Curriculum

Univ.AI offers two kinds of programs. An AI Principles Program, which imparts you all required fundamental learning for both Data Science and Machine Learning. AI and DS Advanced Programs add Advanced modules on top of the AI Principle programs.

AI/DS Advanced = AI Principles + Advanced Modules

AI Principles
AI Advanced
DS Advanced
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ML/AI Principles

The Univ.AI AI Principles Certificate is a rigorous Data Science, Machine Learning, and AI Program, that you complete in about 6 months. You need to have python programming skills, in addition to familiarity basic maths and statistics. The Principles Certificate will take you through four 5-week modules, and an optional pre-requisites “Foundations” module. At the end of this you will be skilled at using complex Convolutional Neural Networks in many fields. If you are a manager, then this program will enable you manage Machine Learning teams, work with them, and/or craft your company’s AI strategy.

AI Advanced

The Univ.AI Artificial Intelligence (AI) Advanced Certificate builds on the Univ.AI Principles Certificate to take you from being a high quality Data Scientist and AI practitioner to being a high-end AI Scientist/Engineer capable of holding your own at the highest echelons of ML/AI practice. In addition to all the “Principles” modules, you will sharpen your Neural Networks skills with two rigorous advanced AI modules focused on Language, Self-Supervised, and Reinforcement Learning. At the end, you will work on a Capstone Project with a research group or company after your courses, to round out your real world skills in a model-research, or business context. Upon completion, you will be able to create complex, domain-specific Neural Network Models and Pipelines.

DS Advanced

The Univ.AI Data Science Advanced Certificate builds on the Univ.AI Principles Certificate to take you from being a high quality Data Scientist and AI Practitioner to being a very “complete” Data Science and Machine Learning professional. In addition to all the “Principles” modules, you will take two rigorous Data Science & Data Engineering modules that will round off your software development and Data Engineering skills. You will then do a Capstone Project with a research group, or company, which will cement your skills as a professional solutions implementer. Upon successful completion of the program, you will be an accomplished Data Scientist/Engineer, able to construct complex AI and Data Science pipelines to build and deploy models.

AI Advanced Modules
DS Advanced Modules

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Academics & Curriculum

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Admissions

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Student Experience

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Capstone Project

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