Data Science Classes for High School Students in Orange County

Top Orange County Data Science Courses

NextGen Bootcamp Python Data Science & Machine Learning Summer Program
Sponsored

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.

Available live online (virtual training) from anywhere
- $1,999
- 45 Hours
- Weekdays
- Beginner
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NextGen Bootcamp Python Data Science & Machine Learning Summer Program Online

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.

Available live online (virtual training) from anywhere
- $1,999
- 45 Hours
- Weekdays
- Beginner
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iD Tech Intro to Python Coding for Machine Learning

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.

In-person @ 110 Sproul Hall, Berkeley, CA Also available online
- $1,099
- 1 Week
- Weekdays
- Beginner
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Stanford Pre-Collegiate Summer Institutes Introduction to Data Science

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.

Available live online (virtual training) from anywhere
- $2,700
- 2 Weeks
- Weekdays or Evenings
- See provider
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UMass Summer Pre-College Foundations of Data Science
Not currently offered

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.

Available live online (virtual training) from anywhere
- $1,747
- 2 Weeks
- Weekdays
- Beginner
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showing 5 of 5 courses

Orange County high school students can advance their career opportunities and college preparations by enrolling in data science courses. These courses, available both online and in person, offer an in-depth understanding of crucial data science areas, including Python, R, SQL, and machine learning.

Key Insights

High school students in Orange County can learn data science through in-person and online classes, with a focus on areas such as Python, R, SQL, and machine learning.
Data science classes equip students with a foundational understanding of scientific methods, math algorithms, and research optimization tactics, key skills for prospective data science professionals.
Learning data science in the early stages, like high school, provides students with skills beyond technical computer knowledge, including the development of critical communication skills.
iD Tech offers a one-week Intro to Python Coding for Machine Learning course for $1,099, while UMass Summer Pre-College provides a two-week Foundations of Data Science course for $1,747, giving high school students a hands-on experience with data visualization and natural language processing.
Virtual data science classes are also available for those who prefer remote learning; NextGen offers Python Data Science Summer Program and Computer Science Summer Program, which also prepares students for the AP Computer Science Exam.
When choosing a data science class, students should consider several factors including cost, duration, level of difficulty, and age range; courses vary in specifics and some may require prior experience or prerequisites.

Learn more below

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.

Explore Python Data Science Classes

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.

Explore SQL Classes

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.

Explore Machine Learning Classes

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.

Explore R Programming Classes

Orange County Data Science Courses by School

Here are some of the top Orange County schools offering Data Science training, including iD Tech (1 course). We’ve also included 3 schools that offer live online courses you can take from anywhere, including Orange County.

NextGen Bootcamp
Locations:
- NYC
- Live Online
- NJ
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.
- 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.
iD Tech

Orange County location: 110 Sproul Hall, Berkeley, CA, 94720 US

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 Orange County 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.
Stanford Pre-Collegiate Summer Institutes
Locations:
- Live Online
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.
UMass Summer Pre-College
Locations:
- Live Online
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.

showing 4 of 4 schools

Orange County Data Science
Corporate & Onsite Training

Upskill or reskill your workforce with our industry-leading corporate and onsite Data Science training programs. Conduct the training onsite at your location or live online from anywhere. You can also purchase vouchers for our public enrollment Data Science courses.

corporate@nobledesktop.com (212) 226-4149

Data Science Training Locations in or Near Orange County

Find an in-person Orange County class in cities including Irvine, Anaheim, Orange, Costa Mesa, and Santa Ana. We found 1 school offering face-to-face training and 1 offering live online Data Science courses.

Learn Data Science for a New Career

Data science is the most important and in-demand skill in almost every industry right now. Learning data science will give you the foundation to start using scientific methods, math, algorithms, and systems to pull knowledge and insights from big data. It’s used to power business and investment decisions, optimize research, optimize retail ventures, and to analyze big data.

Data Science is one of the core skills needed to secure one of these positions. See the career pages for more information on required skills, tips for landing a job, typical day-to-day work, and where to find job postings.

Machine Learning Engineer

Salary in Orange County

$176,000 / year
9.57% more than the U.S. average

Machine Learning Engineers create computer programs that enable machines to take actions without being specifically directed to perform those tasks. This job combines computer programming and data science to enable systems to learn and improve from experience automatically by using machine learning, a subset of artificial intelligence.
Learn about becoming a Machine Learning Engineer
Data Engineer

Salary in Orange County

$141,000 / year
10.95% more than the U.S. average

Data Engineers create the infrastructure for data and format data into a useful system which Data Scientists use to analyze large amounts of data. Data Engineers can specialize in pipelines, databases or platforms, warehouses or infrastructure, or be generalists.
Learn about becoming a Data Engineer
Data Scientist

