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
Skills you'll gain: Embedded Systems, Embedded Software, Automation Engineering, Robotics, Control Systems, Machine Controls, Electronic Systems, Industrial Engineering, Internet Of Things, Automation, Vibrations, Electronic Hardware, C (Programming Language), Power Electronics, Peripheral Devices, Electronics, Wireless Networks, Medical Equipment and Technology, Medical Devices, Electric Power Systems
The Hong Kong University of Science and Technology
Skills you'll gain: Cryptography, Algorithms, Encryption, Theoretical Computer Science, Combinatorics, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Key Management, Applied Mathematics
Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Conversion Funnel Analysis, Analytics, Google Ads, Data Processing, Campaign Management, Marketing Effectiveness, Dashboard, Event Monitoring, Real Time Data, Data Collection, Goal Setting
Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling
Skills you'll gain: Image Analysis, Model Training, Data Cleansing, Model Optimization, Quality Assurance, Fine-tuning, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Integrity, AI Workflows, Data Pipelines
Technical University of Munich (TUM)
Skills you'll gain: Lean Manufacturing, Quality Improvement, Production Schedule, Production Process, Kaizen Methodology, Quality Management, Production Management, Production Line, Manufacturing Operations, Continuous Improvement Process, Product Quality (QA/QC), Lean Methodologies, Lean Six Sigma, Process Improvement, Scheduling, Quality Control, Operational Efficiency, Process Analysis, Kanban Principles, Workflow Management
Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Design Software, Software Installation, Fine-tuning
University of Colorado Boulder
Skills you'll gain: Penetration Testing, Network Security, Network Monitoring, Exploitation techniques, Cybersecurity, Vulnerability Scanning, Cryptographic Protocols, Remote Access Systems, Network Protocols, Encryption, General Networking, Command-Line Interface, Network Analysis, Proxy Servers
AI Business School
Skills you'll gain: Agentic Workflows, Agentic systems, AI Workflows, No-Code Development, Productivity, AI Enablement, Marketing Automation, Generative AI Agents, MarTech, Digital Transformation, Marketing, Artificial Intelligence, Decision Intelligence, Business Process Automation, AI Integrations, Automation, Business Technologies, Innovation
Skills you'll gain: Microsoft Azure, Role-Based Access Control (RBAC), Azure Active Directory, Cloud Management, Authorization (Computing), Authentications, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Solutions, Cloud Security, Single Sign-On (SSO), Kubernetes, Encryption, Data Security, Data Integration
Skills you'll gain: Portfolio Risk, Risk Analysis, Risk Modeling, Statistical Modeling, Financial Modeling, Risk Management, Derivatives, Risk Management Framework, Financial Market, Statistical Methods, Statistical Analysis, Probability, Mathematical Modeling, Regression Analysis, Probability Distribution
Skills you'll gain: File I/O, Plot (Graphics), Pandas (Python Package), Data Persistence, NumPy, Scripting, Object Oriented Programming (OOP), Python Programming, Query Languages, Databases, Object Oriented Design, Data Import/Export, Data Access, File Management
In summary, here are 10 of our most popular applied machine learning courses
- VLSI chip design with CPS for Industrial Applications:Â L&T EduTech
- Discrete Math for Computer Science - Algorithms & Recursion:Â The Hong Kong University of Science and Technology
- Web Analytics with Google Analytics Tools:Â EDUCBA
- Transform Audio: Extract Features & Augment Models:Â Coursera
- Annotate and Analyze Objects for Vision:Â Coursera
- Advanced Lean Production & Continuous Improvement:Â Technical University of Munich (TUM)
- Apply SketchUp Plugins to Build 3D Architectural Models:Â EDUCBA
- Security & Ethical Hacking: Attacking the Network:Â University of Colorado Boulder
- AI agents and creator tools for marketing professionals:Â AI Business School
- Authorization and Managing Identity in Azure:Â SkillUp
