Python – AdvancedHome Training Catalog Python – Advanced Analysis Data Science Open Source On-site courses Remote/Virtual Face-to-face English French Objectives Deepen the tools to represent and manipulate complex data, effectively use the pandas library, import data sources (CSV, JSON, XML, SQL), perform a simple or multiple linear regression model with the statmodels library, perfect your knowledge of matplotlib and know how to use seaborn or plotly.. At the end of this training, the participant should be able to import or even merge structured or unstructured data sources, apply advanced processing on quantitative and qualitative data and build elaborate static or dynamic graphs. Prerequisites attended the Outils de base, Python training course or equivalent Prerequisites None Pedagogical and technical material and resources Dedicated digital training platform (LMS). Sessions with the trainer, training material in digital format, balance between theoretical and practice, concrete cases. Assessment Practical application and exercises Results & skills expected at the end of the training At the end of this training, the participant should be able to import or even merge structured or unstructured data sources, apply advanced processing on quantitative and qualitative data and build elaborate static or dynamic graphs. Program DAY 1 Advanced Data Processing: The numpy library : advanced functions (views, slices) the interface with scipy The pandas library: The import of external data sources, The aggregation of data, The reshaping, Indexing, The merging of data sources The statmodels library: Single and multiple regression, The testing of regression coefficients, The diagnosis of the model, Point and interval prediction The processing of strings, regex Date processing and time series management DAY 2 The generators, itertools, lazy evaluation The database interface (SQL, NoSQL) The Seaborn package:Advanced graphing features (trellis graphs, statistical distributions, heatmap) Interactive graphics with the Bokeh and Plotly packages. Download the full program Duration 14 hours Level Intermediate Audience Anyone wishing to discover the advanced Python tools Participants 8 people maximum Please contact us for a personnalized offer. Are you looking for information about a training course? You want to set up a customized training session? Contact our pedagogical team! Notice: JavaScript is required for this content. Upcoming trainings Analysis Modular training course - NVivo Advanced Objectives Discussing with participants on their NVivo practices and deepen the following knowledge and skills: Mastering the NVivo environment. Source management Case management Source coding Queries and matrices Documenting your analysis; memos, annotations and links to. Viewing and exporting Importing and using data from social networks and the web Collaborative work and coding comparison. Please contact us if you would like to have this training course held in English. 12, 13, 15 and 16 June Register Ask for a quote Upcoming trainings Analysis Scientific graphs with PRISM Objectives Discover all the possibilities offered by PRISM to get the graph you want, automated plotting of fit curves included. 15 and 16 June Register Ask for a quote Upcoming trainings Analysis Modular training course - NVivo basics Objectives Understand the role of NVivo in the qualitative analysis process. Understand and master the NVivo environment. Source management Case management Source coding Crossing matrices Documenting your analysis; memos, annotations and links to. 19, 20, 22 and 23 June Register Ask for a quote Upcoming trainings Analysis First steps with R Objectives Discover the R language and software and learn the first basics of this language 09, 10, 12 and 13 October Register Ask for a quote Upcoming trainings Analysis Stata Advanced : Stata Av1 - Stata Av4 Objectives Improve your knowledge of the software and discover advanced functions of Stata Declare data in different formats Advanced estimation Programming. 13, 14, 16 and 17 November Register Ask for a quote Upcoming trainings Analysis Discovering Stata software: Stata Deb1 - Stata Deb4 Objectives Mastery of the basic functions in order to be autonomous with Stata on the following subjects: Descriptive statistics, graphs and first estimates. 04, 05, 07 and 08 December Register Ask for a quote Previous Next