Gone are the days of having to take a four-year degree to become a data scientist or data analyst. These days it’s totally practical to learn data science online, and it’ll save you a lot of time and money.
Whether your goal is to learn the basics from one of the best data science online courses, upgrade your skills with a data science bootcamp online, or launch a career with a data analysis certification online–there are plenty of highly-rated online providers to choose from.
The best places to search for data analytics courses online are MOOCS (‘massive open online courses’) providers. MOOCS are online courses–e.g., data science online courses, software engineering online courses, or machine learning online courses–with unlimited participation and open access via the internet. There are often no academic prerequisites for viewing the best online data science courses, although you’ll usually have to meet certain prerequisites and pay a fee to receive a formal certificate in data science.
There are dozens of reputable data science online course providers on the internet, with Udacity, DataCamp, and edX among the best-recognized names. A handful of big data online course providers have partnerships with top universities and tech companies that allow students to learn data science online from some of the most brilliant minds on the planet.
The structure of the best data analytics courses online can vary considerably. Many of the best courses for data science involve one module while others package several modules into an all-round certificate in data science. Some data science online training providers let you learn data science online at your own pace using video-on-demand while others involve live learning and a fixed schedule.
- Subjects in virtually every tech skill
- Real-world projects and hands-on exercises
- Access to expert lecturers and mentors
- Many of the courses are long and complex
- Most courses require prior knowledge
If you’re a graduate or professional looking to upgrade your skills in specific tech subjects, then look no farther than Udacity. For a little over a thousand dollars and a time-commitment of around 10 hours for 3-6 months, you can learn valuable skills like artificial intelligence, natural language programming, and data analysis from some of the world’s top experts. The best thing about Udacity is that all its courses are built around hands-on tasks, giving you real-life experience valued by employers.
- Highly interactive format
- No need to download any software
- One subscription gives you unlimited course access
- Courses not sold individually
- Narrow range of skills
If you’re looking to launch a career in data science, data analytics, or machine learning engineering, then DataCamp is a great place to start. Its courses are completely interactive, giving you the hands-on experience to completely learn new skills and launch a career. The entire experience is gamified, raising the probability that you will follow through and complete your chosen career track.
- Specialists in technology disciplines
- Choice of self-paced or live classes
- No pre-requisites to join
- Website is a bit hard to navigate
- Lack of information about lecturers
Edureka is a learning platform for technology professionals. It offers dozens of certifications and postgraduate programs in 18 categories including DevOps, cloud computing, artificial intelligence, BI and visualization, and big data. It also offers executive programs in collaboration with a number of top Indian universities.
There are no limits to the ways you can learn data science online. If you want to obtain a range of skills, then you can take a certificate in data science or certificate in data analytics online. If you just want to learn the basics, then you could try one of the short analytics courses online.
Here are some of the skills you can learn with the best data science online training providers:
- Data architecture
- Data product management
- Data analysis
- Data science
- Programming for data science
- Data visualization
- Data structures and algorithms
- Data visualization
- Predictive analytics
- Marketing analytics
- Business analytics
Here are examples of what the best data analytics courses online can do for you, using Python, R, SQL, and AI as examples.
Python is one of the most popular and versatile languages for data science and programming. Therefore, it’s no surprise that many of the best data science courses online revolve around Python.
If you’re just starting out learning Python, there are plenty of analytics courses online where you can dip your toes in the water. For example, edX and the University of Michigan’s 7-week course entitled “Programming for Everybody (Getting Started with Python)” is one of the best online data science courses for beginners.
To include Python in your certifications for data analytics, check out courses like Edureka’s instructor-led live “Python Certification Training for Data Science” class or Springboard’s live one-on-one “Data Science Bootcamp” online. These certifications for data analytics give you official Python accreditation and prepare you for a job in data science or related professions in months.
While Python is an all-purpose language, R is the most important language for doing statistical analysis and data visualization. Therefore, it’s worth learning both R and Python as part of your big data training online or as part of an online data analyst certification.
DataCamp’s “Data Analyst with R” and “Data Scientist with R” are both strong candidates for best data science certification online. Other providers offer R learning as part of broader data science online courses. For example, Udacity’s “Programming for Data Science with R” incorporates training in R, SQL, command line, and git.
SQL is the standard language for relational database management systems and an essential skill for jobs involving data analysis, web development and programming. According to a recent survey of job posts mentioning the word ‘data’ on Indeed.com, SQL is mentioned in 36% of jobs. Therefore, SQL is an important component of many of the best courses for data science online.
The best SQL course for you depends how much you need to learn and whether you want to receive an online data analyst certification at the end of your studies. Many of the best data science courses online platforms offer SQL beginners courses focusing on Oracle SQL or Microsoft SQL Server. Some certifications for data analytics incorporate SQL into the coursework, such as “MySQL for Data Analytics and Business Intelligence” on Udemy.
Artificial intelligence, machine learning and deep learning are at the cutting-edge of data science. If you’ve completed your initial data science online training and are looking to take your career to the next level with a certificate in big data analytics, then AI is where you want to be.
Udacity’s “Artificial Intelligence Nanodegree” is one of the best data science online courses for anyone looking to develop their AI skills. Prerequisites for this course include algebra, calculus, statistics, and Python. “Data Science Specialization” from Coursera and Johns Hopkins University, a candidate for best data science certification online, includes extensive coursework on using AI and machine learning in data analytics.
Platforms that let you learn data science online are a great equalizer. No matter where in the world you live and what your previous skillset, you can pick up virtually any big data online course. With a decent internet connection, small financial investment, and a great deal of motivation, an online certificate in big data analytics could put you on the fast track to career and personal success.