UBT
Data Science
Machine Learning
Statistics
Big Data

Advanced Data Science

Master data analysis, visualization, and predictive modeling techniques in this advanced course designed for experienced data professionals.

4.9(892 students)
10 weeks
Advanced
Last updated February 2025
PMR

Prof. Michael Rodriguez

Data Science Professor

Advanced Data Science

About This Course

Take your data science skills to the next level with this advanced course. You'll learn sophisticated techniques for data analysis, visualization, and predictive modeling. The course covers advanced statistical methods, machine learning algorithms, deep learning, and big data technologies. Through hands-on projects using real-world datasets, you'll develop the expertise to extract meaningful insights and build powerful predictive models. This course is designed for those who already have a foundation in data science and want to enhance their skills.

What You'll Learn

Apply advanced statistical methods to analyze complex datasets
Build sophisticated machine learning models for prediction and classification
Implement deep learning techniques for image and text analysis
Work with big data technologies like Hadoop and Spark
Develop data visualization skills to communicate insights effectively
Design and execute end-to-end data science projects

Prerequisites

  • Basic knowledge of data science concepts
  • Experience with Python programming
  • Understanding of basic statistics
  • Familiarity with machine learning fundamentals

Course Content

80 total hours
18 videos
6 modules
6 projects

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This course includes:

  • 80 hours on-demand video
  • 6 downloadable resources
  • Completion certificate
  • Access on mobile and TV
  • Lifetime access

Ready to Start Learning?

Join thousands of students who are already enhancing their skills with this course.