Course Program

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#1Introduction to Data Analytics
  • Understanding Data Analytics---
  • The Data Analytics Lifecycle---
  • Common Terminology in Data Analytics---
  • Types of Data Analytics---
#2Data Collection and Cleaning
  • Data Collection Methods---
  • Data Cleaning Techniques---
  • Handling Missing Data---
  • Data Integration---
#3Data Visualization and Reporting
  • Introduction to Data Visualization---
  • Tools for Data Visualization---
  • Creating Effective Charts and Graphs---
  • Building Interactive Dashboards---
#4Statistical Analysis and Interpretation
  • Descriptive Statistics Basics---
  • Inferential Statistics Basics---
  • Hypothesis Testing Techniques---
  • Regression Analysis---
#5Machine Learning for Data Analytics
  • Understanding Machine Learning---
  • Supervised vs Unsupervised Learning---
  • Introduction to Model Building---
  • Evaluating Model Performance---
#6Advanced Data Analytics Techniques
  • Time Series Analysis---
  • Natural Language Processing---
  • Big Data Analytics---
  • Using AI in Data Analytics---
#7Data-Driven Decision Making
  • Collaborating with Stakeholders---
  • Communicating Data Insights---
  • Making Data-Driven Decisions---