7 free harvard data science course
Here are 7 free Harvard data science courses:
- Harvard Data Science Essentials: This course is an introduction to data science, covering topics such as data cleaning, visualization, and machine learning. (edX)
- Harvard Data Science: R Basics: This course is an introduction to the R programming language and its applications in data science. (edX)
- Harvard Data Science: Python Basics: This course is an introduction to the Python programming language and its applications in data science. (edX)
- Harvard Data Science: Data Visualization: This course covers the principles and practices of data visualization, including data cleaning, visualization tools, and communication of insights. (edX)
- Harvard Data Science: Machine Learning: This course covers the basics of machine learning, including supervised and unsupervised learning, regression, classification, and clustering. (edX)
- Harvard Data Science: Statistical Inference: This course covers the principles of statistical inference, including hypothesis testing, confidence intervals, and regression analysis. (edX)
- Harvard Data Science: Data Science Capstone: This course is a capstone project that allows students to apply their data science skills to a real-world problem or dataset. (edX)
All of these courses are available on edX, a massive open online course platform, and are free to enroll. However, some courses may offer a verified certificate for a fee.
Here are the course details:
- Duration: 4-6 weeks per course
- Format: Online, self-paced
- Level: Beginner to intermediate
- Prerequisites: None
- Certificate: Optional (verified certificate available for a fee)
Note that while these courses are free, they are still taught by Harvard University faculty and are designed to provide a comprehensive introduction to data science.