Essential Linear Algebra for Data Science

153 ratings at Coursera

Learn essential linear algebra concepts for data science, focusing on practical applications without unnecessary proofs. Covers matrices, linear systems, and key properties, preparing you for advanced statistical modeling.

• Coursera
• 7 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Data Science in Stratified Healthcare and Precision Medicine

323 ratings at Coursera

Explore data science in biomedicine, from genomics to wearables. Learn computational methods for precision medicine, including sequence processing, image analysis, and machine learning. Gain hands-on experience with real-world data and case studies.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

What is Data Science?

72640 ratings at Coursera

Explore data science fundamentals, applications, and career paths. Learn about big data, machine learning, and how organizations leverage data-driven insights for business success and societal impact.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Python Basics for Data Science

835 ratings at edX

This Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own!

• edX
• 3 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science Project Capstone: Predicting Bicycle Rental

Dive into predictive modeling with linear regression to forecast bicycle rental demand, analyzing weather patterns and temporal factors while mastering data acquisition and correlation techniques.

• Coursera
• 7 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

The Data Science Profession – Student View

Discover the real-world applications of data science through student perspectives, exploring key concepts like machine learning, K-means clustering, and different data types.

• Coursera
• 4 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

2558 ratings at Coursera

Learn essential business statistics, including data descriptors, probability, and statistical distributions. Apply concepts using Excel for informed decision-making in various business scenarios.

• Coursera
• 20 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Programming for Data Science

17 ratings at Coursera

Learn Python basics for data science: variables, data types, control structures, and functions. Practice in Jupyter Notebook to build a foundation for programming and data analysis.

• Coursera
• 8 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Elements of Data Science

Explore data science fundamentals, including linear algebra, signal processing, and machine learning algorithms. Gain practical skills for analyzing and extracting meaning from signals to inform decision-making.

• edX
• 24 weeks, 6-8 hours a week
• On-Demand
• $657.00
• 2 courses

Tools for Data Science

29106 ratings at Coursera

Explore essential data science tools, languages, and platforms. Gain hands-on experience with Jupyter, RStudio, Git, and more. Develop practical skills for data analysis, visualization, and collaboration.

• Coursera
• 18 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Python for Data Science, AI & Development

38386 ratings at Coursera

Learn Python for data science, AI, and development. Master basics, data structures, programming fundamentals, data manipulation, and APIs. Gain practical skills through hands-on labs using Jupyter Notebooks.

• Coursera
• 1 day 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Mathematics for Data Science

Comprehensive mathematical foundation for data science, covering discrete math, calculus, linear algebra, and probability with practical Python applications and real-world examples.

• Coursera
• 26 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

Degree

Master’s Degree in Data Science

The Department of Statistics and Data Sciences at The University of Texas at Austin has partnered with the Department of Computer Science to offer a Master of Science in Data Science. Step into the world of data-driven models and multi-dimensional datas…

• edX
• On-Demand
• $10,000.00

Degree

Master of Data Science

The first fully online Master of Data Science from a top-10 Russian university, featuring applied projects with industry partners like Yandex.

• Coursera
• On-Demand
• $16,000.00
• 4 courses

Microcredential

Data Science Foundations: Statistical Inference

Gain a solid foundation in probability theory, statistical inference, and data analysis using R. Master essential skills for statistical hypothesis testing and confidence intervals in data science applications.

• Coursera
• 17 weeks, 7 hours a week
• On-Demand
• Paid Course
• 3 courses