Data Analytics

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Data Analytics — Learning Path Steps

  1. Understand the Basics of Data Analytics
    • Data Types and Structures
    • Descriptive Statistics
    • Data Visualization
  2. Master Data Manipulation
    • Data Cleaning
    • Data Transformation
    • Data Aggregation
  3. Develop Statistical and Machine Learning Skills
    • Hypothesis Testing
    • Regression Analysis
    • Classification Techniques
  4. Apply Advanced Data Analytics Techniques
    • Time Series Analysis
    • Clustering and Dimensionality Reduction
    • Big Data Analytics