Responsible Artificial Intelligence

Introduction, Robustness, Explainability, Privacy, Fairness & Bias, Responsible Generative AI & LLMs

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Programming With Python

Python's scope is nearly limitless. Learn the essentials of the programming language that's taking the industry by strom in this 10-week online course

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Software Architecture

Software Architects are the unicorns of the tech job market. Master global software architecture practices with this 6-month online program.

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DevOps

DevOps knowledge has become a prerequisite for swift career advancement. Build expertise in new-age DevOps methodologies with this 6-month online program.

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TechWise, a DEI Program

Online program for students from underrepresented groups, get ready for a high-growth career in 18 months, tuition and stipend sponsored by Google

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Natural Language Processing

Introduction, Linguistic Morphology, Language Models and Smoothing, Classifiers, Deep Learning for NLP, Sequence Labeling: Part of Speech Tagging and Named Entity Recognition, Lexical Semantics, Word Embeddings, Phrase Structure and Dependency Syntax, Sentence Semantics

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Deep Learning

Introduction, Training Multilayer Perceptrons, Stochastic Gradient Descent and Optimizers, Basics of Convolutional Neural Networks, CNNs: Training and Variants, Basics of Recurrent Neural Networks, Connectionist Temporal Classification and Sequence-to-Sequence Models, Attention and Translation, Transformers and Graph Networks, Representation, Variational Autoencoders, and Generative Adversarial Networks

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Machine Learning: Fundamentals and Algorithms

Decision Trees, K-Nearest Neighbor, Model Selection, Linear Regression, Optimization, Binary Logistic Regression, Regularization, Neural Networks, Backward Propagation, K-Means and Others Learning Paradigms

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Computer Vision

Introduction, Image Processing, Feature Detection and Matching, Image Classification and Neural Networks, Convolutional Neural Networks, Transformation and Homographies, Camera Models, Two-view Geometry, Dealing with Motion, Physics-based Vision

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Artificial Intelligence

Module Search, State and Action Representation, Constraint Satisfaction, Probability and Markov Processes, Machine Learning Models, Practical Machine Learning, Randomized Algorithms, Common AI Applications, Human–AI Interaction, Autonomous Agents

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Introduction to Algorithms and Data Structures

Introduction, Concrete models and tight upper and lower bounds, Greedy algorithms, Dynamic programming, Hashing and streaming, Network flows, Linear programming, P vs. NP: coping with intractability, The multiplicative weights algorithms, Gradient descent

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Computer Science and AI Training From the Best

The Executive and Professional Education program at Carnegie Mellon University's School of Computer Science connects organizations and individuals to our computer scientists and educators who are pioneers in their respective fields. 

We accomplish this through a combination of custom courses, online courses and certificate programs. Our custom courses are personalized to meet the upskilling needs of the enterprise with one or more of our academic courses serving as the technical underpinning. Our online courses and certificate programs are open enrollment and are suited for individuals desiring to upskill in a specific area. We also offer dedicated cohorts of online courses and certificate programs for organizations wanting to upskill 30 or more software engineers at a time.

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Custom Courses

Our custom courses are built upon the foundation of one or more of our academic courses providing a robust technical framework. Designed and delivered by our esteemed research and teaching faculty, these courses are adapted to match the desired level of rigor, spanning from undergraduate to master’s or PhD levels, aligning with your specific learning objectives. With a limited cohort size of up to 30 students, we guarantee an exceptionally interactive learning experience. * Classroom simulated by DALL.E.

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Online Courses and Certificate Programs

Our online courses and certificate programs stand out as some of our most coveted offerings on campus. Serving as a cost-effective alternative to our custom courses, they offer a convenient pathway to stay updated on the latest advancements in computer science and artificial intelligence. Immerse yourself in our diverse portfolio of online courses and certificate programs, meticulously designed by our faculty to equip you with a competitive edge