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.
Madecraft
Skills you'll gain: Business Analytics, Analytics, Data Analysis, Dashboard Creation, Dashboard, Business Intelligence, Marketing Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Data Presentation, Excel Formulas, Data Literacy, Data Visualization, Business Analysis, Microsoft Excel, Predictive Analytics, Key Performance Indicators (KPIs), Descriptive Analytics, Statistical Reporting
Beginner · Course · 1 - 3 Months

Skills you'll gain: AI Security, Threat Detection, Large Language Modeling, Intrusion Detection and Prevention, LLM Application, Cybersecurity, Cyber Security Strategy, Applied Machine Learning, Fraud detection, AI Integrations, Cyber Engineering, IT Automation, Machine Learning Methods, Cyber Attacks, Anomaly Detection, Federated Learning, Malware Protection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cyber Risk
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Cash Flow Forecasting, Excel Formulas, Financial Modeling, Cash Management, Spreadsheet Software, Financial Forecasting, Financial Reporting, Financial Data, Accounting and Finance Software, Cash Flows, Finance, Forecasting, Dashboard Creation, Business Reporting, Financial Analysis, Management Reporting, Data Analysis, Business Operations
Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Model Optimization, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, Model Training, Machine Learning, Data Science
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Cross Platform Development, Experience Design, User Centered Design, UI/UX Research, Responsive Web Design, Human Centered Design, Web Design, Web Presence, Usability, Design Research, Design Thinking, Design Strategies, Usability Testing, Prototyping, Generative AI, Ideation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Balance Sheet, QuickBooks (Accounting Software), Management Reporting, Financial Statements, Financial Statement Analysis, Cash Management, Profit and Loss (P&L) Management, Financial Reporting, Financial Data, Cash Flow Forecasting, Financial Accounting, Budgeting, Payroll, Accounting, Operational Analysis, Forecasting, Banking, Analysis, Business, Business Management
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Microsoft Copilot, Sales Enablement, Prompt Engineering, Sales Development, Sales, Sales Operations, Sales Strategy, General Sales Practices, Sales Process, Sales Support, Sales Presentations, Sales Presentation, AI Product Strategy, Marketing Collateral, Overcoming Objections, Prompt Engineering Tools, Taking Meeting Minutes, Meeting Facilitation, Email Automation, Microsoft Teams
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Email Automation, Email Marketing, ChatGPT, Prompt Engineering, AI Workflows, Content Performance Analysis, Generative AI, Workflow Management, Copywriting, Performance Analysis, Editing, Writing and Editing, Writing, Branding, Program Standards, Version Control
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: AI Integrations, Data Ethics, Responsible AI, AI Workflows, AI literacy, Business Process Automation, Automation, ChatGPT, Computer Science, Analysis, Innovation, Decision Making, Natural Language Processing, Creative Problem-Solving, Business Planning, Business Strategy, Organizational Strategy
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Learning Theory, Teaching, Human Learning, Pedagogy, Education and Training, Formal Learning, Learning Strategies, Social Sciences, Public Policies, Socioeconomics
Mixed · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Data Preprocessing, Model Training, Deep Learning, Data Processing, Model Optimization, Cloud Deployment, Machine Learning Methods, Applied Machine Learning, Data Transformation, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months