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: Preview
IIT Roorkee
Skills you'll gain: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Machine Learning, Data Science, Advanced Mathematics, Applied Mathematics, Python Programming
- Status: Free Trial
Skills you'll gain: Matplotlib, Linear Algebra, NumPy, Scientific Visualization, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Scikit Learn (Machine Learning Library), Jupyter, Data Manipulation, Regression Analysis, Data Structures, Software Installation
- 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: Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Decision Tree Learning, Data Mining, Python Programming, Analytics, Statistical Modeling, Predictive Modeling, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Random Forest Algorithm, Feature Engineering, Data Analysis
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Unsupervised Learning, Supervised Learning, Generative AI, Regression Analysis, Dimensionality Reduction, Reinforcement Learning, Deep Learning, Data Analysis, Statistical Inference, Applied Machine Learning, Predictive Modeling, Statistical Hypothesis Testing, Data Processing, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Data Science, Python Programming
- Status: Free Trial
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Image Analysis, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Artificial Intelligence, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Predictive Analytics, Text Mining, Machine Learning Algorithms
- Status: Free Trial
Coursera Instructor Network
Skills you'll gain: Team Performance Management, Business Planning, Resource Management, Organizational Leadership, Strategic Thinking, Business Strategy, Financial Management, Management Accounting, Strategic Decision-Making, Organizational Change, Team Leadership, Financial Analysis, Financial Forecasting, Budgeting, Competitive Analysis
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 Trial
Liberty Mutual Insurance
Skills you'll gain: Insurance, Insurance Policies, Risk Management, Insurance Sales, Underwriting, Business Risk Management, Regulation and Legal Compliance, Compliance Management, Ethical Standards And Conduct, Business Ethics, Policy Analysis
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
DeepLearning.AI
Skills you'll gain: Deep Learning, Applied Machine Learning, Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Debugging, Artificial Intelligence, Keras (Neural Network Library), Data Quality, Performance Tuning
- Status: NewStatus: Free Trial
DeepLearning.AI
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Presentation, Data Visualization Software, Business Analysis, Data Analysis, Analytics, Business Requirements, Exploratory Data Analysis, Data-Driven Decision-Making, Stakeholder Engagement
In summary, here are 10 of our most popular 機器學習基石上 (machine learning foundations)---mathematical foundations courses
- Linear Algebra Basics: IIT Roorkee
- Python Fundamentals and Data Science Essentials: Packt
- Matrix Calculus for Data Science & Machine Learning: Packt
- Applied Machine Learning with Python: Edureka
- IBM Machine Learning: IBM
- Machine Learning: University of Washington
- Business Foundations: Organizations, Planning, Finance: Coursera Instructor Network
- Foundations of Teaching for Learning: Curriculum: Commonwealth Education Trust
- Foundations of Insurance: Liberty Mutual Insurance
- Foundations of Teaching for Learning: Introduction: Commonwealth Education Trust