Computer science is a vast domain that explores information systems, computation, and automation. Computer science incorporates hardware and software design, machine learning algorithms, and data visualization within this scope.
The theoretical facet of computer science encompasses fields like information theory, algorithms, and computational theory. On the practical front, it involves hardware and software design and execution. While data science has gained its own identity recently, many computer science professionals still view it as a subset of the broader field of computer science. Given the prevalence of technology in modern life and its transformative impact across all sectors, gaining knowledge in Computer Science offers a competitive edge, enables problem-solving with technological solutions, and provides a skill set fundamental in today's digital age.
Top In-Person & Virtual Computer Science Classes
Computer Science Courses at Noble Desktop
As part of the vibrant New York City landscape, Noble Desktop delivers design and coding education. The institution offers diverse courses and certificate programs in leading tech domains, including web design, web development, graphic design, data science, and digital marketing. Immersion and hands-on learning experiences in the rapidly evolving tech industry help students acquire essential skills. Noble Desktop is a career-focused support service that enables students to develop a strong foundation for their professional careers.
Python Data Science & Machine Learning Certificate
- Price: $3,495
- Duration: 96 hours
- Locations: NYC, Live Online
The Python Data Science & Machine Learning Certificate course introduces using Python for data analysis, machine learning, and AI. The course delves into various topics, including data science libraries such as Numpy, Pandas, Sci-kit Learn, data visualization with Matplotlib and interactive dashboards with Plotly and Dash.
Python for Data Science Bootcamp
- Price: $1,495
- Duration: 30 hours
- Locations: NYC, Live Online
In the Python for Data Science Bootcamp, students learn to use Python for data analysis. Students delve into data science and machine learning, learning to master essential libraries like Pandas and Scikit-learn, manipulate data frames, create visual representations with Matplotlib, and fully understand the power and versatility of Python's functionality.
Python Programming Bootcamp
- Price: $1,495
- Duration: 30 hours
- Locations: NYC, Live Online
The Python Programming Bootcamp immerses students in Python. Students learn the basics of writing and running Python scripts and more advanced topics such as file operations, regular expressions, working with binary data, and leveraging the extensive functionality of Python libraries.
Python for Finance Bootcamp
- Price: $1,295
- Duration: 18 hours
- Locations: NYC, Live Online
The Python for Finance Bootcamp introduces using Python for trading algorithms, machine learning, and financial analysis. Students will learn widespread industry tools like Python, NumPy, and Pandas, which are integral to data cleansing, manipulation, and financial analysis.
Algorithmic Trading with Python
- Price: $895
- Duration: 12 hours
- Locations: NYC, Live Online
The Algorithmic Trading with Python course equips students with the skills to create, test, and implement trading algorithms using Python's data analysis libraries and financial data from the Web. Students delve into concepts like analyzing SMA crossover, ADF tests, and Mean Reversion Strategy.
Computer Science Courses at General Assembly
Through its immersive and innovative format, General Assembly serves as a globally recognized hub for learning, developing expertise in the most sought-after contemporary skills, including coding, data science, UX design, digital marketing, and product management. With the help of training resources and expert guidance, General Assembly equips students to embrace the rapidly changing workplace, whether reskilling, upskilling, or launching a new career path.
Python Course
- Price: $4,500
- Duration: 60 hours
- Locations: Several (see school website)
The Python Programming course introduces students to one of the world's most popular languages. The curriculum covers core topics such as data types, functions, classes, and error handling.
JavaScript Course
- Price: $4,500
- Duration: 60 hours
- Locations: Several (see school website)
In the Javascript course, students learn front end and back end Javascript application development. Students learn to build complex, interactive web applications while learning key concepts such as closure, prototypal inheritance, IIFEs, and the event loop.
React JS Course
- Price: $4,500
- Duration: 40 hours
- Locations: Several (see school website)
The React JS course introduces students to the practical application of React.js, a favorable JavaScript library for building user interfaces. Students learn to manage a component's state and lifecycle and route, test, and deploy it. They will learn to build dynamic, high-performing apps and navigate complex, real-world development scenarios.
