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Ardit Sulce • 600,000+ Students Worldwide

If you’re a future programmer, you face the same problem: you start a coding course and feel lost in jargon, constantly pausing videos to Google terms, wondering if you’ve skipped some secret “beginner’s handbook.”

This course is that handbook.

This course fixes that. It’s not a coding course — it’s a pre-coding foundation designed for:

  • Vibe coders who want to use AI and creative coding tools more effectively.

  • Future programmers who want to start coding without hitting confusing gaps.

What You’ll Learn

Read more

If you’re a future programmer, you face the same problem: you start a coding course and feel lost in jargon, constantly pausing videos to Google terms, wondering if you’ve skipped some secret “beginner’s handbook.”

This course is that handbook.

This course fixes that. It’s not a coding course — it’s a pre-coding foundation designed for:

  • Vibe coders who want to use AI and creative coding tools more effectively.

  • Future programmers who want to start coding without hitting confusing gaps.

What You’ll Learn

  • The different types of programs you can create — from web apps and automation to creative AI-assisted projects.

  • How to navigate the terminal/command line like a pro.

  • The difference between code editors and IDEs, and how to choose the right one for your workflow.

  • How files like

  • The basics of relational and NoSQL databases.

  • How Git and GitHub help track your work and collaborate with others.

  • The core concepts of programming (variables, data types, loops, functions) from a conceptual perspective.

  • How to break down problems and plan solutions logically — before you code.

  • What web servers, APIs, and deployment mean in both programming and vibe coding contexts.

  • How to pick your first programming language and start building a portfolio or creative project library.

Who This Course Is For

  • Vibe coders who want to make the most of AI-assisted coding tools.

  • Aspiring programmers who want a solid start before diving into code.

  • Anyone who has started coding but feels confused by unfamiliar terms and workflows.

By the end, you’ll understand the landscape of programming and creative coding, know how real developers work, and feel fully prepared to start your first coding language or AI-assisted project.

Enroll now

What's inside

Learning objectives

  • The different types of programs you can build (websites, guis, automation, etc.)
  • How to use the terminal to navigate files and run commands
  • Core tools every developer uses: editors, ides, git, and databases
  • Key data formats: csv, json, and xml, and when to use them
  • How to break down problems like a programmer
  • Core programming concepts: variables, data types, loops, and functions
  • What web servers, apis, and deployment really mean
  • The solid foundation you need to start coding with confidence

Syllabus

The Types of Programs You Can Build
Welcome & Course Overview
Lecture Resources
What Can You Actually Build as a Programmer?
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Career center

