Want to get your hands on the best plus free online courses and study at your ease and pace? Takethiscourse.net presents to you the “Purdue course catalog” that has names and a short description of the 10 best free online courses. So, let us take a look at this list.

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Courses in this Guide

Click any course to jump directly to its detailed review

1 Data Science for Smart Cities → 2 Introduction to R for Data Science → 3 Applied Quantum Computing I: Fundamentals → 4 Digital Media Analytics Program → 5 Decision Making in Engineering Design → 6 Improve Your Intercultural Competence → 7 Biological Engineering: Cellular Design Principles → 8 Probability: Basic Concepts & Discrete Random Variables → 9 Desertification: Problems and Solutions → 10 Understanding Diversity and Inclusion →

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Rice Course Catalog → MIT Course Catalog → ASU Course Catalog → UC Davis Course Catalog → CalTech Course Catalog →

Design-Led Strategy: Design Thinking for Business Strategy and Entrepreneurship

- - The University of Sydney via Coursera
  - 20 hours of effort required
  - 32,325+ already enrolled!
  - ★★★★★ (564 Ratings)

Purdue Course Catalog:

Below are the details of the Purdue course catalog best free online courses.

Data Science for Smart Cities

- - Purdue University via edX
  - 16 Weeks (6-9 hours weekly) of effort required
  - Skill Level: Intermediate
  - Course Type: Instructor-led

An engaging Purdue Course Catalog course that will help you learn the various scientific techniques for the analysis of large-scale data that is present in city networks. With that, you will also learn to infer and predict large-scale data in the most effective possible manner. Starting the course, you will get an introduction to the scientific techniques. Then the instructor will talk about the basics of data science methods for analyzing these datasets. Similarly, the instructor has also focused on the methods and their application to smart-city problems in detail. After that, you will learn how python can be used in the application of each method on datasets. You might also be interested in Data Science Academy – free online Courses.

The Purdue Course Catalog course contains different topics like what are the different types of data generated by the smart cities. Then the instructor will talk about how to apply the basics of various data mining techniques. Similarly, you will also get to map out the data mining tool that is suitable for various smart city applications. Going further, there will be a detailed discussion about how to interpret the results from the data mining tools. You will then be taught to make connections to policy-making as they relate to smart city applications. Plan your semester with UC Davis’s available courses.

Introduction to R for Data Science

- - Purdue University – Center for Science of Information via FutureLearn
  - 4 Weeks (4 hours weekly) of effort required
  - 22,764+ already enrolled!
  - ★★★★☆ (30 Ratings)

Here you will get to discover big data by working with airline data to learn the fundamentals of the R platform. The instructor has given a detailed explanation as to how to download, install, and then use the R platform. You will be given step-by-step instructions about how to import data into R and visualize data easily. Similarly, you will be taught to use vectors and vectored functions in detail. This includes detailed information on some of the tapply functions as well. Going further, you will get a chance to learn to manipulate data into desired formats. Thus this and much more will be learned in this course. You can also find out R Programming certifications.

I have found this course to be a great one. The lecture videos were so easy-to-follow and engaging. Even the quizzes were very creative and challenging. I think the instructor has put his soul into designing this course which is worth acknowledging. And that is why I would strongly recommend this course to all those people out there who wish to understand R for data science but at their own ease and pace (Priyanka. F, ★★★★★).

I am really satisfied with the depth and length of the course. The lecture videos are not too long to make you lose interest neither too short to not understand anything. (Macarena R, ★★★★★).

Checkout our 150+ Data Science and Big Data Online Courses collection from best universities and organizations.

Applied Quantum Computing I: Fundamentals

- - Purdue University via edX
  - 5 Weeks (7-8 hours weekly) of effort required
  - Skill Level: Advanced
  - Course Type: Instructor-led
  - This course is part of Quantum Technology: Computing MicroMaster Program

Do you wish to understand the essential foundations that are required to understand the computing models? In this course, you will get to understand the computing models that are built from the principles of quantum mechanics. The instructor will explain the fundamental postulates of quantum mechanics in a step-by-step guide. You will get to learn how they can be mapped into present-day quantum information processing models in detail. Topics like computation, simulation, optimization, and machine learning are also a part of this course. To be able to actually learn from this course, you need to have an understanding of the minimal set of engineering and science.

