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: Musical Composition, Music, Computer Programming, Program Development, Programming Principles, Python Programming
Universidad de los Andes
Skills you'll gain: Responsible AI, LLM Application, Creativity
Amazon Web Services
Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Image Analysis, Real Time Data
Cisco Learning and Certifications
Skills you'll gain: Key Management, Data Security, Cryptography, Encryption, Information Systems Security, Cybersecurity, Network Security, Security Information and Event Management (SIEM), Application Security, Network Monitoring, Network Analysis, Intrusion Detection and Prevention, Event Monitoring, Continuous Monitoring, Incident Response
Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, PyTorch (Machine Learning Library), AI Security, MLOps (Machine Learning Operations), Tensorflow, Information Privacy, Model Deployment, Machine Learning, A/B Testing, Version Control, Performance Tuning
University of Maryland, College Park
Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Financial Modeling, Market Opportunities, New Business Development, Internal Auditing, Corporate Finance, Financial Statements, Business Strategy, Corporate Strategy, Business Planning, Corporate Accounting, Project Finance, Business Metrics, Finance
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Model Deployment, Data Warehousing, Data Lakes, Real Time Data, Data Preprocessing, Dashboard, Tensorflow, Cloud Engineering, Data Infrastructure, Apache Spark, Unstructured Data, Big Data, Extract, Transform, Load, Applied Machine Learning, Cloud Storage, PySpark, Data Processing
University of Colorado System
Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Data Storage, Computer Programming
Skills you'll gain: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI
University of Michigan
Skills you'll gain: C (Programming Language), Programming Principles, C++ (Programming Language), Algorithms, Data Structures, Other Programming Languages, System Programming
University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping
University of Amsterdam
Skills you'll gain: Laboratory Experience, Laboratory Techniques, User Feedback, Experimentation, Research
In summary, here are 10 of our most popular applied machine learning courses
- Compose and Program Music in Python using Earsketch:Â Coursera
- Fundamentos del uso de IA generativa:Â Universidad de los Andes
- AWS Generative AI Lab Series:Â Amazon Web Services
- Data Security:Â Cisco Learning and Certifications
- NVIDIA: LLM Experimentation, Deployment, and Ethical AI:Â Whizlabs
- Corporate Entrepreneurship: Innovating within Corporations:Â University of Maryland, College Park
- Data Engineer, Big Data and ML on Google Cloud auf Deutsch:Â Google Cloud
- Algorithms, Data Collection, and Starting to Code:Â University of Colorado System
- Intro to Model Context Protocol (MCP):Â Scrimba
- Programming in C:Â University of Michigan
