10 Best + Free Duke Courses with Certificates

Duke University is home to around 13,000 bright and curious students from various academic backgrounds, both at the undergraduate and graduate levels. Alongside these exceptional students, there is a remarkable faculty that is dedicated to pushing the boundaries of knowledge in their respective fields. What sets Duke apart is its deep-rooted belief in using this knowledge to make a positive impact on society, not only in the vicinity of its North Carolina campus but also on a global scale. Below you can find list of Best + Free Duke Courses with Certificates that cover different subject areas.

Best Duke Courses with Certificates

Introduction to Logic and Critical Thinking Specialization

• • • Duke University via Coursera
    • 31,921+ already enrolled!
    • ★★★★★ (496 Ratings)

This specialization will help you understand and appreciate arguments that are presented by you and other people.

• The reason why we chose this specialization is its focus on explaining how to determine whether an argument is deductively valid. You will be taught how to recognize fallacies in detail.
• This specialization is for those who wish to analyze and assess the five common forms of inductive arguments.

Introduction to Machine Learning

• • • Duke University via Coursera
    • 181,444+ already enrolled!
    • ★★★★★ (3,294 Ratings)

In this highly engaging and informative course, the instructor will help you develop a foundational understanding of machine learning models. This includes logistic regression, convolutional neural networks, natural language processing, and more.

• The reason why we chose this course is its focus on providing practice exercises that will give learners hands-on experience implementing the data science models on data sets.
• This course is for those who wish to understand how to implement machine learning algorithms with PyTorch and open source libraries.

Excel to MySQL: Analytic Techniques for Business Specialization

• Duke University via Coursera
• 209,683+ already enrolled!
• ★★★★★ (11,143 Ratings)

In this specialization, you will be taught how to formulate data questions, inform strategic decisions, and explore and visualize large datasets.

• The best thing about this specialization is its focus on explaining how to use powerful tools and methods like Excel, Tableau, and MySQL for analyzing data and creating forecasts and models.
• This specialization is for those who wish to understand how to design visualizations and apply skills to explore and justify improvements to a real-world business process.

Renewable Energy and Green Building Entrepreneurship

• • • Duke University via Coursera
    • 75,771+ already enrolled!
    • ★★★★★ (2,562 Ratings)

In this course, the instructor will define the key business opportunities, challenges, and potential solutions in the renewable energy and green building sectors.

• The reason why we chose this course is its focus on explaining how to analyze a successful business in renewable energy or green building.
• This course is for those who wish to understand how to take real world steps towards launching a new business or corporate initiative.

AI Product Management Specialization

• • • Duke University via Coursera
    • 13,051+ already enrolled!
    • ★★★★★ (199 Ratings)

This specialization is all about explaining how to identify when and how machine learning can be applied for solving problems.

• The reason why we chose this specialization is its focus on explaining how to apply human-centered design practices for designing AI product experiences that can then protect privacy. You will learn to identify and mitigate privacy and ethical risks in AI projects.
• This specialization is for those who wish to understand how to lead machine learning projects using the data science process and best practices from industry.

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MLOps | Machine Learning Operations Specialization

• • • Duke University via Coursera
    • 1,968+ already enrolled!
    • ★★★★★ (19 Ratings)

Do you want to level up your programming skills and become a machine learning engineer? If yes, then this specialization is for you.

• The best thing about this specialization is its focus on explaining how to utilize Amazon Sagemaker/AWS, Azure, MLflow, and Hugging Face for end-to-end ML solutions, pipeline creation, and API development.
• This specialization is for those who wish to understand how to design a full MLOPs pipeline with MLflow, and learn to manage projects and track system features.

Data Science Math skills

• • • Duke University via Coursera
    • 375,784+ already enrolled!
    • ★★★★★ (11,187 Ratings)

In this “Data Science Math Skills” course, you will understand all about Venn diagrams, interval notation, and algebra with inequalities.

• The best thing about this course is its focus on explaining the concept of instantaneous rate of change and tangent lines to a curve.
• This course is for those who wish to understand all about exponents, logarithms, and natural log function, and more.

Building Cloud Computing Solutions at Scale Specialization

• • • Duke University via Coursera
    • 10,112+ already enrolled!
    • ★★★★★ (226 Ratings)

Are you interested in launching your career in cloud computing and need guidance? If yes, then this specialization is for you. Here, you will master different strategies and tools to become proficient in developing data science and machine learning solutions in the cloud.

• The best thing about this specialization is its focus on explaining how to build websites that involve serverless technology and virtual machines using the best practices of DevOps.
• This specialization is for those who wish to understand how to apply machine learning engineering to build a flask web application that serves out machine learning predictions.

Entrepreneurial Finance: Strategy and Innovation Specialization

• • • Duke University via Coursera
    • 24,173+ already enrolled!
    • ★★★★★ (872 Ratings)

This specialization is all about explaining how to evaluate the entrepreneurial ventures using Excel. You will be taught how to use R programming for calculating the return of a stock portfolio.

• The reason why we chose this specialization is its focus on explaining how to build capitalization tables in Excel. You will explore the different financing strategies for your startup company.
• This specialization is for those who wish to identify opportunities to use blockchain for disrupting and innovating business models.

Data Analysis with R Specialization

• Duke University via Coursera
• 18,474 + already enrolled!
• ★★★★★ (5,704 Ratings)

In this specialization, you will master data analysis with R Programming. The aim of this specialization is to shed light on the statistical mastery of data analysis including basic data visualization, statistical testing and inference and linear modeling.

• The reason why we chose this specialization is its focus on explaining how to perform hypothesis tests and interpret statistical results.
• This specialization is for those who wish to understand how to install and use R and RStudio and utilize regression models to examine relationships between multiple variables.

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