Jumeirah Mosque, the biggest in the city.
  • Take a yacht tour around the artificial islands of Palm Jumeirah.
  • Haggle for souvenirs in one of the city's souks.
  • Wander around the traditional building in Bastakiya District.
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