Data Science with Mathematica

Master statistical modeling, machine learning, and big data analysis using Mathematica's powerful tools.

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Course Overview

This course teaches advanced data science techniques using Mathematica's integrated environment for statistical analysis, machine learning, and data visualization. You'll learn to work with structured and unstructured data, build predictive models, and create interactive visualizations for insights.

  • Hands-on coding challenges and real-world datasets
  • Access to Mathematica notebooks and datasets
  • Weekly office hours with instructors
Data Science Course Preview

Course Curriculum

Module 1: Foundations of Mathematica for Data Science

Learn the essentials of Mathematica for data science: notebooks, functions, and built-in datasets. Explore basic data manipulation and visualization techniques.

14 lessons 4 assignments

Module 2: Data Manipulation & Transformation

Master importing, cleaning, and transforming data from various sources. Learn to use Mathematica's powerful dataset operations for preprocessing.

10 lessons 3 projects

Module 3: Statistical Modeling

Explore regression analysis, hypothesis testing, and probability distributions. Apply Mathematica's statistical tools to model relationships in data.

8 lessons 2 capstone projects

Module 4: Machine Learning Techniques

Build and evaluate machine learning models using Mathematica. Understand supervised and unsupervised learning approaches for classification and clustering tasks.

12 lessons 3 challenges

Module 5: Big Data & Visualization

Process large datasets using built-in functions and Mathematica's data frameworks. Learn to create dynamic visualizations and dashboards for insights.

8 lessons 4 final projects

Why Take This Course?

Hands-on Projects

Apply techniques to real-world datasets from finance, healthcare, and social sciences.

Expert Instructors

Learn from industry professionals and Mathematica developers with real-world expertise.

Career Advancement

Earn a certificate to showcase your data science proficiency to employers.

Ready to Advance Your Data Skills?

Enroll today and gain access to Mathematica's most powerful data science tools in a structured learning environment.

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