Online Data Science Classes for High School Students

Data Science Topics

When learning data science, you can choose from a course or bootcamp that covers data science comprehensively, including popular programming languages like Python, as well as mathematics/statistics, and machine learning. You can also choose to attend a course that focuses almost exclusively on a specific topic or language within data science, namely Python, R, SQL, and machine learning.

Python Data Science

Python is a general-purpose programming language that is known for being easily readable and visually uncluttered due to its use of whitespace to divide blocks. Used to create applications such as YouTube and DropBox, Python can be used to scrape web pages, making it a powerful tool for data analysis. Using libraries such as BeautifulSoup and scikit-learn, Python can collect and organize assembled data for analysis. Python has broad machine learning capabilities that make it agile and adaptive.

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SQL

SQL stands for Structured Query Language. It is a domain-specific language used by data scientists (along with Python and R) to manage data using relational database management systems. Using several language elements, such as clauses, expressions, queries, statements, and predicates, SQL can query data within a relational database. Fundamentally a declarative language, SQL, includes procedural elements.

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Machine Learning

Machine learning refers to the process by which computers use learning algorithms to do a very human thing: learn from doing. Using computational methods, the algorithms adapt to improve performance in real-time, rather than being tied to a set of predetermined equations. Data scientists use machine learning to find patterns in data. Those patterns surface data of significance, that inform the predictions that drive decision-making.

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R Programming

R is a free software environment and programming language. Widely used among data scientists, R is used to scrape, organize, and analyze data. R is most commonly used within RStudio, which is an integrated development environment specially designed for R. R has an active community of programmers who create and share packages to assist other coders. Using R’s linear and nonlinear modeling, classification, and clustering tools, data analysts can glean valuable statistical insights.

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Live Online Data Science Courses by School

Here are some of the top Live Online schools offering Data Science training, including NextGen Bootcamp (4 courses), Stanford Pre-Collegiate Summer Institutes (2 courses), and iD Tech (1 course).

NextGen Bootcamp

NextGen Bootcamp, a subsidiary of Noble Desktop, is a computer science education company dedicated to providing middle and high school students with a state-of-the-art education in coding and digital design. Its courses are available live online or in-person in New York and New Jersey. NextGen's programs include hands-on, immersive summer camps as well as both in-school and after-school courses that are customized to meet student needs.
NextGen’s Top Live Online Data Science Courses
- Python Data Science & Machine Learning Summer Program
  - 45 Hours
  - $1,999
  This summer course for high school and college students dives into Python programming and its applications in data science. After they master some Python fundamentals, students move onto more advanced topics. Using platforms like Matplotlib, Pandas, and scikit-learn, students learn how to input, graph, and analyze data. This course gives attendees a head start on the most popular and versatile programming language and the fundamentals for a career as a data scientist or analyst.
- Computer Science Summer Program
  - 95 Hours
  - $3,695
  Learn computer science fundamentals with two versatile and powerful programming languages, Java and Python. This 6-week summer course is designed for high school and college students looking to get a head start in programming, or preparing for college-level course work and the AP exam. The certificate program covers everything from programming basics to advanced data science and computer programming concepts. Students also learn Python’s dynamic applications in data science, machine learning, and automation.
- Python Data Science & Machine Learning Summer Program Online
  - 45 Hours
  - $1,999
  This live online summer course introduces high school and college students to Python programming and fundamnental data science concepts. After the participants learn some Python basics, they start learning more advanced material, including the use of platforms like Matplotlib, Pandas, and scikit-learn. This course gives attendees a head start on how to clean and visualize data with Python, making it an appropriate first step for those interested in a career in data science or data analytics.
Stanford Pre-Collegiate Summer Institutes

Stanford University's Pre-Collegiate Summer Institues prepare students in grades 8 through 11 to enter college with small, intensive classes.
Stanford Pre-College’s Top Live Online Data Science Courses
- Introduction to Data Science
  - 2 Weeks
  - $2,700
  In this course, students in grades 9-11 discover the field of data science. As they learn the R programming language, students work with algorithms and real-world datasets and build machine learning models.
- Artificial Intelligence Not currently offered
  - 2 Weeks
  - $2,700
  Students in grades 10-11 who have some experience in programming develop advacned Python skills in this artificial intelligence course. As they build supervised, unsupervised, and reinforcement learning algorithms, students tackle the practical and ethical problems of machine learning.
iD Tech

