Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
University of Colorado System
Skills you'll gain: Bayesian Network, Numerical Analysis, Markov Model, Estimation, Simulations, Integral Calculus, Matlab, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Algorithms, Brute-force attacks, Computer Programming Tools
University of California, Irvine
Skills you'll gain: Marketing Analytics, Key Performance Indicators (KPIs), Data-Driven Marketing, Marketing Planning, Marketing Effectiveness, Digital Media Strategy, A/B Testing, Web Analytics, Conversion Funnel Analysis, Content Performance Analysis, Digital Marketing, Customer experience improvement, Test Tools, Performance Metric, Performance Measurement, Marketing Strategies, Marketing, Driving engagement, Web Applications, Sales
Board Infinity
Skills you'll gain: Prompt Engineering, Prompt Patterns, Retrieval-Augmented Generation, LLM Application, Generative AI Agents, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, Agentic Workflows, Tool Calling, Artificial Intelligence and Machine Learning (AI/ML), LangGraph, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, AI Integrations, Artificial Intelligence
LearnKartS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Amazon Elastic Compute Cloud, Cloud Computing Architecture, Infrastructure Architecture, Cloud Computing, Cloud Hosting, Cloud Solutions, Cloud Services, Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Storage, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Network Security, Resource Management, Cost Management
Skills you'll gain: Benchmarking, Six Sigma Methodology, Team Leadership, Team Management, Lean Six Sigma, Logistics, Team Building, Organizational Effectiveness, Organizational Change, Management Training And Development, Team Motivation, Business Leadership, Organizational Strategy, Quality Improvement, Conflict Management, Change Management, Project Management, Leadership, Process Improvement, Performance Measurement
University of Colorado Boulder
Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Statistical Software, Data Analysis Software, R Programming, Quality Control, Probability & Statistics, Quality Improvement, Statistical Methods, Plot (Graphics), Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution
University of Colorado Boulder
Skills you'll gain: Power Electronics, Control Systems, Electrical Engineering, Simulation and Simulation Software, Electrical Power, Electronics, Simulations, Electronics Engineering, Mathematical Modeling, Engineering Analysis
Board Infinity
Skills you'll gain: DeepSeek API, Deepseek, User Interface (UI), LLM Application, AI Workflows, AI Integrations, Human Computer Interaction, Agentic Workflows, Retrieval-Augmented Generation, AI Product Strategy, Embeddings, Application Deployment, Case Studies
University of Virginia
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Ideation, Creative Thinking, Thought Leadership, Curiosity, Strategic Thinking, Cognitive flexibility, Overcoming Obstacles, Growth Mindedness, Creativity, Collaboration, Dealing With Ambiguity, Empathy
London Business School
Skills you'll gain: Resilience, Operational Risk, Leadership Development, Adaptability, Team Motivation, Organizational Change, Risk Management, People Development, Organizational Leadership, Risk Management Framework, Organizational Development, Supplier Risk Management, Business Risk Management, Business Operations, Team Management, Leadership, Strategic Planning, Systems Thinking, Strategic Decision-Making, Planning
Skills you'll gain: Budget Management, Financial Data, Financial Forecasting, Management Reporting, Dashboard, Dashboard Creation, Budgeting, Predictive Modeling, Advanced Analytics, Forecasting, Power BI, Data Synthesis, Decision Intelligence, Generative AI, Tableau Software, Applied Machine Learning, Financial Modeling, Financial Analysis, Automation, Data Visualization
Skills you'll gain: Retail Store Operations, Retail Management, Merchandising, Product Assortment, Inventory and Warehousing, Inventory Management, Retail Sales, Operations Management, Inventory Control, Strategic Thinking, Revenue Management, Profit and Loss (P&L) Management, Supply Chain Management, Supply Chain, Operations, Business, Operational Efficiency, Analytics, Analysis, Decision Making
In summary, here are 10 of our most popular applied machine learning courses
- Particle Filters (and Navigation):Â University of Colorado System
- Mobile Marketing, Optimization Tactics, and Analytics:Â University of California, Irvine
- AI Agents: From Foundations to Applications:Â Board Infinity
- Introduction to AWS:Â LearnKartS
- Leadership and Team Management:Â SkillUp
- Stability and Capability in Quality Improvement:Â University of Colorado Boulder
- Current-Mode Control:Â University of Colorado Boulder
- Building Applications with DeepSeek:Â Board Infinity
- Experiencing Design: Deepening Your Design Thinking Practice:Â University of Virginia
- Agile Organisation: Strategies for Business Resilience:Â London Business School
