You have made toy projects. Now make something real.
We have just started a new course Freecodecamp.org YouTube channel that will teach you how to develop a production grade AI project from groundup. Developed by Ayush Singh, this course is a deep diver in the construction of a real -world system.
Instead of focusing on the performance of a single model, this course teaches you to make the entire AI factory. You will learn to create a strong pipeline that can eat direct data directly from any website using a professional web scraping API. He then cleanses a special pipeline and puts raw documents in pieces that are better than AI models. You will create a data factory that can produce training data for various applications such as chat boats and samarasation tools. To ensure quality, a built -in quality control lab reviews the data of matters such as toxic and prejudice, and the course shows you how to export your completed dataset in normal forms in JSON and CSV, which is complete with metadata and quality scores.
The Ayush uses a smart factory imitation to describe the project’s design, making it easier to understand complex concepts. You will learn the essential methods of software engineering that are important for real -world applications.
The course shows how to manage your code with modular design using managers, clients and blueprints for an expansable and maintaining project. You will also see how to build an effective, unprecedented data pipelines that can handle numerous tasks simultaneously without any slowdown. Even the system includes login to handle a smart fallback mechanism and problems beautifully, so your process never fails completely, and you will learn how to track token use and costs, which is an important skill for any project that depends on external API.
View the full course Freecodecamp.org YouTube channel (2 hours clock)