Founded in 1999, iD Tech offers summer camp and school-year programs that cater to teens with in-person and online classes.
iD Tech’s Top Live Online Data Science Courses
- Intro to Python Coding for Machine Learning
  - 1 Week
  - $1,099
  In this course, students discover the essentials of machine learning. By learning to work in Python, students gain familiarity with object-oriented programming and neural networks.
UMass Summer Pre-College

UMass Amherst offers pre-college education for high school students as part of its University Without Walls (UWW) programming.
UMass Pre-College’s Top Live Online Data Science Courses
- Foundations of Data Science Not currently offered
  - 2 Weeks
  - $1,747
  In this course, high school students develop hands-on experience in the field of data science. Students work individually and in teams on practical projects that include data visualization and natural language processing.

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Learn More About Live Online Data Science Courses

We are living in the age of information. Every time that you use your phone or computer, you’re creating data. Everything that you do online leaves a data footprint behind you: the videos and photos that you post on social media or your blog, the tweets and posts that you make, the things that you search for on Google or watch on YouTube, and who you follow or interact with on social media. Data scientists gather this information and then use machine learning algorithms to make this data usable for business decisions. As data becomes a larger part of our lives, so do data scientists.

Data science is one of the fastest-growing fields in the tech industry. Without harnessing the information and powerful decision-making guidance that data science provides, companies can't survive. To help companies make these important decisions, data scientists have to train in a number of technical skills, including mathematics, statistics, machine learning algorithms, and coding in Python and other languages. Data scientists are in very high demand across all industries, meaning that you could train in data science and in another industry that interests you, such as finance, design, product management, or the entertainment industry. Hiring a data scientist helps companies have the information they need to make intelligent decisions. As online advertisements become more targeted, data scientists are even in higher demand.

Why High Schoolers Should Learn Data Science

High school students should learn data science because it’s a high-demand field with nearly unlimited potential for future growth. In 2020, there were over 2.7 million unfilled data science jobs. This is one of the many reasons that data scientists can command such a high salary. And LinkedIn reports that jobs listed for data scientists have grown by 46% since 2019, even with the global COVID-19 pandemic. If you’re considering being a data scientist, you’re making a smart choice for your future.

In this age of Big Data, data scientists have become a must-have position for any company that wishes to remain viable in the new marketplace. However, there is currently a shortage of data scientists. This means that you’ll have more options in choosing which company to work for or which industry to work in. You might even decide to go freelance and work for several companies as clients. Or work as a data consultant for multiple companies to maximize the variety in your work and increase your income.

The current average salaries for data scientists are above six figures. These averages increase even more in tech hubs like New York City or Portland. The average salary for a data scientist in the United States is $121,000 a year. Data engineers make a little more with an average salary of $129,000 a year. And machine learning engineers make an average annual salary of $143,000. This means that training in data science while you’re still in high school could set you up to be earning over six figures.

Virtual Data Science Classes at NextGen Bootcamp

Virtual data science classes taught live online work in many of the same ways as an in-person course. Because your class is happening live online, you can interact with your instructor and classmates in real-time. You will have the ability to ask questions whenever needed. And you can get feedback on your work via screen-sharing software.

If you choose a virtual course, you can also choose a data science course specifically designed for high school students who are beginner coders. NextGen Bootcamp is a coding and design school that offers data science courses specifically designed for high school students. All of their courses are taught by expert instructors and have guaranteed small class sizes. Their courses combine micro-lectures on a topic with guided practice to apply the learned principles. This means you’ll be getting hands-on guided instruction on applying a topic as soon as you learn. NextGen Bootcamp also offers a free retake option on all their courses which means you can retake the course for free for up to one year to refresh your knowledge or to continue to develop your coding skills.

NextGen Bootcamp’s Live Online Computer Science Summer Certificate is an excellent way for high school students to prepare for the AP Computer Science Exam or to major in computer science in college. This certificate program begins with teaching you how to think like a coder and covers the essentials of coding in Java and Python. These are the two most widely-taught programming languages by college computer science departments. Java is also the language on the AP Computer Science Exam.

