Data Science Fundamentals Specialization

Gain an overview of data science fundamentals.

Instructor: Julie Pai

Skills you'll gain

  •   Text Mining
  •   Data Analysis
  •   Data Ethics
  •   Classification And Regression Tree (CART)
  •   Anomaly Detection
  •   Cloud Computing
  •   Data Science
  •   Unsupervised Learning
  •   Social Media
  •   Natural Language Processing
  •   Predictive Analytics
  •   Decision Tree Learning
  • Specialization - 4 course series

    This specialization includes a capstone assignment in the fourth course that allows students to apply what they've learned about data science to a practical business scenario. This assignment requires students to evaluate a business scenario and then choose the best analytical approach that solves the stated business problem.

    Predictive Modeling, Model Fitting, and Regression Analysis

    Cluster Analysis, Association Mining, and Model Evaluation

    Natural Language Processing and Capstone Assignment

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