Filter by
SubjectRequired
LanguageRequired
The language used throughout the course, in both instruction and assessments.
Learning ProductRequired
LevelRequired
DurationRequired
SkillsRequired
SubtitlesRequired
EducatorRequired
Results for "機器學習基石上 (machine learning foundations)---mathematical foundations"
- Status: Free Trial
Fractal Analytics
Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Random Forest Algorithm, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Predictive Modeling, Decision Tree Learning, Performance Tuning, Regression Analysis
- Status: Preview
Sungkyunkwan University
Skills you'll gain: Machine Learning Algorithms, Decision Tree Learning, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Linear Algebra, Bayesian Statistics, Probability & Statistics
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Generative AI, Big Data, Machine Learning, Customer Data Management, Tensorflow, Artificial Intelligence, Deep Learning, Algorithms, Process Optimization, Data Analysis, Artificial Neural Networks, Natural Language Processing
- Status: Free Trial
Duke University
Skills you'll gain: Deep Learning, Unsupervised Learning, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Decision Tree Learning, Computer Vision, Supervised Learning, Natural Language Processing, Random Forest Algorithm, Data Science, Predictive Analytics, Algorithms, Performance Metric
- Status: Free Trial
University of Glasgow
Skills you'll gain:
- Status: Free Trial
Alberta Machine Intelligence Institute
Skills you'll gain: Feature Engineering, Data Quality, Data Processing, Supervised Learning, Data Validation, Data Cleansing, Data Transformation, Verification And Validation, Applied Machine Learning, Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Exploratory Data Analysis, Python Programming, Computer Programming, Linear Algebra, Statistical Analysis
- Status: Free Trial
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Jupyter, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning
- Status: New
Skills you'll gain: Calculus, Applied Mathematics, NumPy, Applied Machine Learning, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment
- Status: Free Trial
Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Statistical Machine Learning, Advanced Analytics, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Supervised Learning
- Status: Free Trial
Alberta Machine Intelligence Institute
Skills you'll gain: Data Ethics, MLOps (Machine Learning Operations), Business Operations, Machine Learning, Ethical Standards And Conduct, Operational Analysis, Applied Machine Learning, Business Strategy, Production Planning, Data Maintenance, Maintainability, Risk Mitigation, Performance Metric, Systems Integration, Stakeholder Communications
- Status: NewStatus: Free Trial
Board Infinity
Skills you'll gain: Decision Tree Learning, Regression Analysis, Debugging
In summary, here are 10 of our most popular 機器學習基石上 (machine learning foundations)---mathematical foundations courses
- Advanced Machine Learning Algorithms: Fractal Analytics
- Machine Learning Algorithms: Sungkyunkwan University
- AI Fundamentals for Non-Data Scientists: University of Pennsylvania
- Machine Learning Foundations for Product Managers: Duke University
- Machine Learning and its Applications: University of Glasgow
- Data for Machine Learning: Alberta Machine Intelligence Institute
- Fundamentals of AI, Machine Learning, and Python Programming: Packt
- Matrix Calculus for Data Science & Machine Learning: Packt
- Foundations of Data Science and Machine Learning with Python: Packt
- Advanced Methods in Machine Learning Applications: Johns Hopkins University