Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Whizlabs
Skills you'll gain: Ansible, IT Automation, Devops Tools, Automation, Infrastructure as Code (IaC), DevOps, YAML, Linux, Encryption, Security Controls
★ 3.3 (15) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Writing, Course Development, Developing Training Materials, Microsoft Office, Content Creation
★ 4.6 (19) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Databricks, CI/CD, Microsoft Azure, Data Architecture, Integration Testing, Continuous Integration, Continuous Deployment, Data Infrastructure, Data Pipelines, IT Automation, Data Integration, Data Security, Automation, Data Storage, Security Controls
★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Ideation, Innovation, Design Thinking, User Research, AI powered creativity, Design Research, Generative AI, Competitive Analysis, User Experience Design, Journey Mapping, AI literacy, Human Centered Design, Data Ethics, Responsible AI, Artificial Intelligence, Problem Solving, Data Collection, Data Synthesis, Critical Thinking
★ 4.6 (18) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Plan Execution, Business Strategy, Business Strategies, Strategic Planning, Culture Transformation, Organizational Strategy, Corporate Strategy, Competitive Analysis, Organizational Change, Growth Strategies, Strategic Leadership, Business Planning, Strategic Thinking, Business Transformation, Business Analysis Tools, Change Management, Organizational Effectiveness, Business Leadership, Strategic Decision-Making, Business Ethics
Mixed · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations
Beginner · Course · 1 - 3 Months

Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Systems Development, Change Control, Software Development Methodologies, Project Management Life Cycle, Change Management, Project Management, IT Management, System Implementation, Compliance Auditing, Internal Auditing, Software Testing, Test Data, Auditing, Development Testing, Risk Control, Verification And Validation, Project Management Office (PMO), Risk Management
★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Customer Engagement, Customer Relationship Building, Promotional Strategies, Promotions and Campaigns, Marketing Channel, Telemarketing, Marketing Materials, Event Marketing, Branding, Brand Awareness, Product Promotion, Advertising, Marketing, Brand Management, Marketing Strategies, Digital Advertising, Consumer Behaviour
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Generative AI Agents, AI Orchestration, Generative AI, Agentic Workflows, Agentic systems, AI Workflows, Generative Model Architectures, AI literacy, LLM Application, AI Product Strategy, Responsible AI, Artificial Intelligence, AI Security, Prompt Engineering, Tool Calling, Verification And Validation, Risking, Model Evaluation, Security Controls
★ 4.2 (6) · Intermediate · Course · 1 - 3 Months
Coursera
Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Simulations, 3D Modeling, Mechanical Engineering, Engineering Design Process, Computer-Aided Design, Thermal Management, Numerical Analysis, Computational Thinking, Scientific Visualization, Software Design, Mechanics, Analytics, Physics, Differential Equations, Computer Systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, Game Design, Video Game Development, Performance Tuning, Animation and Game Design, Project Design, Interactive Design, Program Development, Systems Development, Design, Experience Design, Design and Product, Design Elements And Principles, Scripting, Mechanics
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability
★ 4.7 (12) · Intermediate · Course · 1 - 4 Weeks