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.
Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Hedge Accounting, Derivatives, Accounting Records, Revenue Recognition, Financial Reporting, Financial Accounting, Portfolio Risk, Risk Management, Financial Statement Analysis, Accounting, Investment Management, Balance Sheet, Risk Management Framework, Finance, Financial Statements, Management Accounting, Cash Flows, Analysis, Case Studies, Analytical Skills
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Credit Risk, Lending and Underwriting, Financial Acumen, Commercial Lending, Financial Data, Corporate Finance, Accounts Payable and Receivable, Balance Sheet, Accounts Receivable, Cash Flows, Risk Analysis, Business Metrics, Competitive Analysis, Finance
Mixed · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Revenue Recognition, Inventory Accounting, Generally Accepted Accounting Principles (GAAP), Accounting, Accounts Receivable, Financial Accounting, Financial Statement Analysis, Financial Statements, Financial Reporting, Finance, Estimation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Data Maintenance, Dataflow, Data Storage, Data Processing, Google Cloud Platform, Cloud Storage, Data Analysis, Cloud Engineering, Data Architecture, Data Lakes, Data Warehousing, Data Preprocessing, Automation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Content Marketing, Blogs, Brand Marketing, Driving engagement, Content Creation, Content Strategy, Digital Content, Content Development and Management, Marketing Strategies, Target Audience, Content Management, Customer Engagement, Drive Engagement, Brand Awareness, Media and Communications
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Business Ethics, Sustainable Development, Governance, Social Impact, Advocacy, Diversity Equity and Inclusion Initiatives, Environmental Resource Management, Social Justice, Ethical Standards And Conduct, Community and Social Work, Climate Change Adaptation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, AI Security, Data Ethics, AI Integrations, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, AI Workflows, Data Security, Analysis, Risk Analysis, Innovation, Design
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Social Media Strategy, Social Media, Social Media Content, Media Planning, Social Media Marketing, Media Strategy, Social Media Management, Communication Planning, Strategic Communication, Paid media, Content Strategy, Digital Media Strategy, Earned Media, Owned Media, Content Marketing, Brand Strategy, Content Performance Analysis, Social Media Analytics, Content Creation, Brand Management
Intermediate · Course · 1 - 4 Weeks

Yonsei University
Skills you'll gain: Financial Statements, Financial Statement Analysis, Business Valuation, Income Statement, Entrepreneurial Finance, Balance Sheet, Cash Flows, Financial Analysis, Case Studies
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Kubernetes, Containerization, Cloud-Native Computing, Docker (Software), Data Migration, Google Cloud Platform, Virtual Machines, Application Deployment, Windows Servers, Cloud Platforms, Command-Line Interface
Beginner · Project · Less Than 2 Hours

IE Business School
Skills you'll gain: Case Studies, Balance Sheet, Financial Accounting, Accounting, Equities, Risk Analysis, Finance, Financial Analysis, Financial Reporting
Beginner · Course · 1 - 4 Weeks