Learners who complete Programming Fundamentals for Vibe Coding & New Programmers will develop knowledge and skills that may be useful to these careers:
Software Developer Engineer
A Software Developer Engineer designs, builds, and maintains software applications across various platforms. This course helps build solid pre-coding foundations, enabling learners to confidently begin the journey toward becoming a proficient Software Developer Engineer. Understanding core programming concepts like variables, data types, loops, and functions from a conceptual perspective, as taught in this course, is crucial. Additionally, familiarity with developer tools such as code editors, IDEs, Git, and GitHub, along with understanding web servers, APIs, and deployment, provides an invaluable understanding of real-world development workflows. This comprehensive overview of the programming landscape and problem-solving methodologies prepares one to tackle complex coding challenges effectively. While this course provides the essential groundwork, many advanced Software Developer Engineer roles often require further specialized education or an advanced degree.
Web Developer
A Web Developer constructs and maintains websites and web applications, bringing designs to life through code. This course is exceptionally well-suited for aspiring Web Developers, offering a critical pre-coding foundation. It details the creation of web apps, the role of APIs in program communication, and the significance of web servers and deployment, all fundamental to web development. Learning to navigate the terminal, understanding relational and NoSQL databases, and becoming proficient with version control systems like Git and GitHub are essential skills covered which directly support web development workflows. This comprehensive preparation ensures that future Web Developers can confidently approach their first specialized coding language and begin building a robust portfolio of web-based projects.
Cloud Engineer
A Cloud Engineer designs, implements, and manages cloud infrastructure and services, leveraging platforms like AWS, Azure, or Google Cloud. This course provides a highly relevant pre-coding foundation for an aspiring Cloud Engineer. The curriculum covers fundamental concepts crucial to cloud environments, including understanding various server types, APIs for inter-service communication, and the principles of deployment. Proficiency in navigating the terminal and working with Git and GitHub are essential skills for managing cloud resources and collaborating on infrastructure as code. This conceptual understanding of how applications function within a networked environment is vital for building scalable and resilient cloud solutions.
DevOps Engineer
A DevOps Engineer bridges the gap between development and operations, focusing on automating and streamlining software delivery and infrastructure management. This course provides a strong conceptual understanding that is highly relevant for a future DevOps Engineer. The curriculum's focus on navigating the terminal, understanding Git and GitHub for version control, and grasping the concepts of web servers, APIs, and deployment directly underpins the daily tasks of a DevOps professional. Furthermore, learning about different types of programs, including automation, and how to effectively break down problems, will enhance one's ability to design robust and efficient continuous integration and continuous deployment pipelines and infrastructure as code solutions.
Systems Administrator
A Systems Administrator manages the daily operations of computer systems, servers, and networks, ensuring their reliability and efficiency. This course provides an excellent conceptual foundation for an aspiring Systems Administrator. The curriculum emphasizes navigating the terminal like a professional, understanding various types of servers (web, file, database, proxy), and working with file systems, all of which are central to system administration duties. Additionally, familiarity with databases and the overall landscape of how programs function and are deployed helps in troubleshooting and maintaining complex information technology environments. This course prepares one to confidently manage and optimize system infrastructure.
Automation Engineer
An Automation Engineer designs, implements, and maintains systems and software that automate tasks and processes, improving efficiency and reducing manual effort. This course provides a highly relevant pre-coding foundation for anyone considering a career as an Automation Engineer. The curriculum explicitly covers the different types of programs you can create, including automation, offering a clear vision of the field's potential. Understanding core programming concepts like loops and functions is crucial for scripting automation logic, while proficiency in terminal navigation and knowledge of APIs and servers are vital for integrating automated systems. This course prepares learners to approach automation challenges with a structured, programmatic mindset.
Database Administrator
A Database Administrator is responsible for the performance, integrity, and security of databases within an organization. This course provides an excellent conceptual grounding for anyone aspiring to become a Database Administrator. It delves into the basics of both relational and NoSQL databases, explaining their differences and applications. Understanding how programs store and retrieve data, as well as the practical aspects of connecting code to a database, is directly relevant. Furthermore, knowledge of server types and essential file formats like JSON and XML, which are often used for data exchange, provides a comprehensive overview necessary for managing and optimizing database systems effectively.
Technical Project Manager