Computer Science Courses at Practical Programming
Practical Programming is a dynamic technology training provider designed to equip students with valuable coding skills. By participating in these classes, students dive into the intricate world of Python, data science, machine learning, and web development. All of the courses offered by Practical Programming are hands-on, career-focused learning experiences that aim to teach students practical, real-world coding and technology skills.
Python Immersive
- Price: $1,495
- Duration: 30 hours
- Locations: Chicago, NYC, Live Online
The Python Immersive course introduces students to programming with Python. They will learn important concepts such as data structures, web scraping, automation, and visualization. They will also explore advanced topics such as machine learning and predictive analysis.
Introduction to Python
- Price: $895
- Duration: 12 hours
- Locations: Chicago, NYC, Live Online
The Introduction to Python course equips beginners with essential Python skills such as data types, variables, loops, and functions. Students learn to operate Python and understand object-oriented programming, external libraries, and exception handling.
React Development Bootcamp
- Price: $2,995
- Duration: 72 hours
- Locations: Chicago, NYC, Live Online
In the React Development Bootcamp, students explore ways to develop applications using React. Students will learn to build a desktop version of a web application using React. They will explore function-based components and the lifecycle of those components. Students will also spend time working with Node.js.
Python for Automation
- Price: $425
- Duration: 6 hours
- Locations: Chicago, NYC, Live Online
In the Python for Automation course, students will delve into Python's power to automate routine and repetitive tasks saving effort and time. By exploring modules like OSO.S., CSV, and Pandas, they will learn to organize files, work with spreadsheets and databases, automate browser tasks, send emails, and read and write data.
Machine Learning & Automation for Finance
- Price: $1,295
- Duration: 18 hours
- Locations: Chicago, NYC, Live Online
In the Machine Learning & Automation for Finance course, students will study Machine Learning algorithms used in finance for analyzing, trading and managing funds. The course explores key topics like Python programming, understanding and implementing machine learning algorithms and automating financial operations.
Computer Science Courses at ONLC Training Centers
ONLC Training Centers offer various thorough and expertly crafted technical training programs covering various fields of expertise. Students can engage in highly sought-after courses in Microsoft Office, Adobe Creative Cloud, programming languages like Python and Java, cybersecurity, project management, and business analysis, thus positioning themselves advantageously in the current job market.
JavaScript & jQuery Programming: Level 1
- Price: $1,195
- Duration: 3 days
- Locations: Several (see school website)
In the JavaScript & jQuery Programming: Level 1 course, students will create interactive web pages using JavaScript. They will learn about JavaScript fundamentals, JavaScript within HTML, jQuery Integration, event handling, form validation, debugging, and troubleshooting.
Java Programming Level 1: Introduction for Programmers
- Price: $1195
- Duration: 2 days
- Locations: Several (see school website)
The Java Programming Core Skills: Level 1 course teaches students the fundamental concepts of Java, including syntax, data types, operators, and control flow statements like loops and conditionals. Students will explore object-oriented programming and error handling.
Java Programming Level 2: Advanced Programming Techniques
- Price: $995
- Duration: 2 days
- Locations: Several (see school website)
The Java Programming Level 2 course introduces advanced programming techniques with Java. Students will explore JDBC, servlets, Java Server Pages (JSP), and RMI. They will also learn more complex concepts like software architecture and design patterns and explore the new Java technologies like Web Services, EJB, JPA, and JSF.
Python Programming - Basics for Non-Programmers
- Price: $1,595
- Duration: 4 days
- Locations: Several (see school website)
The Python Programming - Basics for Non-Programmers introduces novices to programming through Python. In this course, students will learn fundamental programming concepts like variables, data types, functions and control flow, as well as receive an introduction to Python syntax.