Similarly, the instructor will talk in detail about the postulates of quantum mechanics. After that, you will get to know everything about gate-based quantum computing. Going further, there will be a detailed discussion on quantum errors and error correction. Later, you will get to understand what adiabatic quantum computing is. Similarly, the instructor will also talk about quantum machine learning and many other topics in this course.

Digital Media Analytics Program

- - Purdue University via FutureLearn
  - 15 weeks of effort required
  - 6 Courses & 1 Assessment
  - 3 Credit hours towards Master of Professional Communication

A Purdue Course Catalog course that will help you explore the different aspects of digital and social media analytics in detail. You will get to learn all about digital media program that has been designed for business professionals. You will learn about how businesses make sense of huge piles of data that comes from social and digital media. With that, the instructor will talk about the best strategies for extracting and using the data. Similarly, you will also get to explore the digital media analytics in the most effective possible manner. You can also find out different types of Data Analysis?

Going further, the instructor is going to talk about how to use data for social media research. With that, you will understand the difference between the opportunities and limitations of social media data. Then, you will learn to identify methods for using ready and custom-made tools. In addition, the instructor will help you understand how to write effective reports and draft scorecards. Moreover, you will get to know to interact with data scientists by speaking their language.

Decision Making in Engineering Design

- - Purdue University via edX
  - 17 Weeks (8-9 hours weekly) of effort required
  - Skill Level: Intermediate
  - Course Type: Instructor-led
  - This course is part of Reliability and Decision Making in Engineering Decision MicroMaster Program

A course that aims to provide a rigorous foundation of decision making in a step-by-step guide. The course brings together theories and knowledge from different fields of study and applies them to the engineering design context. Many topics are covered in the course that will help you understand how to make decisions in engineering design. You will learn about multi-objective decision making under risk and uncertainty. With that, the instructor will talk about group decision making in detail. You might also be interested in online Engineering courses with certificate.

Going further, you will learn about the heuristics and biases in human decisions as well. Similarly, the instructor has given different examples of engineering design that include estimation of customer preferences, simulation-based design, and sustainable design. Upon completing the course, you would be able to formulate design decisions under risk and uncertainty. With that, you would have gained a good understanding of applying multi-attribute utility theory for making decisions in engineering design and much more.

Improve Your Intercultural Competence

- - Purdue University via FutureLearn
  - 4 Weeks (3 hours weekly) of effort required
  - 27,267+ already enrolled!
  - ★★★★☆ (26 Reviews)

Wish to improve your intercultural competence but don’t know how? In this course, you will be given all the necessary guidelines to develop the attitude, skills, and knowledge to thrive in diverse workplaces. The instructor will first talk about the basics of intercultural competency. Then you will understand the importance of intercultural competency in a step-by-step guide. Going further, the instructor is going to explain what openness and cultural diversity is. Then you will understand what self-awareness and behavior with cultural differences are. Thus these and many other topics will be covered in this online course.

I can say this was a very enjoyable course and the level was right for me. All the content available in this course was very interesting and thought-provoking. Even the YouTube videos were relevant and presented excellently. (Donna M, ★★★★★).

I have sincerely enjoyed learning from this Purdue Course Catalog course. It is because the basics of intercultural conservations have been explained very thoroughly in this course. With the help of this course, I became more curious to know more about other cultures. (Sakina M, ★★★★★).

Biological Engineering: Cellular Design Principles

- - Purdue University via edX
  - 7 Weeks (2-3 hours weekly) of effort required
  - Skill Level: Intermediate
  - Course Type: Instructor-led

A course that will help you explore established and emerging cellular design principles but according to your ease and pace. You will be taught how cells actually function as the basis for cellular engineering in detail. Similarly, you will learn about emerging cellular design principles and also view cells as machines. Whatever you learn from this course can then be applied to non-living devices that communicate with cells. In addition, you will be introduced to current and emerging living/non-living bio-hybrid devices. These are either bio-hybrid robots or neural implants.

