Math For Machine Learning Courses
Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.
Popular Math For Machine Learning Courses and Certifications
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics
Status: Free TrialSkills you'll gain: Data Engineering, Data Manipulation, Data Warehousing, Cloud Development, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Data Storage, Database Management, Generative AI, Data Science, Data Import/Export, Machine Learning
Skills you'll gain: Salesforce Development, Data Validation, AI Workflows, Code Coverage, Prompt Engineering, Test Automation, Verification And Validation, Generative AI, Debugging
Status: NewStatus: PreviewSkills you'll gain: Social Media Content, Content Performance Analysis, Brand Awareness, Social Media Strategy, Brand Management, Performance Analysis, Instagram
Status: Free TrialAmerican Psychological Association
Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Qualitative Research, Correlation Analysis, Data Collection, Data Analysis, Psychology, Sampling (Statistics)
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Transfer Learning, Text Mining, Model Evaluation, Predictive Modeling, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Financial Statement Analysis, Financial Reporting, Financial Forecasting, Financial Acumen, Business Valuation, Financial Modeling, Balance Sheet, Cash Flow Forecasting, Generally Accepted Accounting Principles (GAAP), Finance, Market Data, Trend Analysis, Estimation
Status: Free TrialSkills you'll gain: Generative AI, Customer Insights, AI Personalization, Customer Analysis, ChatGPT, Customer experience strategy (CX), Real Time Data, Design Thinking, Artificial Intelligence, Analysis, Design
Status: PreviewSimplilearn
Skills you'll gain: API Testing, Performance Testing, Test Script Development, Application Programming Interface (API), Test Tools, Software Testing, Test Planning, Simulations, Scalability
Status: PreviewYale University
Skills you'll gain: Stress Management, Mindfulness, Parent Communication, Time Management, Emotional Intelligence, Productivity, Personal Development, Self-Awareness, Child Development, Positive Behavior Support, Resilience, Family Support, Health Technology
Status: NewStatus: PreviewLogical Operations
Skills you'll gain: Power BI, Data Analysis, Microsoft Power Platform, Business Intelligence Software, Microsoft Excel, Data Visualization Software, Data Literacy, Business Intelligence, Data-Driven Decision-Making, Data Storytelling, Microsoft 365, Business Reporting, Data Visualization, Data Analysis Software, Interactive Data Visualization, Data Presentation, Microsoft Office, Microsoft PowerPoint, Data Sharing, Data Management
Status: NewStatus: Free TrialSkills you'll gain: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Microservices, Event-Driven Programming
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In summary, here are 10 of our most popular math for machine learning courses
- Predictive Models for Toxic Chemical Releases: University of California, Davis
- Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
- ChatGPT for Salesforce Development: Packt
- Hootsuite for Beginners: Hands-On Social Media Management: Board Infinity
- Methods for Quantitative Research in Psychology: American Psychological Association
- Supervised Text Classification for Marketing Analytics: University of Colorado Boulder
- Forecasting Financial Statements & Valuation for Accountants: University of Illinois Urbana-Champaign
- GenAI for Customer Journey Mapping: Coursera
- Jmeter training for Beginners: Simplilearn
- The Science of Well-Being for Parents: Yale University