Computer Science Courses at NYC Data Science Academy
NYC Data Science Academy is a premier educational institution where students immerse themselves in a comprehensive curriculum designed specifically for data science. It offers a learning environment where budding data scientists gain an in-depth comprehension of various aspects of Data Science, spanning from intricate programming languages like Python and R to complex data structures, allowing them to adeptly manipulate, analyze, and interpret massive data sets.
Introductory Python
- Price: $1,590
- Duration: 4 weeks
- Locations: Several (see school website)
The Introductory Python course dives into the basics of Python programming. Students will learn the basics like arithmetic operations, strings, and if statements. They will also explore more complex learnings like functions, loops, and classes and work with packages for data analysis and visualization.
Data Science with Python: Data Analysis and Visualization
- Price: $1,590
- Duration: 4 weeks
- Locations: Several (see school website)
The Data Science with Python: Data Analysis and Visualization course dive into the Python language to explore its capacities in data science. Students will explore libraries like NumPy, Pandas, Matplotlib, and Seaborn. Students will learn to manipulate and visualize many data sets using Python.
Data Science with Python: Machine Learning
- Price: $1,990
- Duration: 4 weeks
- Locations: Several (see school website)
The Data Science with Python: Machine Learning course dives into various aspects of machine learning. Students will learn key techniques such as regression, classification, clustering algorithms, natural language processing, and dimensionality reduction.
Computer Science Courses at Brainstation
In addition to offering immersive and comprehensive programs, BrainStation is a global technology school renowned for its cutting-edge programs. Designed to cultivate critical 21st-century digital skills, each class at BrainStation features a curriculum that focuses on fields such as data science, digital marketing, product management, and web development.
Python Programming Certificate
- Price: $2,950
- Duration: 15 hours
- Locations: Several (see school website)
The Python Programming Certificate course equips students with programming skills using Python. The course delves into Python's ecosystem, syntax and data structures. Students will learn to use Python for web scraping, data manipulation and analysis, visualization, and building predictive models with machine learning algorithms.
Machine Learning Certificate
- Price: $3,950
- Duration: 30 hours
- Locations: Several (see school website)
The Machine Learning Certificate course equips students with machine-learning techniques and leverages algorithms to solve real-world problems. The course covers natural language processing, predictive models, machine learning algorithms, big data, and advanced machine learning strategies.
Computer Science Courses at Certstaffix Training
As part of Certstaffix Training, students can gain proficiency and expertise across various technological domains. In addition to Python, SQL, Excel, and Adobe Suite, Certstaffix utilizes a hybrid teaching method where students work in computer labs on campus while instructors teach remotely.
JavaScript Programming
- Price: $1,740
- Duration: 3 days
- Locations: Several (see school website)
The JavaScript Programming course introduces students to the core language skills necessary to work in various website development settings. The course teaches students syntax, data types, and control flow concepts in JavaScript, along with Document Object Model (DOM) and its manipulation through jQuery.
Java Programming
- Price: $2,850
- Duration: 5 days
- Locations: Several (see school website)
The Java Programming course introduces students to programming with Java. The course covers fundamental Java programming techniques, including syntax basics, control statements, data types, arithmetic operations, and methods.
Introduction to Python Programming
- Price: $2,700
- Duration: 4 days
- Locations: Several (see school website)
The Introduction to Python Programming course familiarizes students with Python. Students will learn to write, debug, and understand Python code, data types, control flow, functions, error handling, and modules.
Advanced Python Programming
- Price: $2,025
- Duration: 3 days
- Locations: Several (see school website)
The Advanced Python Programming course introduces students to more advanced Python programming techniques. Students will learn modules, regular expressions, networked programs, and databases. Students will look at the application of Python in data analysis and CSV file processing.
Computer Science Courses at New Horizons
New Horizons offers ongoing education tailored to IT and career training for currently employed individuals. With a global presence, New Horizons offers IT courses to all those interested in learning about the field. Proficient instructors deliver authorized content in these classes in collaboration with IT and software companies.
