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Includes all exam elements in the course price and provides performance-based practice questions aligned with the official CompTIA exam, plus guided CertMaster Labs for theory-to-practice validation. Covers fundamentals of data concepts, acquisition, cleansing, advanced SQL/Python manipulations, statistical analysis, visualization, governance, quality, automation, and final preparation. French course language offered.","+33 (0)1 48 10 09 46 [formation@ambient-it.net](formation@ambient-it.net)  \n140 Avenue Jean Lolive 93500 Pantin-France  \nUpdated 06/05/2025  \nSign up  \nComptia Data+ certification training (DA0-001)  \nALL-IN-ONE: EXAMINATION INCLUDED IN PRICE  \n5 days (35 hours)  \nPresentation  \nOur CompTIA Data+© training course will prepare you effectively for certification. An indispensable credential to prove your expertise in data science. one of the top 9 data certifications in the world, CompTIA data+ will open many doors in your career.  \nEach chapter includes Performance-Based Questions for practicing scenarios similar to the official CompTIA exam. You'll also have access to guided CertMaster Labs to help you move from theory to practice and validate what you've learned.  \nOur training program covers all the fundamental aspects of data science in order pass the exam, such as fundamentals & data environments, acquisition, cleansing & advanced manipulation, and statistics & interpretation.  \nTraining content  \n● 5-day training with a certified expert  \n● 1 year self-study access to the Labs  \n● 1 pass for certification  \nObjectives  \n● Pass the Data+ exam  \n● Master the fundamental concepts of data science  \nTarget audience  \n● Senior Data Scientist  \n● Machine-Learning Engineer / MLOps Engineer  \n● Data Engineer  \nPrerequisites  \n● 2 years' experience in data science or similar field recommended  \n● Analytical & statistical skills  \n● RDBMS and SQL practice: joins, aggregations, simple optimization.  \n● Familiarity with analytical or BI tools (advanced Excel, Power BI, Tableau, Pandas/Python, R) .  \n● ETL/ELT pipelines and data cleansing (dedup, null management) .  \nNote: Ambient IT is not the owner of CompTIA Certifications©, this certification belongs to CompTIA, Inc.  \nComptia DataX™ Certification Preparation Program Data concepts and environments  \n● Architectures: data lake, warehouse, data mart, OLTP vs OLAP  \n● Structures and formats: structured / semi-structured / unstructured; CSV, JSON, XML  \n● Modeling: star vs. flake pattern, slowly changing dimensions  \n● Environment tools: SQL Workbench, Python/pandas, BI sandboxes CertMaster Labs  \n● Good practice in configuring labs and examination equipment  \nAcquisition, cleaning and handling  \n● ETL vs ELT process, delta load and ingestion via API or web-scraping  \n● Data cleansing techniques: deduplication, type validation, imputation of missing values  \n● Data profiling and quality control (outliers, statistical profiling)  \n● Complex joins, indexing and optimization of SQL queries  \n● Advanced manipulations (transpose, aggregation, parsing) with SQL and Python  \nStatistical analysis and interpretation  \n● Descriptive statistics: mean, median, dispersion, etc.  \n● Inferential statistics: t-tests, ?² , confidence intervals, p-value  \n● Correlation, simple regression and trend detection  \n● Choice of analysis method according to business question and nature of data  \n● Tools: Python (SciPy/pandas), R, Excel, SPSS  \nVisualization and data storytelling  \n● Principles of visual design: choice of colors, legibility, hierarchy of information  \n● Select graph type according to objective (trend, comparison, distribution)  \n● Building interactive dashboards in Tableau, Power BI and Qlik  \n● Storytelling: sequencing insights, creating a narrative around KPIs  \n● Performance-based visualization questions (PBQ) and exam evaluation criteria  \nGovernance, quality, automation and final preparation  \n● Data governance: roles, policies, RGPD, security and access controls  \n● Master Data Management and quality frameworks (accuracy, completeness, timeliness)  \n● Automation & generative AI: RPA for reporting, prompt engineering (pre-view DA0-002)  \nFAQ-QUESTIONS / ANSWERS In what language is Comptia Data+ taught? The course is in French.  \nIs the exam included in the course price?  \nYes, the price of the certification is included in the cost of the course ($253 for information only) . You can take the ","cbCaimbSQGr27qnv","https://ap.wps.com/l/cbCaimbSQGr27qnv","pdf",95928,13,"English","en",105,"# Course overview\n## Objectives and target audience\n## Prerequisites\n## Training content (modules)\n## Teaching methods and validation\n## Exam information\n## FAQ","[{\"question\":\"What does the course include for the exam?\",\"answer\":\"The course price includes the certification exam. Learners can take the exam at the end of the session.\"},{\"question\":\"How is the Comptia Data+ exam structured and what is the passing score?\",\"answer\":\"The exam is a performance-based MCQ with a maximum of 90 questions. 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