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Courses for Stanford Students

The Stanford Institute for Human-Centered Artificial Intelligence

On-site course

HAI works to launch courses and programs that help people pursue cutting-edge research, create useful and responsible AI applications, and respond thoughtfully to the social implications of AI...

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Machine Learning, Data Science and Deep Learning with Python

Sundog Education

Online course

Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need...

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Machine Learning Certification

University of Washington

Online course

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval...

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Data Science

Harvard University

Online course

The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. The HarvardX Data Science program prepares you with the necessary knowledge base and useful skills to tackle real-world data analysis challenges. The program covers concepts such as probability, inference, regression, and machine learning and helps you develop an essential skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with Unix/Linux, version control with git and GitHub, and reproducible document preparation with RStudio...

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Deep Learning

IBM

Online course

Fundamental concepts of Deep Learning, including various Neural Networks for supervised and unsupervised learning. Use of popular Deep Learning libraries such as Keras, PyTorch, and Tensorflow applied to industry problems...

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Artificial Intelligence Engineer Master’s Program

Simplilearn, IBM

Online course

This Artificial Intelligence Engineer Master’s Program, in collaboration with IBM, gives training on the skills required to become a successful Artificial Intelligence Engineer. Throughout this exclusive online course, you'll master Deep Learning, Machine Learning, and the programming languages required to excel in this domain and kick-start your career in Artificial Intelligence...

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Python for Everybody

University of Michigan

Online course

This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization...

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Artificial Intelligence Nanodegrees

Udacity

Online course

Learn to write programs using the foundational AI algorithms powering everything from NASA’s Mars Rover to DeepMind’s AlphaGo Zero. You’ll master Beam Search and Random Hill Climbing, Bayes Networks and Hidden Markov Models, and more...

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IBM Data Science Professional Certificate

IBM

Online course

The program consists of 9 online courses that will provide you with the latest job-ready tools and skills, including open source tools and libraries, Python, databases, SQL, data visualization, data analysis, statistical analysis, predictive modeling, and machine learning algorithms. You’ll learn data science through hands-on practice in the IBM Cloud using real data science tools and real-world data sets...

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Advanced AI Tutorial: Deep Reinforcement Learning in Python

Lazy Programmer

Online course

The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks...

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Learn AI from ML experts at Google

Google

Online course

Whether you’re just learning to code or you’re a seasoned machine learning practitioner, you’ll find information and exercises to help you develop your skills and advance your projects...

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Artificial Intelligence Graduate Certificate

Stanford University

Online course

Classes in the Artificial Intelligence Graduate Certificate provide the foundation and advanced skills in the principles and technologies that underlie AI including logic, knowledge representation, probabilistic models, and machine learning...

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Microsoft Professional Certification in Artificial Intelligence

Microsoft

Online course

Our edX courses, taught by Microsoft experts, let you learn through hands-on experience with broad reach, cutting-edge technologies in areas including cloud services, mobile development, and data sciences. Whether you’re a student or a seasoned technologist, we can empower you to build innovative applications, services, and experiences on the Microsoft platform that will help you make a meaningful impact in today’s interconnected world...

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Artificial Intelligence Certification

Columbia University

Online course

Solid understanding of the guiding principles of AI. Apply concepts of machine learning to real life problems and applications. Design and harness the power of Neural Networks. Broad applications of AI in fields of robotics, vision and physical simulation...

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Deep Learning by Andrew Ng

Deeplearning.ai

Online course

In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more...

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IBM AI Engineering Professional Certificate

IBM

Online course

This 6-course Professional Certificate is designed to equip you with the tools you need to succeed in your career as an AI or ML engineer. You’ll master fundamental concepts of machine learning and deep learning, including supervised and unsupervised learning, using programming languages like Python...

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Machine Learning AI Certification

Stanford University

Online course

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI)...

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Ethics of AI in Context (On-site)

Centre for Ethics at University of Toronto

On-site course

This year-long, half-credit graduate course exposes students to advanced methods employed in the analysis of ethical issues related to the production, dissemination, and application of AI in a variety of contexts...

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Governing the Rise of AI

Sciences Po Paris

On-site course

At Sciences Po Paris School of International Affairs (PSIA), The Future Society is teaching Governing the Rise of AI for its third year. This graduate level course equips students to understand and analyze key public policy, political, social, and economic issues concerning the rise of AI and its impacts...

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Ethics of AI: Safeguarding Humanity

MIT Media Lab

On-site course

Learn to navigate the ethical challenges inherent to AI development and implementation. Led by MIT thought leaders, this course will deepen your understanding of AI as you examine machine bias and other ethical risks, and assess your individual and corporate responsibilities...

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