After that, you will be taught everything there is about how to apply fundamental engineering principles to living cells. Then, the instructor will make you understand what engineering principles are and what they can tell us about how cells functions. Furthermore, there will be detailed discussion on different topics like design curves, equations, models, and more. The instructor will talk about a framework that is used for measuring and controlling cells as micro-devices as well. Thus upon completing this course, you would have gained a complete understanding of the cellular design principles. Another aggregation of interest can be Free Online Biochemistry Courses.

Probability: Basic Concepts & Discrete Random Variables

This is the best ever Purdue Course Catalog course to learn the fundamental concepts of mathematical probability and prepare for a career in this growing field. Through the learning content of this course, you will be able to get an introduction to mathematical probability. The instructor will give guidelines to prepare for the field of information and data science in the most effective possible manner. With that, you will also get an introduction to basic probability concepts and rules in detail. After that, the instructor will explain the Bayes theorem in detail.

Similarly, you will also be given a detailed explanation of the probability mass functions and CDFs. After that, the instructor will talk about the joint distributions and expected values. After completing the course, you would have gained a good understanding of the basic probability concepts and rules. With that, you will gain a complete understanding of the widely used probability models with discrete random variables. Moreover, you will also understand how probability models work in practical problems and much more.

Innovation: From Plan to Product

- - The University of Queensland via edX
  - 10 Weeks (8–10 hours Weekly) of effort required
  - 13,312+ already enrolled!
  - This course is part of the Corporate Innovation MicroMaster Program

Desertification: Problems and Solutions

Did you ever want to know what actually happens when the fertile earth starts to degrade? In this course, you are going to discover the complex problem of desertification and consider all the potential solutions to prevent it from happening. First, you will get an introduction and desertification. Then the instructor is going to talk about the issues in desertification in detail. Now, these issues include soil depletion, dust bowls, dust storms, and global warming. The instructor is going to explain the entire desertification process in detail.

Going further, the Purdue Course Catalog instructor will teach you the 6-step future problem-solving model in detail. This includes information to identify different challenges. Then generate and evaluate solutions. After that, you will learn to develop an action plan for reversing desertification. In addition, you will also learn about the 4Cs of learning. The instructor will help you brainstorm potential solutions that are related to many things. This includes desertification, creativity, critical thinking/problem-solving, communication, and collaboration. So, enroll today in this course and start gaining all the information you need about desertification.

Understanding Diversity and Inclusion

- - Purdue University via FutureLearn
  - 3 Weeks (3 hours weekly) of effort required
  - 25,673+ already enrolled!
  - ★★★★★ (147 Ratings)

Now in this course, you will get a chance to understand how to develop attitudes, knowledge, and skills of cultural diversity. You will become capable of creating inclusive environments through this course. The instructor will first talk about the different phases of diversity dexterity. Then he will be talking about unconscious biases in detail. In addition, you will get to understand the ethnocentric and ethno-relative mindsets in detail.

I had no intention of taking this course due to lack of time. But luckily I got some time on my hands so decided to take this course. Though I was not expecting this course to be this much informative, but to my surprise, it was. The course exceeded my expectations and made me explore unconscious biases in the most effective possible manner. How one can make assumptions and act on them was also something that I got to learn from this course. (Heather S, ★★★★★).

This Purdue Course Catalog course was a challenge for me to grow a greater awareness of cultural differences. Completing this course made me realize that taking this course was the right thing for me. (Rosalind B, ★★★★★).

Final Thoughts:

After reading the details of each of these courses, all you need to do is decide which course is for you. Know that all these courses have been handpicked by takethiscourse.net team members. So whatever the course you decide to take would be equally informative, engaging, and helpful. Futhermore, you can find best Free Online University Courses with Certificates here. Therefore, enroll in one of the courses now and don’t forget to stay safe, stay home, and never stop learning.

Purdue Course Catalog – Best Free Online Courses