Through training in the Java programming language, students learn computer science fundamentals such as thinking like a programmer, writing industry-standard algorithms, object-oriented programming, writing functions, and writing machine learning algorithms. Later in the course, students apply this knowledge of programming concepts to data science in Pandas and Matplotlib.

If you’d like to focus on data science, you should consider NextGen Bootcamp’s Live Online Python Data Science Summer Course. This course offers comprehensive training in Python, the most popular language among data scientists, as well as the foundations of data science through real-world case studies. Students will master the core concepts of coding and programming fundamentals in Python and then move on to more advanced computer science topics, such as object-oriented programming, writing conditional statements, regression, and machine learning algorithms. Skills that are applicable when programming in languages other than Python.

After developing advanced skills in Python, students apply their coding knowledge to solving real-world data science case studies and gain proficiency in data science tools like Pandas and Matplotlib along the way. The final project incorporates the critical skills of a professional data scientist: data collection, inputting data, analyzing that data, and then creating a visualization of those conclusions. Students present the conclusions they’ve determined from the data in a final presentation to the class. Graduates of the course receive a certificate of completion to use for potential internships or on college applications.

Other Live Online Data Science Classes for High Schoolers

If you’re open to training in data science through a virtual live online course, you’ll have more options than if you stick with in-person, local courses. For example, if you’d like to dip your toes into data science, iD Tech offers an Intro to Python Coding for Machine Learning. This week-long course offers an introduction to programming in Python and applying the code for machine learning.

Instead, you might consider taking Digital Media Academy’s live online Data Science course. This course teaches how to think like a data scientist through hands-on assignments. This course has prerequisites; make sure to check that the course you choose is geared toward your skill level. Many prestigious college and university computer science departments offer PreCollege and summer courses in data science, such as Tufts, University of Massachusetts Amherst, and UCLA.

How to Choose a Data Science Class

Choosing the right data science class depends on your goals. If you’re preparing for the AP Computer Science Exam or majoring in computer science, you’ll want to choose a course that aligns more closely with those goals. For example, Java is the language used on the AP Computer Science exam, so you’ll want to choose a course incorporating Java.

If you’re planning to pursue data science or seriously considering it as a career path, you’ll want to choose a more comprehensive course that will provide an adequate understanding of the field to know if it’s the right career choice for you. You’ll probably want to start developing your Python coding skills and mastering the fundamentals of data science as soon as possible. Choosing a virtual course opens up more options since you can take the course from anywhere. You might also consider your current level of programming knowledge; data science is often offered as a more advanced course, so you might want to find a school with fewer prerequisites if you’re a beginner.

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Top Certificate Programs

Top Certificate Programs

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Top Certificate Programs

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Top Live Online Data Science Courses

NextGen Bootcamp Python Data Science & Machine Learning Summer Program Sponsored

UMass Summer Pre-College Foundations of Data Science Not currently offered

Stanford Pre-Collegiate Summer Institutes Artificial Intelligence Not currently offered

Key Insights

Data Science Topics

Python Data Science

SQL

Machine Learning

R Programming

Live Online Data Science Courses by School

NextGen’s Top Live Online Data Science Courses

Python Data Science & Machine Learning Summer Program

Computer Science Summer Program

Python Data Science & Machine Learning Summer Program Online

Stanford Pre-College’s Top Live Online Data Science Courses

Introduction to Data Science

Artificial Intelligence Not currently offered

iD Tech’s Top Live Online Data Science Courses

Intro to Python Coding for Machine Learning

UMass Pre-College’s Top Live Online Data Science Courses

Foundations of Data Science Not currently offered

Live Online Data Science Corporate & Onsite Training Noble Desktop

Learn More About Live Online Data Science Courses

Why High Schoolers Should Learn Data Science

Virtual Data Science Classes at NextGen Bootcamp

Other Live Online Data Science Classes for High Schoolers

How to Choose a Data Science Class

Related Classes

NextGen Bootcamp Python Data Science & Machine Learning Summer Program
Sponsored

UMass Summer Pre-College Foundations of Data Science
Not currently offered

Stanford Pre-Collegiate Summer Institutes Artificial Intelligence
Not currently offered

Live Online Data Science
Corporate & Onsite Training