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Advanced Data Analysis with SciPy

Overview

Skills Needed

Take your data analysis skills to the next level with SciPy library. Explore statistical modeling, machine learning algorithms, and advanced data visualization with SciPy.

  • Intermediate knowledge of Python programming
  • Familiarity with basic data analysis concepts

Outline

  • Advanced Statistical Analysis with SciPy
  • Statistical Modeling Techniques
  • Time Series Analysis
  • Multivariate Data Analysis
  • Machine Learning with SciPy
  • Clustering and Classification
  • Dimensionality Reduction
  • Text Mining and NLP with SciPy
  • Advanced Visualization Techniques
  • Case Studies in Advanced Data Analysis with SciPy

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