A Technical Project Manager oversees the planning, execution, and delivery of technical projects, ensuring they meet objectives on time and within budget. This course is useful for an aspiring Technical Project Manager as it cultivates a foundational understanding of the software development lifecycle and associated terminology. Grasping concepts like different program types, developer tools such as Git and GitHub, web servers, APIs, and deployment allows a manager to communicate effectively with development teams, anticipate technical challenges, and make informed decisions. The emphasis on logically breaking down problems also enhances project planning and risk management skills, crucial for steering complex technical initiatives successfully.
Machine Learning Engineer
A Machine Learning Engineer designs, builds, and deploys scalable machine learning models into production systems. This course offers a foundational conceptual understanding that is highly relevant for a future Machine Learning Engineer, especially given its mention of "creative AI-assisted projects." While not directly teaching machine learning algorithms, the course covers core programming concepts such as variables, data types, loops, and functions, which are the building blocks of any ML code. Understanding how to break down problems, work with APIs, databases, and deployment concepts provides a crucial framework for integrating ML models into larger applications. Many Machine Learning Engineer roles often require an advanced degree.
Game Developer
A Game Developer designs, programs, and produces video games across various platforms. This course provides a strong conceptual foundation that is useful for an aspiring Game Developer. It covers core programming concepts such as variables, data types, loops, and functions, which are universal building blocks for game logic and mechanics. The course also touches upon building different types of programs and explicitly mentions "creative AI-assisted projects," which aligns with modern game development trends. While not game-engine specific, this foundational understanding of how programs are structured and problems are logically broken down is essential for learning specialized game development tools and languages.
Data Analyst
A Data Analyst collects, processes, and performs statistical analyses of data to help organizations make informed decisions. For an aspiring Data Analyst, this course is useful as it helps build a foundational understanding of data storage and manipulation. The modules on relational and NoSQL databases, as well as essential file formats like CSV, JSON, and XML, are directly applicable to the data ingestion and processing tasks common in data analysis. Understanding how to break down problems logically and grasp core programming concepts also aids in developing analytical scripts and using data-oriented programming tools. This conceptual groundwork helps bridge the gap between raw data and actionable insights.
Quality Assurance Engineer
A Quality Assurance Engineer ensures software products meet quality standards and user requirements by designing and executing tests. This course provides a solid conceptual foundation that is useful for an aspiring Quality Assurance Engineer. Understanding how various types of programs are built, the core programming concepts that drive them, and the developer workflow involving tools like the terminal, code editors, Git, and deployment processes is invaluable. This knowledge directly helps in comprehending how software functions internally, identifying potential failure points, and effectively communicating with development teams about bugs and feature requirements, leading to more robust testing strategies.
Technical Writer
A Technical Writer creates clear and concise documentation for software, hardware, or complex technical processes, making information accessible to users and developers. This course is useful for an aspiring Technical Writer by providing a foundational understanding of programming concepts and developer tools. To effectively document software, a Technical Writer needs to grasp core programming concepts like variables, functions, and loops, as well as the purpose of tools like code editors, IDEs, Git, and GitHub. Understanding how web servers, APIs, and deployment function is also critical for explaining system architectures and user guides accurately and comprehensively.
Cybersecurity Analyst
A Cybersecurity Analyst protects computer systems and networks from threats, identifying vulnerabilities and responding to incidents. This course may be useful for an aspiring Cybersecurity Analyst as it helps build a foundational understanding of how programs and systems are structured and operate. Gaining familiarity with terminal commands, file systems, different types of servers, and the role of APIs directly contributes to understanding potential attack vectors and system weaknesses. Knowing how developers use Git and GitHub also provides insight into secure coding practices and supply chain vulnerabilities. This conceptual knowledge is crucial for developing defensive strategies and performing effective threat analysis.
User Experience Designer
A User Experience Designer focuses on making products enjoyable and easy for users to interact with, through research, design, and testing. This course may be helpful for an aspiring User Experience Designer by fostering a fundamental understanding of how digital products are constructed. Gaining insight into the different types of programs, particularly desktop apps with graphical interfaces (GUIs) and web apps, helps designers create more feasible and technically informed designs. Understanding concepts like APIs and how web servers deliver content can also inform interaction design and user flow, leading to better collaboration with development teams and more robust, user-centered solutions.

