Math For Machine Learning Courses
Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.
Popular Math For Machine Learning Courses and Certifications
Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Big Data, Cloud Development, Artificial Intelligence, Machine Learning, Predictive Modeling, Natural Language Processing
Skills you'll gain: Google Cloud Platform, Unstructured Data, MLOps (Machine Learning Operations), Big Data, Applied Machine Learning, Machine Learning, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Natural Language Processing
Skills you'll gain: Google Cloud Platform, Google Gemini, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Machine Learning, Predictive Modeling, Natural Language Processing
Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Cloud Solutions, Big Data, Machine Learning, Predictive Modeling, Data Processing, Natural Language Processing
Status: PreviewSkills you'll gain: MLOps (Machine Learning Operations), Data Modeling, Google Cloud Platform, Feature Engineering, Application Deployment, DevOps, Data Processing, Data Management, Data Storage
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Workflow Management, Data Governance, Data Management, Google Cloud Platform, Data Processing, Applied Machine Learning, Tensorflow, Data Pipelines, Machine Learning, Feature Engineering, Data Transformation, Artificial Neural Networks
Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Tensorflow, Prompt Engineering, Artificial Intelligence, Machine Learning, Cloud Infrastructure, Data Processing, Feature Engineering
Status: Free TrialSkills you'll gain: Data Import/Export, Programming Principles, Web Scraping, Python Programming, Jupyter, Data Structures, Data Processing, Pandas (Python Package), Data Manipulation, JSON, Computer Programming, Restful API, NumPy, Object Oriented Programming (OOP), Scripting, Application Programming Interface (API), Automation, Data Analysis
Status: Free TrialUniversity of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Computer Vision, Predictive Modeling, Health Informatics, Machine Learning, Unsupervised Learning, Feature Engineering, Medical Imaging, Python Programming, Dimensionality Reduction, Network Architecture
Status: Free TrialMathWorks
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Matlab, Data Visualization, Machine Learning Methods, Data Analysis, Data Validation
Skills you'll gain: Google Cloud Platform, Big Data, Applied Machine Learning, MLOps (Machine Learning Operations), Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Machine Learning, Predictive Modeling, Jupyter, Natural Language Processing
Searches related to math for machine learning
In summary, here are 10 of our most popular math for machine learning courses
- Introduction to AI and Machine Learning on GC - Italiano: Google Cloud
- Smart Analytics, Machine Learning, and AI on GCP - Italiano: Google Cloud
- Introduction to AI and Machine Learning on GC - Français: Google Cloud
- Introduction to AI and Machine Learning on GC - Indonesian: Google Cloud
- Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
- Calculus for Engineers: The Hong Kong University of Science and Technology
- Machine Learning in the Enterprise - 日本語版: Google Cloud
- Introduction to AI and Machine Learning on GC - Deutsch: Google Cloud
- Python for Data Science, AI & Development: IBM
- Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
