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Syllabus de la Formation Data Engineer

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Objectifs de cette formation

Programmes de cette formation

  • - Data Engineering Foundation

    • DATA ENGINEERING INTRODUCTION
    • DATA SOURCES AND DATA IMPORT
    • DATA PROCESSING
    • DATA ENGINEERING PROJECT
  • - Python Foundation

    • PYTHON BASICS
    • PYTHON CONTROL STATEMENTS
    • PYTHON DATA STRUCTURES
    • PYTHON FUNCTIONS
    • PYTHON NUMPY PACKAGE
    • PYTHON PANDAS PACKAGE
  • - Data Science Foundation

    • DATA SCIENCE ESSENTIALS
    • DATA ENGINEERING FOUNDATION
    • PYTHON FOR DATA SCIENCE
    • PYTHON FOR DATA SCIENCE
    • R LANGUAGE ESSENTIALS
    • STATISTICS
    • MACHINE LEARNING INTRODUCTION
  • - Version Control with Git

    • GIT INTRODUCTION
    • GIT REPOSITORY and GitHub
    • COMMITS, PULL, FETCH AND PUSH
    • TAGGING, BRANCHING AND MERGING
    • UNDOING CHANGES
    • GIT WITH GITHUB AND BITBUCKET
  • - Big Data Foundation

    • BIG DATA INTRODUCTION
    • HDFS AND MAP REDUCE
    • PYSPARK FOUNDATION
    • SPARK SQL and HADOOP HIVE
    • MACHINE LEARNING WITH SPARK ML
    • KAFKA and Spark
  • - Certified BI Analyst

    • BUSINESS INTELLIGENCE INTRODUCTION
    • BI WITH TABLEAU: INTRODUCTION
    • TABLEAU: CONNECTING TO DATA SOURCE
    • TABLEAU : BUSINESS INSIGHTS
    • DASHBOARDS, STORIES AND PAGES
    • BI WITH POWER-BI
  • - Database: SQL and MongoDB

    • DATABASE INTRODUCTION
    • SQL BASICS
    • DATA TYPES AND CONSTRAINTS
    • DATABASES AND TABLES (MySQL)
    • SQL JOINS
    • SQL COMMANDS AND CLAUSES
    • DOCUMENT DB/NO-SQL DB
  • - Data Engineering Associate

    • DATA WAREHOUSE FOUNDATION
    • DOCKER FOUNDATION
    • KUBERNETES CONTAINER ORCHESTRATION
    • DATA ORCHESTRATION WITH APACHE AIRFLOW
    • DATA ENGINEERING PROJECT
  • - Data Engineering on AWSCloud

    • AWS DATA SERVICES INTRODUCTION
    • DATA INGESTION USING AWS LAMDBA
    • DATA PREPARATION WITH AWS GLUE
    • SPARK APP USING AWS EMR
    • DATA PIPELINE WITH AWS KINESIS
    • DATA WAREHOUSE WITH AWS REDSHIFT
    • DATA ENGINEERING PROJECT
  • - Data Engineering on Azure Cloud

    • AZURE DATA SERVICES INTRODUCTION
    • STORAGE IN AZURE
    • DATA PIPELINE WITH AZURE SYNAPSE
    • DATA ENGINEERING PROJECT WITH AZURE

Villes

  • Ville non renseignée

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Prérequis

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