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.

AI for Trading

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

AI Programming with Python

This Nanodegree trains the learner about foundational topics in the exciting field of deep learning, the technology behind state-of-the-art artificial intelligence.

Deep Learning

The Deep Reinforcement Learning Nanodegree has four courses: Introduction to Deep Reinforcement Learning, Value-Based Methods, Policy-Based Methods, and Multi-Agent RL. Students learn to implement classical solution methods, define Markov decision processes, policies, and value functions, and derive Bellman equations. They learn dynamic programming, Monte Carlo methods, temporal-difference methods, deep RL, and apply these techniques to solve real-world problems. They learn to train agents to navigate virtual worlds, generate optimal financial trading strategies, and apply RL to multiple interacting agents.

Deep Reinforcement Learning

The goal of the AWS Machine Learning Engineer (MLE) Nanodegree program is to equip software developers/data scientists with the data science and machine learning skills required to build and deploy machine learning models in production using Amazon SageMaker. This program will focus on the latest best practices and capabilities that are enabled by Amazon SageMaker, including new model design/deployment features and case studies in which they can be applied to. 


AWS Machine Learning Engineer Nanodegree

**Prove Mastery Through Hands-On Projects**

Our open-ended projects are modeled after real-world workplace scenarios, and require in-depth critical thinking and creative solutions.

**Succeed with Personalized Feedback**

Every project receives personalized feedback from industry experts, and our mentors are available to answer questions whenever you're feeling stuck.

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Scale skill development for your business. We combine technology training for employees with industry experts, mentors, and projects, for critical thinking that pushes innovation. Our business training systems have proven results.

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One monthly subscription opens the door to our entire catalog of Nanodegree programs, Courses, projects, and more.

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Courses are taught by instructors with proven credentials and extensive industry experience, vetted by our stringent approval process.

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Content is co-created with the world’s most innovative tech companies, curated by our teaching experts.

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