Data Analysis for Professionals (5 days)
by Walid SemaanLanguages: English
Price (from): €1,200 / day
About the trainer:
Walid Semaan is the founder and president of Matrix TRC "Data Science and AI Academy (partners with the SAS Data Science program). He graduated in engineering from Ecole Supérieure d’Ingénieurs à Beyrouth and holds a degree in finance and marketing from the Ecole Supérieure de Commerce de Paris (ESCP) and an MBA from the University Paris-Dauphine-Sorbonne in Paris. He is the creator and architect of the automated analytical artificial intelligence behind “Triple One Analytics,“ winner of the Best Innovative ICT Project at the 2011 Arab Golden Chip Award. Walid is the trainer of all the workshops he wrote, related to research methodologies, data visualization, data analytics, machine and deep learning, quality control, forecasting, epidemiology and big data ecosystem, as well as mostly used proprietary and open-source data analytical tools. Walid joined lately Fleming Events - Europe as an expert trainer in Data Science and is an expert certified trainer in the Middle East for SAS, PWC Academy, MEIRC-PLUS Training, Abu Dhabi Business School, Formatech and Obeikan Digital College. In parallel, he holds thousands of hours teaching master programs at Saint Joseph University, assisting Ph.D. students in their advanced analytics programs, and training local and international companies, to name few from dozens: Central Bank of Lebanon (Lebanon), PWC (Dubai), Vlerick Business School (Belgium), SCAD (Abu Dhabi), OXY Petroleum (Oman), IPSOS (Lebanon), Obeikan Group (KSA), Dallah Hospital (KSA), Smart Dubai (Dubai), DarkMatter (Dubai), Indevco Industries (Lebanon and Egypt) and Algorithm Pharma (Lebanon).
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Data Analysis for Professionals (5 days) by Walid Semaan
About the training
OVERVIEW
Primer for all Machine Learning solutions, data analytics is a must for kicking off a career in the world of data. One cannot claim applying AI analytics without a deep knowledge of data analytics.
This course is designed to make participants have a clear and complete understanding of data structuring for efficient analysis, profiling different groups scientifically by analyzing data smartly and efficiently, as well as manipulating appropriately several technology tools now in the market
OBJECTIVES
By the end of this workshop, you will be able to:
- Quick overview on descriptive statistics
- Understanding the logic of hypothesis tests
- Differentiating between Prior and Posteriori errors
- Differentiating between profiling groups and describing them
- Finding out variables upon which groups are mostly different
- Sorting out variables that profile mostly groups
- Exploring the complete story behind simple regression
- Putting all analytics in one smart chart … only!
CONTENT
Introduction to decision “Error”
- Error Type I
- Error Type II
Two Group statistical tests
- Two Mean test
- Two Variance test
- Two Proportion test
- Two Distribution test
Multiple Group statistical tests
- Multiple Mean test (ANOVA Table)
- Multiple Variance test
- Multiple Proportion test
- Multiple Distribution test
Mean pair comparisons methods
- General
- Bonferroni
- Tukey - Kramer
Simple Linear Regression
- Line equation
- Testing the regression line validity
- R vs. R Square interpretation
- ANOVA table analysis
Simple Logistic regression
- Probabilistic model
- Testing the model validity
- Predicting classification
- Odds ratio interpretation
Main benefits
- #Wide collection of the biggest experts
- #Filters for all kinds of needs
- #User friendly platform
- #Fast and cheap
- #Highest level of proficiency
More trainings of the trainer
Data Visualization and Descriptive Statistics (3 days) Data Analysis for Experts (3 days) AI with “Supervised” Machine Learning (5 days) AI with “Unsupervised” Machine Learning (5 days) Introduction to Deep learning and NLPs for AI applications (3 days) Forecasting Models from A to Z (3 days)