Advanced Programming Techniques with Python v1.2
- Price: $2,235
- Duration: 3 days
- Locations: Several (see school website)
The Advanced Python Programming course offers an in-depth exploration of Python. Students will work with the advanced aspects of Python, such as using Python's libraries, integration techniques, and developing GUIs.
Introduction to Python Programming Basics
- Price: $1,100
- Duration: 2 days
- Locations: Several (see school website)
The Introduction to Python Programming Basics course equips students with the fundamental techniques of programming with Python. Students will learn core Python concepts during the course, including data types, control flow, program structure and specific libraries.
Computer Science Courses at Byte Academy
Byte Academy offers comprehensive tech education with real-world applicability, specializing in data science, fintech, and software development. Students can gain practical experience using leading-edge technologies and methodologies through projects and challenges in a collaborative and immersive learning environment.
Python Bootcamp
- Price: $37,500
- Duration: 14 weeks
- Locations: Several (see school website)
The Python Bootcamp focuses on the Python programming language and its applications in software development and data science. Students will learn core programming concepts, application building, web development using Flask, SQL databases, JavaScript, HTML/CSS, and the basics of machine learning.
Computer Science Courses at The Tech Academy
Tech Academy provides comprehensive, real-world technology education to students. The school offers students a variety of courses, including software development, data science, user interface design, and cybersecurity, that provide them with practical experience and skills relevant to the tech industry.
Python Developer Bootcamp
- Price: $7,950
- Duration: 15 weeks
- Locations: Several (see school website)
The Python Developer Bootcamp equips students with a comprehensive understanding of Python. Throughout the course, students delve into numerous essential topics, such as data analysis, data structures, algorithms, Object-Oriented Programming, and back end web development.
Computer Science Courses at NextGen Bootcamp
NextGen Bootcamp offers a learning platform for high school students to delve into technology-driven skills. The curriculum encompasses courses ranging from coding to software development and data science. NextGen Bootcamp guides students in honing their skills under the mentorship of experienced professionals, preparing them to excel in the current job market centered around technology. NextGen's courses provide an optimal opportunity for students to invest their summer in acquiring valuable skills that will benefit their college computer science and design courses and future professional endeavors.
Java Programming Summer Bootcamp
- Price: $2,495
- Duration: 50 hours
- Locations: NYC, Live Online
The Java Programming Summer Bootcamp offers a comprehensive introduction to Java. Throughout the course, students will learn key programming concepts and how to create complex applications using Java.
Python Data Science & Machine Learning Summer Program
- Price: $2,495
- Duration: 45 hours
- Locations: NYC, Live Online
The Python Data Science & Machine Learning Summer Program delves into essential data science topics, including core Python concepts, data manipulation with Pandas, basic statistics, and machine learning models. Students will also learn data sets, allowing them to explore predictive analytics, decision-making tools, and AI.
Computer Science Summer Program
- Price: $4,495
- Duration: 95 hours
- Locations: NYC, Live Online
The Computer Science Summer Program offers a learning experience for young students interested in technology. Students will acquire a strong foundation in computer science fundamentals, including programming in Python, machine learning, Artificial Intelligence, and game development.
Java Programming Summer Bootcamp Online
- Price: $1,999
- Duration: 50 hours
- Locations: Live Online
The Java Programming Summer Bootcamp is a comprehensive online program that equips students with a solid understanding of basic and advanced Java programming concepts. Students will learn to build applications and understand Java libraries. They will also explore object-oriented programming, file I/O and exception handling, recursion, Java GUI, and data structures using linked lists, generics and stacks/queues.
Python Data Science & Machine Learning Summer Program Online
- Price: $1,999
- Duration: 45 hours
- Locations: Live Online
The Python Data Science & Machine Learning Summer Program introduces young students to programming, statistics, and data science using Python. Students will explore machine learning and data visualization while gaining a strong understanding of fundamental data science and programming concepts, such as loops, functions, lists, and dictionaries.