Reading list

We've selected 50 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Programming Fundamentals for Vibe Coding & New Programmers.
This contemporary book dives into the challenges of building modern data systems, covering a wide range of topics including distributed systems, NoSQL databases, and data processing. It's crucial for understanding contemporary database landscapes and deepening knowledge for professionals.
This foundational textbook widely used in university computer science programs. It provides a comprehensive overview of database systems, covering models, languages, and system design. It's excellent for gaining a broad understanding and is often used as a primary reference.
Developed by ex-McKinsey partners, this book presents a structured, seven-step approach to problem-solving used in top consulting firms. It emphasizes a highly visual, logic-tree method applicable to business and global challenges. is particularly relevant for undergraduate and graduate students interested in consulting or business, as well as working professionals seeking a robust framework for tackling complex issues. It valuable reference tool.
A comprehensive guide covering the core technologies of front-end web development: HTML, CSS, and JavaScript, along with web graphics. is well-suited for beginners and serves as a solid introduction to the entire process of creating websites. It includes exercises and quizzes to reinforce learning. While it provides a broad understanding, readers looking to specialize in a particular area might need more focused resources later. The latest editions incorporate modern web standards and practices.
For those looking to understand the inner workings of databases and distributed data systems, this book provides a detailed exploration. It's excellent for deepening understanding and exploring contemporary topics related to database implementation and performance.
Delves into how top strategy consultants approach and solve complex business problems. It provides a four-step process informed by consulting and cognitive psychology, highlighting how to avoid common biases that lead to poor decisions. This is an excellent resource for graduate students and working professionals, especially those in business, management, or consulting, offering practical insights and techniques used in the industry.
Offers a structured and in-depth approach to programming fundamentals using the C programming language. It covers essential concepts such as data structures, algorithms, and memory management, making it well-suited for both beginners and experienced programmers seeking a deeper understanding of C.
This comprehensive textbook covers the fundamental concepts of algorithms, data structures, and analysis techniques. It provides a deep understanding of how algorithms work and how to design efficient and effective solutions to programming problems. While not specifically focused on programming fundamentals, it is an essential resource for programmers looking to develop a strong foundation in algorithm design and analysis.
This book, co-authored by the inventor of the Unix shell, provides a broad overview of the Unix programming environment. It covers topics such as the shell, file system, and system calls.
Guide to becoming a power user of the terminal. It covers topics such as customizing the terminal, using advanced commands, and writing scripts.
This contemporary book focuses on the practical aspects of operating database systems in production, emphasizing reliability and resilience. It's highly relevant for working professionals and those interested in the operational side of databases.
Offers a practical and example-rich guide to designing effective web APIs. It covers fundamental design principles and techniques applicable to both public and private APIs. It is valuable for developers and architects looking to build usable and evolvable APIs.
This foundational book explores the two systems of thought that drive our decisions: the fast, intuitive system and the slower, more deliberate system. Understanding these systems is crucial for recognizing cognitive biases that can impede effective problem-solving. It provides a strong theoretical background for anyone looking to improve their decision-making and analytical skills, making it valuable for undergraduate and graduate students, as well as professionals. While not a how-to guide, it offers deep insights into the human mind's approach to problems.
A project-based introduction to Django, a high-level Python web framework. is ideal for beginners with some Python knowledge who want to learn full-stack web development. It guides readers through building several web applications, covering concepts like authentication, testing, and deployment. It's a practical and up-to-date resource for learning Django.
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Focused on creating developer-friendly APIs, this book provides practical advice and best practices for designing APIs that are easy to understand and consume. It emphasizes the developer experience as a key aspect of API design. is particularly useful for those involved in creating public-facing APIs.
Provides a clear and concise introduction to systems thinking, explaining how to perceive and understand the interconnectedness of elements within a system. This perspective is vital for identifying root causes of problems and developing effective, long-term solutions. It is valuable for advanced undergraduates, graduate students, and professionals across various fields who need to analyze and address complex issues with multiple interacting factors.
Provides a deeper dive into JavaScript as a programming language. It covers fundamental programming concepts and more advanced topics like asynchronous programming and object-oriented programming. It's highly regarded for its thoroughness and clear explanations, making it suitable for those who want to solidify their understanding of JavaScript beyond the basics. The latest editions are updated to cover modern JavaScript features, making it a relevant reference for contemporary practices.
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Following up on 'Thinking, Fast and Slow,' this book examines the impact of 'noise' – unwanted variability in judgments – on decision-making in various fields. It provides insights into identifying and reducing noise to improve the quality of decisions and problem resolution. This contemporary and relevant book for graduate students and professionals, particularly those involved in complex decision-making processes or system design.
Serves as a guide to designing and building microservices and integrating them using APIs. It emphasizes best practices and patterns for achieving loose coupling. The book includes examples of building both REST and GraphQL APIs, making it relevant for contemporary API development.
Comprehensive guide to advanced API techniques, covering design, implementation, security, and performance across various web development frameworks. It delves into topics like API governance and real-time features. This book is suitable for experienced developers looking to enhance their API skills.
A classic in the field of mathematical problem-solving, Pólya's book outlines a four-step method: understanding the problem, devising a plan, carrying out the plan, and looking back. While focused on mathematics, its principles are widely applicable to problem-solving in any domain. is highly recommended for high school students and undergraduates, particularly those in STEM fields, and provides a solid framework for approaching unfamiliar problems.
Covers the entire API design lifecycle, emphasizing the delivery of value through APIs and their relationship with microservices. It provides practical advice on choosing API styles and addressing the organizational context of APIs. It's a valuable resource for understanding the broader impact of API design.