Salary in Orange County

$143,000 / year
17.9% more than the U.S. average

Data scientists collect, organize, and analyze large sets of data, providing analysis that is key to decision making. Governments, non-profits, and businesses of all types rely on data for forecasting, risk management, and resource allocation. Data scientists discover and analyze trends in data, and report their findings to stakeholders. They will use algorithms and models to simplify and mine data sets to create data-driven recommendations. Data scientists are needed across a handful of industries, especially the ubiquity of data and the reliance on it for business decision-making.
Learn about becoming a Data Scientist

showing 3 of 3 career paths

Indeed.com salary data from December 2024

Learn more about how learning Data Science can help with your career options

Learn More About Orange County Data Science Courses

High school students in Orange County can attend data science courses either live online or in person. Students can attend courses that focus on a specific area within data science, such as Python, R, SQL, or machine learning.

Data science is an integral part of any industry, and enrolling in a data science class can teach students to analyze business data to gain meaningful insights. Data science classes provide students with the foundation to start using scientific methods, math algorithms, and the best ways to optimize research. Students can also learn core skills for data science positions. Enroll in a data science class today and boost your skillset!

Why High Schoolers Should Learn Data Science

There are various reasons why high schoolers should learn data science. Students may use data science for a summer or part-time job, to prepare for college courses, to start building skills for a future career, or to list it as a hobby or skill on college applications. High school students may enroll in data science classes and then study at the University of San Francisco Orange County Campus, which has served the Southern California region for over 30 years.

Learning data science in high school can provide students with skills beyond technical computer knowledge. Students learn to develop critical communication skills through data science courses and build upon their technology and computer skills.

Students learn the importance of data science and explore career options within data science. Data science has changed businesses in every industry, and students who are well-versed in data science will always be able to find meaningful career options.

In-Person Data Science Classes in Orange County

For those who prefer to train in a classroom setting, there are in-person data science classes available in the Orange County area for high school students. iD Tech and UMass Summer Pre-College both offer in-person classes. iD Tech offers Intro to Python Coding for Machine Learning. The course is 1-week in duration for $1,099 and teaches students the essentials of machine learning. UMass Summer Pre-College offers Foundations of Data Science. The course is 2-weeks in duration for $1,747 and gives high school students hands-on experience with data visualization and natural language processing.

Virtual Data Science Classes

For those who prefer to train from the comfort of their own homes, there are virtual data science classes available for high school students. Virtual data science classes are live online, interactive, and hands-on. Students can ask questions in real-time, and instructors can see and control students’ screens with permission.

NextGen offers Python Data Science Summer Program and Computer Science Summer Program. The Python course teaches students Python for data science and machine learning. Students learn how to use Python for data analysis projects. The Computer Science program teaches students Python and Java and gives students a head start on the AP Computer Science Exam.

How to Choose a Data Science Class

When it comes time to choose a data science class, prospective students may wonder about the cost, duration, level of difficulty, and age range for each program. The specifics of each program vary, and students should read through each course description carefully before enrolling. Many of NextGen’s courses are explicitly meant for high school students. Some courses are meant for beginners, and there are also advanced courses that require prior experience or prerequisites. Students who prefer to learn in a classroom setting should enroll in in-person courses, while those who like to train from the comfort of their own homes may want to enroll in virtual data science courses.

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Top Orange County Data Science Courses

NextGen Bootcamp Python Data Science & Machine Learning Summer Program Sponsored

NextGen Bootcamp Python Data Science & Machine Learning Summer Program Online

iD Tech Intro to Python Coding for Machine Learning

Stanford Pre-Collegiate Summer Institutes Introduction to Data Science

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

Key Insights

Data Science Topics

Python Data Science

SQL

Machine Learning

R Programming

Orange County Data Science Courses by School

NextGen Bootcamp

NextGen’s Top Live Online Data Science Courses

Python Data Science & Machine Learning Summer Program

Python Data Science & Machine Learning Summer Program Online

iD Tech

iD Tech’s Top Orange County Data Science Courses

Intro to Python Coding for Machine Learning

Stanford Pre-Collegiate Summer Institutes

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

Introduction to Data Science

UMass Summer Pre-College

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

Foundations of Data Science Not currently offered

Orange County Data Science Corporate & Onsite Training Noble Desktop

Data Science Training Locations in or Near Orange County

Learn Data Science for a New Career

Machine Learning Engineer

Data Engineer

Data Scientist

Learn More About Orange County Data Science Courses

Why High Schoolers Should Learn Data Science

In-Person Data Science Classes in Orange County

Virtual Data Science Classes

How to Choose a Data Science Class

Related Classes

Other Areas Within Orange County

NextGen Bootcamp Python Data Science & Machine Learning Summer Program
Sponsored

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

Orange County Data Science
Corporate & Onsite Training