7 Best Intermediate Data Science Courses You Must Know in 2022

There are several courses accessible to learn data science skills. However, these courses are screened based on the following standards:

Rating

Topics Covered

Interesting lessons and a lively instructor

How many students benefited?

Positive comments from a variety of aggregators and forums

Introduction to Data Science – Metis

4.9/5 on SwichUp and 4.8/5 on Course Report for a course delivered live by a data scientist from a prestigious organization. This six-week data science course covers each phase of the whole data science process and is the only live online course on this list.

Twice a week, you'll work together with the instructor and other students to learn data science as if it were a regular college course. You can ask questions, but the teacher also allots additional time during office hours to help any pupils who might need it.

Price - $750

You'll need to have a working knowledge of Python, some linear algebra, and fundamental statistics as prerequisites. To master Python, Stats, Probability, Linear Algebra, and Calculus specifically for data science, Metis also offers Beginner Python and Math for Data Science, a separate live online course. The finest options, as determined by data analysis, are listed in my article on Python courses if you're interested in taking one.

Applied Data Science with Python Specialization at Coursera by Michigan University

This outstanding specialization, which focuses on the applied aspect of data science, is offered by the University of Michigan, which also offers an online master's degree in data science. As a result, you'll learn how to use tools like matplotlib, pandas, nltk, scikit-learn, and networkx and also other majorly used tools in data science Python libraries.

This series offers a thorough explanation of how to apply and assess those algorithms in Python but does not include the statistics required for data science or the derivations of different machine learning methods. As a result, I believe that this would be more suitable for someone who is already familiar with R or is studying the statistical principles elsewhere.

If your statistical expertise is rusty, first have a look at the Statistics with Python Specialization. You will be taught many of the most important statistical methods needed for data science.

Price - Free of Cost or $49 per month for certificate or graded materials

Provider - University of Michigan

Data Science MicroMasters – UC San Diego at EdX

Advanced graduate-level courses are offered by edX called MicroMasters. In the case of this MicroMaster's, passing the classes and earning a certificate will credit toward 30% of the Rochester Institute of Technology's full Master of Science in Data Science degree (RIT).

Because they are intended for aspiring master's students, the prerequisites for these courses are more demanding than for many of the other courses on this list. Since the first course in this series doesn't spend much time on Python's foundations, you should be comfortable with programming.

Overall, this MicroMaster's was the ideal blend of theory and practice. The lectures cover a wide range of material and are excellently balanced with applicability to the actual world.

Price – Free or $1260 for certificate and graded material

UC – San Diego

Certified Data Scientist Specialist by Edvancer

Weekend live online classes for 150 hours will be combined with 150 hours of homework and projects.

Get the advantages of home studying with fully interactive, online courses. (SQL will only be accessible via video.)

In this thorough specialized course, you will learn R, Python, SQL, Predictive Analytics, and Machine Learning.

Engage with the instructors in the classroom like you would in a regular class by asking them questions.

After certification, get 100% placement help to start a data science job.

Lifetime 24/7 access to the course materials and all class recordings.

Prerequisites

Finished college or are enrolled in their final year of any graduate program.

It's not required to have programming or math knowledge. However, it will be necessary to be comfortable understanding programming and math.

Certified Data Analytics Specialist by Edvancer

Learn through 90 hours of weekend live online classes and 100 hours of homework and projects.

Get the advantages of home studying with fully interactive, online courses. (SQL & Tableau will only be accessible via video.)

In this thorough specialized course, you will learn R, SQL, Tableau, Predictive Analytics, and Data Visualization.

Engage with the instructors in the classroom like you would in a regular class by asking them questions.

After certification, get 100% placement help to start a data science job.

Lifetime 24/7 access to the course materials and all class recordings.

CS109 Data Science by Harvard

This Harvard course is among the finest for beginners since it has a nice balance of theory and application. Although it isn't on an interactive platform like Coursera or edX and doesn't provide any kind of certification, it is absolutely free and worth your time.

This course uses Python, and there are numerous lectures going through the nuances of the various data science libraries to work through intriguing, real-world challenges. One of the few data science courses available that covers every step in the process is this one.

Python for Data Science and Machine Learning Bootcamp by Udemy

A course that is extremely cost-effective for the value. The instructor does a fantastic job of laying out the statistical learning, visualization, and Python ideas required for any data science tasks. The assignments are a big advantage of this course over other Udemy courses. You'll take breaks during the course to work on Jupyter notebook workbooks to help you learn, and the instructor will subsequently provide solutions videos to further clarify each step.