Provides a four-step process to overcome common decision-making biases and make better choices. It offers practical strategies and real-world examples to help individuals navigate difficult decisions. This highly applicable book for students and professionals at all levels, providing a clear and actionable framework for improving decision quality in both personal and professional contexts.
Introduces Design Thinking as a human-centered approach to creative problem-solving. It provides a framework and tools for understanding user needs, brainstorming ideas, prototyping, and testing solutions. This is particularly useful for students and professionals in design, business, and innovation fields, offering a practical methodology for tackling ill-defined problems and generating innovative solutions.
This visually appealing and engaging book presents programming fundamentals in Java in a unique and memorable way. It uses a conversational style and numerous illustrations to make learning enjoyable and accessible, particularly for beginners with no prior programming background.
Considered a foundational text on RESTful APIs, this book delves into the concepts behind REST and how to design APIs that leverage its benefits. It's suitable for beginners who want a deep understanding of the architectural style before diving into implementation. It serves as a strong reference for core API principles.
For back-end developers using Node.js, this book explores common design patterns and best practices for building scalable and maintainable server-side applications. It delves into asynchronous programming, module patterns, and architectural considerations specific to Node.js. It's a valuable resource for developers looking to deepen their understanding of Node.js development and build robust back-end systems.
Offers an inside look at the problem-solving methodologies and tools used by McKinsey & Company, a leading management consulting firm. It provides practical insights into structuring thinking, conducting analysis, and presenting findings. This is particularly valuable for students and professionals interested in consulting or adopting a structured, analytical approach to business problems.
Affectionately known as the 'Dragon Book,' this comprehensive text on compiler design. Understanding data types is crucial in compiler construction for type checking and code generation. provides in-depth coverage of how data types are handled within the compilation process, making it essential for graduate students and professionals in programming languages and compilers. (Consider the latest edition).
Highlights common mistakes and suboptimal practices in SQL and database design, offering solutions and better approaches. It's valuable for deepening SQL knowledge and improving database programming skills.
Explores the intersection of artificial intelligence and coding, providing practical guidance on how to leverage AI techniques to enhance the coding process. It is written by a renowned expert in artificial intelligence, making it a valuable resource for those seeking a deep understanding of the topic.
Presents the fundamental concepts of computer science in a clear and concise manner. It covers topics such as data structures, algorithms, and software engineering, making it suitable for beginners with no prior programming experience who are looking to gain a broad understanding of computer science.
While not solely focused on basic data types, this book must-read for Java developers. It provides in-depth guidance on best practices for using Java's types, including primitive types, objects, generics, and collections. It's highly relevant for undergraduate and graduate students, as well as working professionals, seeking to deepen their understanding of Java's type system and write robust code.
Originally written for Japanese schoolchildren, this book offers a simple and accessible introduction to problem-solving frameworks. It emphasizes practical thinking and provides straightforward techniques applicable to various situations through real-life examples. is excellent for high school students and undergraduates seeking a foundational understanding of structured problem-solving approaches. It serves as a great starting point before delving into more complex methodologies.
A comprehensive textbook focusing on mathematical problem-solving, this book introduces a wide range of strategies and techniques beyond standard algorithms. It encourages creative thinking and perseverance in tackling challenging problems. This is an excellent resource for high school students and undergraduates participating in math competitions or seeking to develop advanced mathematical problem-solving skills.
While not solely focused on APIs, this book is essential for understanding how APIs are used to connect and manage microservices. It covers various aspects of microservices architecture, including communication patterns and integration. provides crucial context for API development in a microservices environment.
This widely-regarded textbook, often referred to as CLRS, comprehensive guide to algorithms. While it doesn't focus explicitly on basic data types, it extensively uses and analyzes various data structures, making a deep understanding of how data is organized and manipulated essential. It's a core text for advanced undergraduate and graduate students in computer science. (Consider the latest edition).
This collection of thought-provoking problems and elegant solutions in various programming languages challenges readers to think critically and develop their problem-solving abilities. It covers a range of topics, including algorithms, data structures, and code optimization, making it a valuable resource for experienced programmers looking to hone their skills.
Provides a more in-depth look at GraphQL, covering design principles, syntax, and performance optimization. It offers practical examples and tips for building efficient GraphQL APIs. This book is valuable for developers who want to deepen their understanding of GraphQL.
Drawing on her experience as a professional poker player, Annie Duke provides a framework for making better decisions in situations with incomplete information and uncertainty. is highly relevant for understanding probabilistic thinking and managing risk in problem-solving. It's a valuable read for students and professionals who frequently face decisions with uncertain outcomes.
From the Stanford d.school, this book offers a collection of exercises and activities rooted in design thinking to help individuals develop their creative problem-solving abilities. It's a hands-on guide for fostering innovation and tackling challenges in unconventional ways. is great for students and professionals who want to actively practice creative approaches to problem-solving and inject more innovation into their work.
Offers a practical approach to learning RESTful API design patterns and related topics like API gateways and security. It includes easy-to-follow examples to help readers implement patterns programmatically. It's a good resource for gaining practical experience.
This tutorial widely recommended resource for learning the Ruby on Rails framework. It takes a test-driven development approach and guides readers through building a substantial web application. It covers not only Rails but also essential related technologies like Ruby, HTML, CSS, and SQL. It's suitable for those who want to learn full-stack development using a convention-over-configuration framework.
Serves as a definitive guide to the popular MongoDB document database. It's valuable for gaining a deep understanding of a key NoSQL database and is relevant for contemporary application development. The latest edition covers recent features and practices.

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