Our Artificial Intelligence curriculum is designed to advance learners from foundational data and programming skills into cutting-edge AI development. Covering everything from core machine learning to large language models and neural networks, the program equips learners to design, deploy, and optimize modern AI systems for real-world use cases.
Cover supervised and unsupervised techniques like decision trees, support vector machines, k-nearest neighbors, k-means clustering, and PCA. Use libraries like Scikit-learn to train, evaluate, and deploy models in applied contexts.
Learn to build AI models that interpret and generate human language, analyze sequential data, and surface trends across time. Apply text vectorization, time series forecasting, and classification methods using Python and open-source tools.
Advance into deep learning with frameworks like Keras and TensorFlow. Build CNNs for image classification, RNNs for sequence modeling, and transformer-based models like BERT to tackle today’s most complex AI problems.
Explore model tuning, prompt engineering, and open-source MLOps stacks to develop and refine LLMs. Learn cloud-based workflows to deploy AI solutions at scale, applying techniques in model optimization, interpretability, and ethical design.
Curriculum modules designed for integration into bachelor's and master's degree programs. Delivered in partnership with accredited institutions to bring industry-relevant tech education into traditional academic pathways.
Modular, stackable programs that build critical skills in 1–6 weeks. Ideal for professional education or enterprise partners seeking targeted upskilling or reskilling solutions.
Project-based, outcome-driven programs designed for adult learners shifting into tech careers. Available full-time or part-time through universities or employers, supporting everything from public enrollment to internal mobility.
A new model blending hands-on apprenticeships with formal education. Students work while they learn, graduate with experience, and build real-world confidence—designed for workforce-aligned universities and employers alike.
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