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Syllabus de la Formation Data Analyst

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Programmes de cette formation

  • - DATA ANALYSIS FOUNDATION

    • DATA ANALYSIS FOUNDATION
    • CLASSIFICATION OF ANALYTICS
    • CRIP-DM ModelS
    • UNIVARIATE DATA ANALYSIS
    • DATA ANALYSIS WITH VISUAL CHARTS
    • BI-VARIATE
  • - : PYTHON FOUNDATION

    • PYTHON BASICS
    • PYTHON CONTROL STATEMENTS
    • PYTHON DATA STRUCTURES
    • PYTHON FUNCTIONS
    • PYTHON NUMPY
  • - VERSION CONTROL WITH GIT

    • DATA SCIENCE ESSENTIALS
    • DATA ENGINEERING FOUNDATION
    • PYTHON FOR DATA ANALYSIS
    • VISUALIZATION WITH PYTHON
    • STATISTICS
    • MACHINE LEARNING INTRODUCTION
  • - BUSSINESS INTELLIGENCE

    • Power Bi
    • Tableau
    • Excel
    • Quikview
  • - DATA ANALYSIS ASSOCIATE

    • COMPARISION AND CORRELATION ANALYSIS
    • VARIANCE AND FREQUENCY ANALYSIS
    • RANKING ANALYSIS
    • BREAK EVEN ANALYSIS
    • Time Series and Trend Analysis
    • DATA ANALYSIS BUSINESS REPORTING
  • - ADVANCED DATA ANALYTICS

    • DATA ANALYTICS FOUNDATION
    • OPTIMIZATION MODELS
    • PREDICTIVE ANALYTICS WITH REGRESSION
    • DECISION MODELING
  • - PREDICTIVE ANALYTICS WITH ML

    • MACHINE LEARNING INTRODUCTION
    • ML ALGO: LINEAR REGRESSSION
    • ML ALGO: LOGISTIC REGRESSION
    • ML ALGO: KNN
    • ML ALGO: K MEANS CLUSTERING
    • ML ALGO: DECISION TREE
    • ML ALGO: SUPPORT VECTOR MACHINE (SVM)
    • ARTIFICIAL NEURAL NETWORK (ANN)
    • PROJECT: PREDICTIVE ANALYTICS WITH ML
  • - DATABASE : SQL AND NoSQL

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

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