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
Status: Free TrialIcahn School of Medicine at Mount Sinai
Skills you'll gain: Matlab, Mathematical Modeling, Differential Equations, Computational Logic, Applied Mathematics, Molecular Biology, Simulations, Statistical Modeling, Biology, Cell Biology, Physiology, Systems Analysis
Status: Free TrialDuke University
Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation
Status: Free TrialSkills you'll gain: Computer Security Incident Management, Incident Management, Incident Response, Security Management, Threat Management, Security Strategy, Event Monitoring, Security Information and Event Management (SIEM), Cyber Attacks, Continuous Monitoring, Enterprise Security, Security Awareness, Cyber Operations, Information Technology Operations, Automation, Systems Integration
Status: PreviewNortheastern University
Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Psychiatry, Mental Health Counseling, Clinical Research Ethics, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, Data Security, Governance, Risk Mitigation, Risk Analysis
Skills you'll gain: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation
Status: PreviewSkills you'll gain: AI Personalization, Generative AI, Responsible AI, Customer Analysis, Customer Service, Customer experience improvement, AI Enablement, LLM Application, Natural Language Processing
Status: NewStatus: PreviewLogical Operations
Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Editing, Microsoft 365, Multimedia, Graphic and Visual Design, Graphics Software, Productivity Software, Data Visualization, User Interface (UI)
Status: NewSkills you'll gain: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Restful API, Event-Driven Programming, Encryption, Distributed Computing
Status: NewSkills you'll gain: CI/CD, Build Tools, DevOps
Status: Free TrialSkills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation
Status: Free TrialSkills you'll gain: Prompt Engineering, Debugging, ChatGPT, Pseudocode, AI Enablement, Web Development, Code Review, Web Development Tools, Artificial Intelligence, Web Applications, Software Development, Programming Principles, Software Engineering
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In summary, here are 10 of our most popular math for machine learning courses
- Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
- Spark, Hadoop, and Snowflake for Data Engineering: Duke University
- Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
- SOAR for Enterprise Security: Codio
- Responsible AI for Mental Health: Northeastern University
- SQL Window Functions for Analytics: Coursera
- GenAI for Customer Service Representatives: Coursera
- Microsoft PowerPoint for Office 365: Part 1: Logical Operations
- Apache Kafka for Developers using Spring Boot: Packt
- Cloud Native Buildpacks – Hands-on for Beginners: Packt