Computer Science Courses at CTS Training
CTS Training provides specialized courses in professional skill training, concentrating on technical proficiencies, certifications, and strategies for career advancement. Enrolled students at CTS Training have the opportunity to acquire diverse skills, ranging from project management methodologies and strategic ITI.T. concepts to artificial intelligence. The curriculum at CTS Training fosters a well-rounded understanding, encompassing both practical and theoretical knowledge, empowering students to excel within their respective fields.
JavaScript Introduction
- Price: $999
- Duration: 2 days
- Locations: Several (see school website)
The JavaScript Introduction course offers new developers a firm foundation in essential JavaScript principles, web development, and web-design tasks. Students will learn to create and use variables, incorporate conditional logic and loops, manipulate elements, web forms, and events in HTML documents using the Document Object Model (DOM), and write functions to organize and reuse code.
Computer Science Courses at AcademyX
AcademyX provides comprehensive software, graphic design, web development, and digital marketing training programs. Students partake in interactive, hands-on, and comprehensive training sessions designed to equip them with the essential skills and tools needed to thrive in the technology-driven industries of today..
Python Training
- Price: $1,800
- Duration: 18 hours
- Locations: Several (see school website)
The Python Training course guides students through the Python syntax and essential functions as they develop problem-solving and debugging skills. The course covers data types, control flow, loop structures, functions, error handling, and a deep dive into Python libraries.
Key Information about Learning Computer Science
When learning computer science, one may start with programming languages like Python or Java, data structures, algorithms, computer architecture, networks, and system security. As a discipline, computer science is accessible to beginners; however, like any other field, mastery demands substantial effort, practice, and consistent learning. Several factors influence how long it takes to learn computer science, including the specific subjects, the student's dedication, and the complexity of the concepts.
Before undertaking a course in computer science, it would be beneficial to have a strong foundation in basic mathematics and logical reasoning, as these areas support many computer science concepts. Students would need access to a computer, and depending on their area of study, they may need to download certain applications or software such as integrated development environments (IDEs) like PyCharm for Python or Eclipse for Java, which are typically available for free from their respective official websites.
Career Paths & Job Outlook for Computer Science
Computer science encompasses a wide range of applications, and it's crucial to grasp how various professions utilize it in diverse ways.
Full Stack Web Developers utilize computer science skills to craft and construct the structure of websites. Their expertise commonly includes HTML, CSS, JavaScript, and other programming languages. They might also require proficiency in graphic design tools and databases. All web development positions are experiencing a 23% job growth increase. Those specializing in full stack web development can earn around $125,000 annually across the United States.
Data science experts approach their computer science training differently. Their learning path may encompass tools like Python programming, machine learning models, and data visualization. Esteemed tools in the realm of Data Scientists encompass SQL, Matplotlib, NumPy, and Pandas. The data science industry is experiencing a 36% job growth boom, making it a highly lucrative career to enter. Data Scientists can earn around $125,000 annually in the United States.
Cybersecurity specialists also harness computer science skills but with a distinct focus. Information Security Analysts and Cybersecurity Analysts might commence their computer science journey by mastering Python, digital forensics, Linux, and cloud computing. Cybersecurity is experiencing a 35% job growth increase. Cybersecurity specialists currently earn an average of $100,000 annually.
What Can You Do With Computer Science?
Computer science courses encompass various topics, from web development and software engineering to data science. Languages like Python and Java find widespread application across diverse career paths in this field, offering limitless possibilities for computer science endeavors.
Computer science professionals specialize in programming languages like Java, advancing and utilizing robotics, and innovating new systems, tools, and programming languages. In our increasingly interconnected digital landscape, generalist and specialist computer scientists are poised to thrive in the present and the future.
With Computer Science, one can develop various digital solutions. Someone can create a mobile application using programming languages like Java or Swift and technologies like Android Studio or Xcode. A developer could leverage libraries like Retrofit for network calls or frameworks like UIKit to build user-friendly interfaces. One can employ computer science skills to build a complex website, utilizing HTML, CSS, and JavaScript for front end development and Python or Ruby for back end connectivity.
