Interested in online learning?

Edukatico will keep you updated from time to time. (You can stop this at any time.)

Transparency note: Some course providers support the operation of our search portal with referral commissions.

35 Online Courses in Data Science

Data science is an emerging profession with high salaries. We show you 35 online courses in data science that help you stay on the cutting edge of this rapidly evolving discipline.

35 Online Courses in Data Science
Picture: GDJ/Pixabay

Data Science uses a combination of computing and data analysis skills to extract insights from large data sets. Being able to recognize previously undiscovered patterns in massive data collections has changed the way how many sciences are done. This makes data science an indispensable subject and data scientists one of the highest paid professions. 

The job of the data scientist only emerged in the last few years. Many people currently working in data science are lateral entrants. Data science is perfectly suitable for newcomers

However, there are many aspects to consider if you want to break into this highly competitive field.



How Can I Break Into Data Science?

It is absolutely possible for newcomers to build a career in data science. You do not even need a background in data analysis. However, you must be aware that this will be a long journey. You need to work systematically and know how to stay motivated.

This is our advice for starting a career in data science:

  1. Build core foundational skills in programming, statistics and linear algebra. For example, it is an advantage if you are fully confident at handling Python. You also need to know how to use algorithms.
  2. Progress to advanced methods of machine learning, pattern recognition, data warehousing, and data visualization. 
  3. Start applying those concepts to real-world questions as early as possible. For example, you could conduct a data analysis of healthcare data, find patterns in the preferences of the users of your website, or create your own app. Play around! Applying the skills that you have learned to issues that you feel passionate about enhances your motivation and makes it more likely that you will put in a lot of hours.
  4. Work with and learn from professionals in the field of data science. Internships are a great way to do this. The comments and feedback that you will be given are invaluable for your learning experience. Internships also help you network and grow your contact base.
  5. Build a portfolio. Create a portfolio online with your best projects. A good portfolio can be the single most important step to landing your first job. 



What Different Ways Exist to Learn Data Science?

You can learn data science in the following ways:

  1. Take a degree in data science at a university.
  2. Study from textbooks: There are many textbooks on the internet that you can access free of charge. View this list of 100+ free data science textbooks compiled by the organization LearnDataSci.
  3. Learn data science with online courses: We currently list 200+ data science online courses in our directory. The following is a list of our favorite 35 online courses in data science. The courses are sorted according to whether they are offered by a university, a corporation, or an online education provider. 


1. Data Science Courses Offered by Universities

The following is a list of data science focused online classes provided by universities around the world. 

  • UCSDData Science”-This is a beginner course that offers a certificate, requires a fee, and teaches you mathematical and computational skills in order to make data driven business choices.  
  • Harvard UniversityData Science”- This is a beginner course that offers a certificate, requires a fee, and offers data science essentials through real life case studies. Courses include information on machine learning, probability, visualization, linear regression, R programming language, and more. 
  • Johns Hopkins UniversityData Science Specialization”- This is a beginner course that offers a certificate, requires a fee, and provides a solid introduction to data science dealing with topics such as data analysis, receiving data and organizing data, R programming, machine learning, and statistical inference and regression. 
  • University of MichiganData Science Ethics”- This is a beginner course that offers a certificate, does not require a fee, and focuses on ethics in relation to data science and how to analyze these issues. 
  • UC BerkeleyFoundations of Data Science”- This is a beginner course that offers a certificate option, requires a fee, and provides an introduction to data science with programming, machine learning, and statistics. 
  • Massachusetts Institute of TechnologyStatistics and Data Science”- This is an intermediate course that offers a certificate option, requires a fee, and provides an introduction to data science through probability, statistics, machine learning, and data analysis. Prior knowledge of Calculus and Python programming are required. 
  • University of WashingtonCommunication Data Science Results”- This is an advanced course that offers a certificate option, does not require a fee, and teaches students to design, recognize, and use visualization in their computer science research. 
  • University of Notre DameData Science Readiness Assessment”- This is an intermediate course, in English, that offers a certificate option, does not require a fee, and helps to evaluate preparedness in programming and mathematics that are crucial to a career in data science. 
  • UC DavisSQL for Data Science”- This is a beginner course that offers a certificate option, does not require a fee, and introduces the fundamentals of SQL and how to work with data. No prior experience is needed. 
  • University of AdelaideProgramming for Data Science”- This is a beginner course that offers a certificate option, does not require a fee, and teaches you to solve real world data problems through data analysis techniques, fundamental programming concepts, and computational thinking. 
  • University of DundeeData Science in the Games Industry”- This is an intermediate course that offers a certificate option, does not require a fee, and looks at how to enhance the gaming experience and increase profits through the use of big data. 
  • University of IllinoisMaster of Computer Science in Data Science”- This is an intermediate course that offers a certificate option, requires a fee, and offers a master’s program which teaches the process of taking statistical and computational knowledge of big data and how to turn it into perceptive analysis. 
  • WesleyanData Analysis Tools”- This is an intermediate course that offers a certificate option, does not require a fee, and teaches you how to use the right statistical test for questions asked to provide a proper data analysis. 
  • Columbia UniversityStatistical Thinking for Data Science and Analytics”- This is a beginner course that offers a certificate option, does not require a fee, and explores how to judge the probability of an event based on certain conditions. 
  • University of ColoradoData Warehouse Concepts, Design, and Data Integration”- This is a beginner course that offers a certificate option, does not require a fee, and teaches skills and concepts for creating data workflows and designing data warehouses. 
  • Purdue UniversityAP Computer Science A: Java Programming Data Structures and Loops”- This is a beginner course that offers a certificate option, does not require a fee, and covers the basics of programming in Java. 
  • University of VirginiaUnderstanding Your Data Analytical Tools”- This is an intermediate course that offers a certificate option, does not require a fee, and teaches how to use multilevel analyses based on a real data set. It is designed for those interested in research methods with SPSS and PhD students. 
  • IIT BombayFoundations of Data Structures”- This is an intermediate course that offers a certificate option, does not require a fee, and teaches data structures by organizing and managing frameworks over time. 
  • University of Texas at ArlingtonSocial Network Analysis”- This is a beginner course that offers a certificate option, does not require a fee, and teaches how to perform a social network analysis to understand how people share and seek information in educational settings. 
  • Hong Kong University of Science and Technology Introduction to Java Programming Part 1”- This is a beginner course that offers a certificate option, does not require a fee, and explores basic Java programming elements along with data abstraction through object-oriented frameworks and problem representation. 
  • Imperial College LondonMathematics for Machine Learning Specialization”- This is an intermediate course that offers a certificate option, requires a fee, and explores mathematics needed for machine learning and data science applications. 
  • Eindhoven University of TechnologyProcess Mining: Data Science in Action”- This is a beginner course that offers a certificate option, does not require a fee, and provides data science skills that can be applied to improve and analyze various different processes. 
  • Georgia Institute of Technology Materials, Data Sciences, and Informatics”- This is an advanced course that offers a certificate option, does not require a fee, and provides an overview of Materials Informatics.


