EdX is a popular online platform that has been created as a tie-up between Harvard University and the Massachusetts Institute of Technology. This website has been created with the aim to cover courses in a wide range of disciplines and delivers them to a worldwide student body. EdX provides top-quality courses that are offered by 140 world-famous universities at free or affordable charges to make learning easy. The website includes more than 3,000 courses and has programs available for learners of all stages in all disciplines.
Data Science is an interdisciplinary field that deals with scientific methods, algorithms, and other processes in order to gain insights into the area of research. A study in Data Science includes Data Mining, Machine learning, big data, and Statistics, data scientists are responsible to collect data from a multitude of different data sources and have the ability to organize the information, translate results into solutions, and communicate their findings in a way that positively affects business decisions. By acquiring a degree or course in Data Science, you can work as a Data Scientist, Data Analyst, Business Intelligence Analyst, Systems Analyst, and Data Engineer. Here are some of the best Data Science courses offered by EdX:
1. MicroMasters Program in Statistics and Data Science- Massachusetts Institute of Technology
MicroMaster’s course is a mini version of the original Master’s degree which means the duration of the course is much shorter than the original one. This program EdX is offered by MIT that focuses on the topics of Data Science, Statistics, and machine learning. The course is designed to help you with understanding the functions and areas of data science and statistics, and analyzing big data, make data-driven predictions through probabilistic modeling and statistical inference. Data Science may be a complex field for you, but with the easy-to-understand courses available in EdX, everything seems simplified and understandable.
2. Professional Certificate in Data Science program by Harvard University
Another course available on the website is offered by the prestigious Harvard University. This course on Data Science will focus on your understanding of the fundamentals of R programming, and Statistical concepts such as probability, inference, and modeling and how you can apply them in practice life. It will also cover the areas of tidy verse, including data visualization with ggplot2 and data wrangling with dplyr, and will also give emphasis on machine-learning algorithms. This course would provide you with an in-depth knowledge of the fundamentals of Data Science and how to apply them in your professional life. The duration of the course is 1 year and 5 months, with flexible schedules available to suit your requirements and on completion of the course, you will receive a professional certificate that would help you in your career.
3. MicroBachelors Program in Elements of Data Science- RICE
This course offered by RICE is a short-term Bachelor’s level course with a duration of only 6 months. Here in this course, you would learn the basics of Data Science, focusing on Linear Algebra, machine learning algorithms, signal processing, and the ability to navigate the data science process like an expert. In order to gain a certificate on this course, you must complete and pass with a score of 70% grade or higher in all Data Science programs.
4. MicroMasters Program in Data Science by University of California San Diego
This MicroMaster’s program is offered by the most reputed University of California, San Diego, here in this course, you will learn about loading and cleaning real-world data, and the function of Python in Data Science. You will also learn about machine learning fundamentals, the functions of probability, and Statistics in Data Science by using Python. The course will also guide you to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform. On the completion of the course, you only are provided with a certificate if you have successfully passed in all the programs included in the degree.
5. Analytics: Essential Tools and Methods by Georgia Institute of Technology
This is a MicroMasters program offered by GIT, that will introduce you to the essential analytics tools such as Python, SQL, and others. With the help of this course, you will understand the fundamental models and methods of analytics, and how and when you can apply them in practical life. The course is well designed to introduce you to basic programming principles and practices relevant to modern data analysis, data mining, and machine learning. And also with a focus on business analytics to make you an expert in the field.
6. Python Basics for Data Science- IBM
This is a beginner-friendly course presented by IBM to introduce the basics of Python, which is an essential element of Data Science. The length of the course is only 5 months and is available at a flexible schedule. This introductory course is free, but you will only be provided with a professional certificate for the successful completion of the course on time and a payment of $99.23.
7. Probability and Statistics in Data Science using Python- UC San Diego
This is another MicroMasters program provides by UC, San Diego that will introduce you to the foundations of probability and statistics. Here you will learn and understand the mathematical theory as well as gain the experience of applying it practically, the actual data using in Jupyter notebooks. This is an advanced level course with a duration of 10 months. The course is free and accessible to all, but you need to make a payment of $ 350.92 to get a professional certificate.
8. Data Science: R Basics by Harvard University
The last course on our list is a course offered by Harvard University in R Basics. This introductory course is for beginners and is ideal for completely understanding the functions of R programming. Here, you will learn to wrangle, analyze, and visualize data, and will learn about concepts like probability, inference, regression, and machine learning. This course will give you an in-depth knowledge of R programming functions and data types and would help you develop skills in Data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, and much more. The length of the course is only 8 weeks and is free, you will be provided with a certificate on the successful payment of $ 149.37.