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Results for "mathematical foundations for deep learning"
Skills you'll gain: Deep Learning, Data Processing, Artificial Neural Networks, Feature Engineering, Data Cleansing, Python Programming, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Regression Analysis, Supervised Learning, Performance Tuning
- Status: NewStatus: Free Trial
Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Anomaly Detection, Artificial Intelligence, Machine Learning, Classification And Regression Tree (CART)
- Status: Free Trial
Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Computer Vision, Natural Language Processing, Network Architecture, Performance Tuning, Medical Imaging
Coursera Project Network
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming
Commonwealth Education Trust
Skills you'll gain: Curriculum Development, Teaching, Education and Training, Instructional and Curriculum Design, Course Development, Instructional Strategies, Pedagogy, Student-Centred Learning, Collaboration, Learning Theory, Planning
- Status: Free TrialStatus: AI skills
Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Generative AI, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Image Analysis, Artificial Intelligence, Program Development, Process Driven Development, Computer Vision, Software Development Life Cycle, Regression Analysis, Time Series Analysis and Forecasting, Network Architecture, Network Model
- Status: Free Trial
University of Colorado System
Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science
- Status: Free Trial
Coursera
Skills you'll gain: Network Model, Network Architecture, Performance Tuning
Commonwealth Education Trust
Skills you'll gain: Creative Thinking, Classroom Management, Teaching, Adaptability, Education and Training, Pedagogy, Instructional Strategies, Professionalism, Instructing, Curriculum Planning, Student Engagement, Professional Development, Learning Theory, Collaboration, Planning
- Status: Free Trial
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Simulations, Solution Architecture, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Supervised Learning, Algorithms, Artificial Neural Networks, Performance Testing, Pseudocode, Linear Algebra, Probability Distribution, Debugging
Coursera Project Network
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Computer Vision, Python Programming
- Status: Preview
Stanford University
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, Logical Reasoning
In summary, here are 10 of our most popular mathematical foundations for deep learning courses
- Deep Neural Network for Beginners Using Python: Packt
- Advanced ML Algorithms & Unsupervised Learning: Packt
- Advanced CNNs, Transfer Learning, and Recurrent Networks: Packt
- Deep Learning with PyTorch : Generative Adversarial Network: Coursera Project Network
- Foundations of Teaching for Learning: Curriculum: Commonwealth Education Trust
- IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
- Mathematical Foundations for Cryptography: University of Colorado System
- Deep Learning with PyTorch: Coursera
- Foundations of Teaching for Learning: Introduction: Commonwealth Education Trust
- Reinforcement Learning: University of Alberta