Noob Dev Certified Machine Learning Engineer (Advanced Level) This advanced-level certification is designed for engineers who want to master real-world machine learning and build industry-ready ML solutions. The program focuses on hands-on learning, covering the full ML lifecycle from data preprocessing to model deployment. Participants will gain deep expertise in Machine Learning Algorithms, Data Preprocessing, Model Building, Evaluation Strategies, and Deep Learning, while also understanding how to integrate ML systems within full-stack applications. Through practical projects and real-world use cases, learners will develop the ability to design, train, evaluate, and deploy scalable machine learning models. By the end of the certification, participants will have a strong portfolio demonstrating their ability to solve complex problems using modern AI techniques. This certification is ideal for developers aiming to become top-tier ML engineers and build production-level AI systems.