Program Catalog

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Artificial Intelligence for Trading

School of Artificial Intelligence

Complete real-world projects designed by industry experts, covering topics from asset management to trading signal generation. Master AI algorithms for trading, and build your career-ready portfolio.

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AI Programming with Python

School of Artificial Intelligence

Learn Python, NumPy, Pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network.

Deep Learning

School of Artificial Intelligence

Deep learning is driving advances in artificial intelligence that are changing our world. Enroll now to build and apply your own deep neural networks to produce amazing solutions to important challenges.

Machine Learning Engineer

School of Artificial Intelligence

Become a machine learning engineer and apply predictive models to massive data sets in fields like education, finance, healthcare or robotics.

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Computer Vision

School of Artificial Intelligence

Learn the computer vision skills behind advances in robotics and automation. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.

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Deep Reinforcement Learning

School of Artificial Intelligence

Master the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.

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AI Product Manager

School of Artificial Intelligence

Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world.

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Intro to Machine Learning with PyTorch

School of Artificial Intelligence

Build a solid foundation in Supervised, Unsupervised, and Deep Learning. Then, use these skills to test and deploy machine learning models in a production environment.

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Artificial Intelligence

School of Artificial Intelligence

Learn essential Artificial Intelligence concepts from AI experts like Peter Norvig and Sebastian Thrun, including search, optimization, planning, pattern recognition, and more.

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Intro to Machine Learning with TensorFlow

School of Artificial Intelligence

Build a solid foundation in Supervised, Unsupervised, and Deep Learning. Then, use these skills to test and deploy machine learning models in a production environment.

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Natural Language Processing

School of Artificial Intelligence

Learn the skills to get computers to understand, process, and respond to human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.

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AI for Healthcare

School of Artificial Intelligence

Be at the forefront of the revolution of AI in Healthcare, and transform patient outcomes. Enable enhanced medical decision-making powered by machine learning to build the treatments of the future.

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AI for Business Leaders

School of Business

Master the foundations of artificial intelligence so you can strategically implement machine learning technology in your organization, and leverage it for corporate growth.

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Intel® Edge AI for IoT Developers

School of Artificial Intelligence

Lead the development of cutting-edge Edge AI applications that are the future of the Internet of Things. Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications.

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Machine Learning Engineer for Microsoft Azure

School of Artificial Intelligence

Strengthen your machine learning skills and build practical experience by training, validating, and evaluating models using Azure Machine Learning.

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Linear Algebra Refresher Course

School of Artificial Intelligence

Learn linear algebra by doing: you will code your own library of linear algebra functions!

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Machine Learning: Unsupervised Learning

School of Artificial Intelligence

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

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Big Data Analytics in Healthcare

School of Artificial Intelligence

In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.

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Intro to Descriptive Statistics

School of Artificial Intelligence

Intro to Descriptive Statistics will teach you the basic concepts of statistics that can be used to extract information from data.

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Intel® Edge AI Fundamentals with OpenVINO™

School of Artificial Intelligence

Stay at the cutting-edge of AI technology by gaining practical skills for deploying edge AI. Learn how to use the Intel Distribution of OpenVINO toolkit to deploy computer vision capabilities inside a range of edge applications.

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Artificial Intelligence

School of Artificial Intelligence

This course gives a survey of topics in AI along with in-depth foundational concepts such as classical search, probability, machine learning, logic and planning.

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Secure and Private AI

School of Artificial Intelligence

Learn how to extend PyTorch with the tools necessary to train AI models that preserve user privacy.

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Model Building and Validation

School of Artificial Intelligence

This course will teach you how to start from scratch in understanding and paying attention to what is important in the data and how to answer questions about data.

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Data Visualization and D3.js

School of Artificial Intelligence

Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization.

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Machine Learning for Trading

School of Artificial Intelligence

Implement machine learning based strategies to make trading decisions using real-world data.

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Machine Learning

School of Artificial Intelligence

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

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Intro to Hadoop and MapReduce

School of Artificial Intelligence

In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of Big Data in the real world!

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Real-Time Analytics with Apache Storm

School of Artificial Intelligence

The world is trending in real time! Learn Apache Storm, taught by Twitter, to scalably analyze real-time tweets and drive d3 visualizations. Storm is free, open and fun!

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A/B Testing

School of Artificial Intelligence

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Data Analysis with R

School of Artificial Intelligence

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.

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Knowledge-Based AI: Cognitive Systems

School of Artificial Intelligence

The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.

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Introduction to TensorFlow Lite

School of Artificial Intelligence

Learn how to deploy deep learning models on mobile and embedded devices with TensorFlow Lite.

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Introduction to Computer Vision

School of Artificial Intelligence

This course provides an introduction to computer vision including fundamentals, methods for application and machine learning classification.

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Intro to TensorFlow for Deep Learning

School of Artificial Intelligence

Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

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Eigenvectors and Eigenvalues

School of Artificial Intelligence

Learn how to calculate eigenvalues and eigenvectors and why they are important for AI applications.

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Intro to Artificial Intelligence

School of Artificial Intelligence

This course will introduce you to the basics of AI. Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.

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Artificial Intelligence for Robotics

School of Artificial Intelligence

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

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Intro to Deep Learning with PyTorch

School of Artificial Intelligence

Learn the basics of deep learning and implement your own deep neural networks with PyTorch

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AWS DeepRacer

School of Artificial Intelligence

Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer.

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Reinforcement Learning

School of Artificial Intelligence

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Introduction to Machine Learning Course

School of Artificial Intelligence

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.