Deep Learning (Specialization)
Andrew Ng, Founder of DeepLearning.AI and Adjunct Professor at Stanford University
- Neural Network and Deep Learning
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- Structuring Machine Learning Projects
- Convolution Neural Networks, Sequence Models
Python 3 Programming (Specialization)
Steve Oney, Assistant Professor School of Information (University Of Michigan)
- Python Basics
- Python Functions, Files, and Dictionaries
- Data Collection and Processing with Python
- Python Classes and Inheritance
- Python Project: pillow, tesseract, and opencv
Mathematics for Machine Learning (Specialization)
David Dye, Professor of Metallurgy, Imperial College, London
- Machine Learning: Linear Algebra
- Mathematics for Machine Learning: Multivariate Calculus
- Mathematics for Machine Learning: PCA
Project Management & Other Tools for Career Development (Specialization)
Rob Stone, PMP, M.Ed., University of California, Irvine Extension
- Managing Project Risks and Changes
- High-Impact Business Writing
- The Art of Negotiation
- Effective Problem-Solving and Decision-Making
Mathematical Foundations for Cryptography
William Bahn, Richard White, Sang-Yoon Chang, University Of Colorado
R Programming, Statistical Inference, The Data Scientist’s Toolbox and Practical Machine Learning
Jeff Leek, PhD; Roger Peng, PhD; Brian Caffo, PhD Department of Biostatistics, John Hopkins University
AI For Everyone
Andrew Ng, Founder of DeepLearning.AI and Adjunct Professor at Stanford University
Data Science Math Skills
Paul Bendich, Assistant research professor of Mathematics, Duke University
Introduction to Calculus
David Easdown, Associate Professor, Department of Mathematics and Statistics, The University of Sydney
Cybersecurity Awareness and Innovation
Enrique Barra, Fabian Garcia Pastor, Ivan Martinez, eit Digital
The Foundations of Cybersecurity
Herbert J. Mattord, Professor of Information Security and Assurance, Kennesaw State University
Introduction to Programming with MATLAB
Akos Ledeczi, Ph.D., Professor, Vanderbilt University
Cybersecurity and Its Ten Domains
Dr. Humayun Zafar, Department of Information System, University System of Georgia
Fibonacci Numbers and the Golden Ratio
Jeffrey R. Chasnov, Professor, The Hong Kong University of Science and Technology
Basic Statistics
Dr. Annemarie Zand Scholten, Dr. Matthijs Duijn, Dr. ir. E.E. van Loon, University of Amsterdam
Data Privacy Fundamentals
Woodrow Hartzog, Professor of Law and Computer Science, Northeastern University
Welcome to Game Theory
Michihiro Kandori, Professor, The University of Tokyo
Career Planning: Your Career, Your Life
Alena Soboleva, Adjunct Faculty, Macquarie Business School, Sydney, Australia
Work Smarter, Not Harder: Time Management for Personal and Professional Productivity
Margaret Meloni, University of California
Positive Psychology
Barbara L. Fredrickson, Department of Psychology, University of North Carolina at Chapel Hill
Market Research and Consumer Behavior
Shameek Sinha, Professor of Marketing, Reinventing Higher Education
Fundamentals of Management
Dave Nagy, University of California, Irvine Extension
Finance for Non-Financial Professionals
David Standen, University of California, Irvine Extension
Communication in the 21st Century Workplace
Patricia Bravo, University of California, Irvine Extension
International Certified Career Coach: 15 CrHr
Career Development Alliance (USA)
Seven Habits of Highly Effective People
Steven Covey