Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Skills you'll gain: Social Media Analytics, Data Visualization, Plot (Graphics), Statistical Visualization, Matplotlib, Marketing Analytics, Social Media Marketing, Python Programming, Social Media, Data Presentation, Data Analysis, Data Wrangling, Exploratory Data Analysis, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Brand Marketing, Digital Marketing Tools, Driving engagement, Marketing Strategies, MarTech, Digital Media Strategy, Digital Marketing Campaigns, Customer Engagement, Strategic Marketing, Social Media Marketing, Marketing, Digital Marketing, Consumer Behaviour, Market Trend, Strategic Planning, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity Programs, Diversity and Inclusion, Diversity Awareness, Demography, Workplace inclusivity, Organizational Development, Cultural Diversity, Organizational Effectiveness, Organizational Strategy, Human Resource Strategy
Intermediate · Course · 1 - 3 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Product Strategy, Branding, Marketing Management, Product Lining, Marketing Planning, Target Market, Consumer Behaviour, Product Lifecycle Management, Strategic Marketing, Brand Strategy, Brand Management, Brand Marketing, Marketing Strategies, Product Planning, Product Management, Marketing Strategy and Techniques, Marketing Communications, Marketing Effectiveness, Market Opportunities, Target Audience
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Mahout, NoSQL, Big Data, Apache Hive, Data Pipelines, Databases, Applied Machine Learning, Real Time Data, Database Theory, Scalability, Distributed Computing, Data Processing, Database Architecture and Administration, Model Evaluation, Machine Learning Algorithms, Transaction Processing, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Sales Prospecting, Prospecting and Qualification, Trustworthiness, Sales Process, Sales Development, Overcoming Objections, Closing (Sales), Selling Techniques, Verbal Communication Skills, Sales, Cold Calling, Consultative Selling, Sales Presentation, General Sales Practices, Customer Relationship Building, Needs Assessment, Oral Expression, Sales Presentations, Rapport Building, Sales Pipelines
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Responsible AI, Property and Real Estate, Tensorflow, Real Estate, Artificial Intelligence, Applied Machine Learning, Keras (Neural Network Library), Data Ethics, Lead Generation, AI Personalization, Property Management, Fraud detection, Data-Driven Marketing, Marketing Strategies, AI Integrations, Marketing Automation, Machine Learning, Investment Management, Investments, Predictive Analytics
Intermediate · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Branding, Brand Marketing, Marketing, Brand Management, Marketing Management, Brand Strategy, Strategic Marketing, Value Propositions, Consumer Behaviour, Marketing Planning, Marketing Strategies, Target Market, Business Marketing, Marketing Strategy and Techniques, Marketing Operations, Market Opportunities, Product Marketing, Target Audience, Business Strategy, Customer Insights
Beginner · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Data Storytelling, Sustainable Systems, Data Literacy, Systems Thinking, Case Studies, Water Sustainability, Sustainable Development, Water Resources, Quantitative Research, Environmental Issue, Water Resource Management, Energy and Utilities, Environment, Social Impact, Analysis, Policy Analysis, Environment and Resource Management, Dependency Analysis
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Oral Expression, Non-Verbal Communication, Learning Theory, Storytelling, Education Software and Technology, Human Learning, Motivational Interviewing, Conflict Management, Interpersonal Communications, Technical Communication, Education and Training, Pedagogy, Media and Communications, Driving engagement, Writing, Scientific Methods, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Climate Change Adaptation, Social Impact, Sustainable Development, Sustainable Design, Mitigation, Driving engagement
Beginner · Course · 1 - 3 Months

Whizlabs
Skills you'll gain: Selenium (Software), Test Tools, Debugging, Software Testing, Unit Testing, Test Automation, Browser Compatibility, Web Applications, Test Script Development, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Test Case, Web Development Tools, Development Environment, Software Architecture, Python Programming, Software Installation, Package and Software Management
Beginner · Course · 1 - 4 Weeks