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Results for "mathematical foundations for deep learning"
- Status: Free Trial
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
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
- Status: Free Trial
Skills you'll gain: Jupyter, Computer Programming Tools, Data Analysis Software, Data Visualization Software, Data Science, GitHub, Big Data, R Programming, Statistical Programming, Application Programming Interface (API), Machine Learning, Cloud Computing, Git (Version Control System), Development Environment, Other Programming Languages, Query Languages
National Taiwan University
Skills you'll gain: Supervised Learning, Machine Learning, Classification And Regression Tree (CART), Theoretical Computer Science, Applied Mathematics, Mathematical Modeling, Probability & Statistics, Regression Analysis, Algorithms
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Regression Analysis, Dimensionality Reduction, Data Cleansing, Data Access, Data Analysis, Predictive Modeling, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning, Data Science, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Statistical Modeling, Applied Machine Learning
- Status: Free Trial
University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Database Design, Query Languages, Data Manipulation, Data Modeling, Relational Databases, Data Analysis, Data Cleansing
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Supervised Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Unsupervised Learning, Statistical Modeling
- Status: Free Trial
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Decision Tree Learning, Unsupervised Learning, Dimensionality Reduction, Random Forest Algorithm
The State University of New York
Skills you'll gain: Developmental Disabilities, Home Health Care, Nutrition and Diet, Geriatrics, Cultural Diversity, Caregiving, Working With Children, Disabilities, Mental and Behavioral Health, Pediatrics, Patient Education And Counseling, Social Skills, Personal Care, Patient Safety
ConsenSys Academy
Skills you'll gain: Blockchain, Cryptography, Interoperability, FinTech, Emerging Technologies, Ledgers (Accounting), Business Modeling, Distributed Computing, Digital Assets, Data Sharing, Data Integrity, Transaction Processing
- Status: Free Trial
Georgia Institute of Technology
Skills you'll gain: Sales Presentation, Presentations, Business Writing, Business Correspondence, Verbal Communication Skills, Public Speaking, Cultural Diversity, Business Communication, Professional Networking, Cultural Sensitivity, Writing, English Language, Vocabulary, Communication, Writing and Editing, Interpersonal Communications, LinkedIn, Grammar, Instagram, Concision
University of London
Skills you'll gain: Feature Engineering, Machine Learning, Data Processing, Artificial Intelligence, Supervised Learning, Data Analysis, Computer Vision, Data Collection
In summary, here are 10 of our most popular mathematical foundations for deep learning courses
- Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
- Foundations of Teaching for Learning: Curriculum: Commonwealth Education Trust
- Tools for Data Science: IBM
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- IBM Introduction to Machine Learning: IBM
- SQL for Data Science: University of California, Davis
- Supervised Machine Learning: Regression and Classification : DeepLearning.AI
- Applied Machine Learning in Python: University of Michigan
- Foundations for Assisting in Home Care: The State University of New York
- Blockchain: Foundations and Use Cases: ConsenSys Academy