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