A very informative YouTube video on how to break into data science 


2. Data Science Courses Offered by Corporations

 The following is a list of data science online courses provided as educational enrichment from large corporations: 

  • Microsoft “Data Science Essentials”- This is an intermediate course that offers a certificate option, does not require a fee, and teaches students how to derive and build insights through machine learning and data science. 
  • IBM “What is Data Science?”- This is a beginner course that offers a certificate option, does not require a fee, and is a short online course that gives an overall idea of what data science is all about. 
  • PwC “Data Visualization with Advanced Excel”- This is an intermediate course that offers a certificate option, requires a fee, and teaches advanced Excel skills along with data connections to external databases and Visual Basic for Applications.  
  • Google Cloud Training “From Data to Insights with Google Cloud Platform Specialization”- This is a beginner course that offers a certificate option, requires a fee, and explores visualization and data analysis through the Google Cloud Platform.  
  • LinkedIn Learning Data Science Grundlagen: Eine Einführung”- This is a beginner course, in German, that does not offer a certificate option, does require a fee, and explores a thorough overview of methods, tools, knowledge, and techniques, of data science. 
  • IEEE “Introduction to Data Storage and Management Technologies”- This is an intermediate course that offers a certificate option, does not require a fee, and provides a basic understanding of management technology and enterprise data storage.

 

3. Data Science Courses Offered by Online Education Companies

 The following is a list of data science courses offered through online educational companies: 

  • Cognitive Class “Data Science Foundations”- This is a beginner course that offers a certificate option, requires a fee, and provides an introduction to data science by looking at statistics, machine learning, and Python programming. 
  • Codecademy “Data Science Path”- This is a beginner course that does not offer a certificate option, requires a fee, and looks at the fundamental concepts of data science such as machine learning, visualization, statistics, analysis, and programming.  
  • Udacity “Intro to Data Science”- This is an intermediate course that offers a certificate option, does not require a fee, and provides an initial introduction to data science. Prior knowledge of programming and statistics is a plus. 
  • Yandex “Big Data for Data Engineers Specialization”- This is an intermediate course that offers a certificate option, requires a fee, and serves as an introduction to big data exploring topics such as Hoop, MapReduce, Spark, machine learning, data processing, and offline data processing. 
  • Udemy “Tableau Ten Advanced Training: Master Tableau in Data Science”- This is an intermediate course that offers a certificate option, requires a fee, and teaches Tableau 10 by leaning to solve real analytics problems at an expert level. 
  • Open HPI “Data Engineering und Data Science”- A beginner course in German with certificate option. The fee-based course teaches an overview of data science with a focus on collection and cleaning of data, data mining, data visualization, machine learning, and big data.

 

Edukatico is Your Search Portal for Online Courses

Whether you are just starting to learn about data science, or are interested in pursuing high level data science certification coursework, Edukatico can help you find the program that best fits your goals. We currently list more than 200 courses in data science in our directory. With our Course Manager you can organize your online learning across various providers. You can also subscribe to our newsletter here and follow us on Facebook and Twitter!