Stats Learning Workshop 2024
Research Methods and Statistical Learning
Hybrid training, June 14, 2024
Organized at Western Balkans University, Albania
About
This workshop aims to introduce participants to research methods and statistical learning techniques and equip them with the elementary skills to conduct rigorous research and apply statistical methods to analyze data effectively. The workshop will include lectures, interactive discussions, and practical exercises. Participants will be able to work on real datasets and engage in discussions to reinforce their learning. Topics Covered:
Research Design and Methodology
Descriptive/correlative and experimental research
Explore the main principles behind sampling design
Explore the most common types of experimental design
Sample size and statistical power
Statistics Fundamentals
Introduction to statistical learning concepts and terminologies.
Exploratory data analysis (EDA) and data visualization techniques.
Hypothesis testing, confidence intervals, and p-values.
Analysis of variance (ANOVA) and regression analysis.
Machine Learning Algorithms
Supervised learning: linear regression, logistic regression.
Model evaluation and validation techniques.
Trainers
Researcher in Bioinformatics at the Quadram Institute of Biosciences, United Kingdom
Lecturer and Researcher in Biostatistics at the University of Tirana, Albania.
Program
9:00-9:10: Welcome and opening remarks
Prof. Assoc. Dr. Albana Halili
9:10-10:40: Part I: A brief introduction to research methods
Speaker: Dr. Alise Ponsero
10:40-11:00: Break
11:00-12:50: Part II: An introduction to statistics and machine learning
Speaker: Dr. Eliana Ibrahimi
12:50 Closing remarks
Registration
Participation is free but registration is mandatory for organizational purposes. Please register here before June 12, 2024. Participants attending the training should bring their laptops and will receive a certificate of attendance.
Venue
Faculty of Medical Sciences - Western Balkans University
Address: Highway Tiranë-Durrës, KM 7, Kashar, Tirana | Albania
Conference hall A202 & Online via Zoom
Organizing
Prof. Assoc. Dr. Albana Halili
Western Balcans University, Albania
Dr. Alise Ponsero
Quadram Institute of Biosciences, United Kingdom
Dr. Eliana Ibrahimi
University of Tirana, Albania