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Results for "mathematical foundations for deep learning"
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Generative AI, Regression Analysis, Dimensionality Reduction, Reinforcement Learning, Data Cleansing, Data Access, Deep Learning, Data Analysis, Applied Machine Learning, Predictive Modeling, Statistical Analysis, Statistical Inference, Statistical Hypothesis Testing, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library)
- Status: Free
Stanford University
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, Logical Reasoning
Skills you'll gain: Project Management Life Cycle, Change Management, Organizational Structure, Project Management, Organizational Change, Program Management, Project Closure, Agile Methodology, Project Planning, Waterfall Methodology
Skills you'll gain: Generative AI, Reinforcement Learning, Deep Learning, Unsupervised Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Keras (Neural Network Library), Machine Learning Algorithms, Tensorflow, Computer Vision, Dimensionality Reduction, Natural Language Processing
- Status: Free
Yonsei University
Skills you'll gain: Language Competency, Grammar, Vocabulary, Literacy, Culture
DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Machine Learning, Python Programming, Regression Analysis, Artificial Neural Networks, Deep Learning, Derivatives
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Exploratory Data Analysis, Statistical Visualization
- Status: Free
Deep Teaching Solutions
Skills you'll gain: Learning Strategies, Time Management, Human Learning, Willingness To Learn, Productivity, Growth Mindedness, Mental Concentration, Creativity, Problem Solving, Self-Discipline, Cognitive flexibility, Stress Management
University of California, Irvine
Skills you'll gain: Grammar, Vocabulary, English Language, Language Learning, Language Competency
University of Illinois Urbana-Champaign
Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Education and Training, Talent Management, Systems Analysis, Job Analysis, Analysis
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Python Programming, Derivatives
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Image Analysis, Applied Machine Learning, Deep Learning, Machine Learning, Natural Language Processing, Supervised Learning, Unsupervised Learning, Artificial Neural Networks, Computer Vision, Medical Imaging
In summary, here are 10 of our most popular mathematical foundations for deep learning courses
- IBM Machine Learning: IBM
- Introduction to Mathematical Thinking: Stanford University
- Foundations of Project Management: Google
- Deep Learning and Reinforcement Learning: IBM
- First Step Korean: Yonsei University
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
- Learning How to Learn: Powerful mental tools to help you master tough subjects: Deep Teaching Solutions
- Learn English: Beginning Grammar: University of California, Irvine
- Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign