IT manager

Training Course: Foundations of Data and Models


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IT234951

25 - 29 May 2025

Cairo (Egypt)

Hotel : Holiday Inn & Suites Cairo Maadi, an IHG Hotel

Cost : 3575 € 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

25 - 29 May 2025

Cairo (Egypt) - Holiday Inn & Suites Cairo Maadi, an IHG Hotel

Hotel : Holiday Inn & Suites Cairo Maadi, an IHG Hotel

Cost: 3575 € Euro


  About Cairo

Cairo is a mesmerizing assortment of iconic monuments, bustling markets, and ancient sites encircled by a vast and sprawling metropolis. At its core lies a maze-like medieval quarter. A world away from the modern side of the city, it boasts a seductive blend of intricate mosques, jostling crowds, madrasas, and traditional hammams. No visit could be complete without visiting the awe-inspiring Giza Pyramids that preside over the city's horizon. Whether you come to delve into the city's ancient past, dive into colorful souqs, sip mint tea and contemplate thousands of years of history or explore the city's cosmopolitan side, you'll be left with memories to last a lifetime.


  Things to do and places to visit in Cairo

The multi-layered capital of Egypt offers its visitors lively markets, authentic restaurants, and a multitude of ancient sights and archeological findings. Gaze in wonder at the Pyramids, take an awe-inspiring look at Tutankhamen's burial mask, shop for handmade souvenirs in the bazaars or hop on a sunset cruise down the Nile and embrace the sensory overload that is Cairo.

Take a vacation in Cairo and you can:

  • Visit the Great Sphinx of Giza, one of Ancient Egypt's great mysteries.
  • Explore the ramparts of the Salah El-Din Citadel.
  • Join locals drinking coffee at Fishawi Café, one of Cairo's first cafes and most important meeting spots.
  • Marvel at the seemingly endless historical artifacts on display at the Egyptian Museum.
  • Learn about the Ummayad, Ottoman, and Ayyubbid dynasties and more at the Museum of Islamic Art.
  • Haggle for souvenirs and gifts at the Khan el-Khalili souk.
  • See one of the world's oldest universities at the Al-Azhar Mosque, one of the city's original mosques.
  • Take a tour of the showstopping Giza pyramids.
  • Savor local cuisine such as mezze in the old city.
  • Wander through the labyrinth-like streets of Coptic Cairo, the city's ancient quarter, and spot Roman relics.
 22 Portman Square, Marylebone, London W1H 7BG, UK
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