Présentation du logiciel L’environnement de Stata Les différents types de fichier Organiser le travail sur Stata Structurer les répertoires Sauvegarder le travail avec les do-files Où trouver de l’aide ? Gérer une base de données Ouvrir, importer et sauvegarder une base de données Analyser et modifier la structure d’une base de données Visualiser et éditer […]
Module 1: Whiteboard Design Session – Machine Learning Lessons Review the customer case study Design a proof of concept solution Present the solution Module 2: Hands-on lab – Machine Learning Lessons Creating a forecast model using automated machine learning Understanding the automated ML generated forecast model using model explainability Creating a deep learning model (RNN) […]
Pre-processing Workflow Using RStudio Using RStudio projects Using a simple files organisation method Data management: Import csv dataset, check and validate subsetting dataset with dplyr package Descriptive statistics: variables type (numeric, factor) and their univariate and bivariate graphic representation position parameters dispersion parameters Estimation principle sampling sampling fluctuation confidence interval bias Principle of Hypothesis Test […]
Contents SQL Traps Aggregate Awareness Advanced use of the @Aggregate_Aware Function Creating Universes from Different Data Sources Deploying Universes in Different Languages Managing and Optimizing Universes
Day 1 : Overview of Interactive Analysis core functions Creating Interactive Analysis documents with queries Restricting data returned by a query Designing Interactive Analysis reports Enhancing the presentation of data in reports Formatting reports Calculating data with formulas and variables Using multiple data sources Analyzing data Managing and sharing Interactive Analysis documents Day 2, 3 […]