For security, a computer scientist could design and implement cryptographic systems to protect data integrity and confidentiality. They might use languages like C++ or tools like OpenSSL.
By employing knowledge of artificial intelligence and machine learning, one can develop intelligent systems and models capable of predictive analytics, natural language processing or image recognition. In gaming, a professional might utilize tools like Unity or Unreal Engine, and languages such as C# or C++, to craft engaging and immersive video games. Computer Scientists can develop advanced software systems, from operating systems to cloud-based services. Operating systems can be developed with programs written in C, while cloud solutions might be built using platforms such as Amazon Web Services or Google Cloud Platform, using languages like Python, Java, or Go. Thus, the application of Computer Science is vast and versatile and enables the creation of an array of digital solutions varying from apps, websites, games, and data analyzers to intelligent AIA.I. models and advanced systems.
Top Computer Science Tools For Beginners
- Text Editor: Used for writing and editing code. Examples of popular text editors include Sublime Text and Visual Studio Code. They come with features like syntax highlighting and autocomplete, which make coding easier and more efficient.
- Command Line Interface (CLI): This is a text-only interface for computer interaction. It allows you to run commands to control your computer and manipulate files directly without a GUI.
- Python: A high-level, interpreted programming language. It is known for its simplicity and readability. As such, it is a great language for beginners to learn coding. Python also has many applications, from web development to data science.
- Git: A free and open-source distributed version control system that tracks changes to computer files and coordinates the work on these files among multiple people. It is used primarily for source code management in software development.
- GitHub: A Git repository hosting service, it provides cloud storage for software development version control using Git. It is an essential tool for many developers and can serve as a portfolio for showing off projects.
- HTML/CSS: These are the cornerstone technologies for building web pages. Using HTML, you can structure content on a webpage, while CSS styles it.
- JavaScript: A high-level, interpreted programming language to make web pages interactive. All modern web browsers support this scripting language without the need for plugins.
- SQL: The standard language for managing and manipulating databases. If you want to work with data or develop applications that use data, you will likely need to use SQL.
- Algorithms and Data Structures: Although not a tool per se, understanding algorithms and data structures is a fundamental aspect of computer science. This includes understanding how to store and organize data in arrays, linked lists, trees, graphs, etc., and how to create and understand algorithms to manipulate these data structures.
- Linux: An open-source operating system commonly used in server environments. Learning Linux can provide a deeper understanding of machines and operating systems, a critical skill for many programming and networking tasks.
Computer Science Comparison to Other Tools & Fields
Several other disciplines and programming languages are closely related to computer science. Math, for example, is closely related to Computer Science, as many programming languages require a solid understanding of algebra and discrete mathematics. In addition to applying computer science theoretical knowledge in practical, real-world situations, Computer Science intersects frequently with Information Technology. While Computer Science often focuses on understanding and developing algorithms and software, Information Technology focuses on deploying and maintaining these software systems. Languages such as Python, Java, and C++ are also commonly used by Computer Scientists, each with its syntax and principles, but all of which enable problem-solving through programming.
Computer Science Advantages
Computer Science provides a foundation in problem-solving skills, logical thinking, and mathematical reasoning, opening avenues in critical sectors like technology, healthcare, finance, and transportation. Its versatility allows applications to create software, manage data systems, develop artificial intelligence, and improve human-computer interaction to create efficient algorithms for complex tasks. Given the digital age, jobs in computer science are amongst the highest paying and fastest growing, promising career stability, growth, and continuous learning.
Learn more in these courses
- Python Courses
- JavaScript Courses & Bootcamps
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Python Machine Learning Bootcamp
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View schedule at nobledesktop.com
- 30 hours
- Prerequisites required
Take a step beyond normal programming, into using algorithms that can independently learn patterns and make decisions. Machine learning skills are in high demand, as these algorithms now run the majority of trading on Wall Street and the product recommendations at big companies like Amazon, Spotify, and Netflix.
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