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
Google Cloud
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), CI/CD, Tensorflow, Data Pipelines, Model Deployment, Continuous Deployment, AI Orchestration, AI Workflows, Metadata Management, Model Training, PyTorch (Machine Learning Library)
Fred Hutchinson Cancer Center
Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Clinical Data Management, Data Ethics, Health Care Procedure and Regulation
Skills you'll gain: Feature Engineering, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Service Level, AI Orchestration, Data Store, Data Transformation, Change Control, Key Performance Indicators (KPIs)
Skills you'll gain: Game Design, Android Development, Unity Engine, Video Game Development, Animation and Game Design, Mobile Development, User Interface (UI), User Interface (UI) Design, C# (Programming Language), Animations
Skills you'll gain: Authentications, Hardening, DevSecOps, Key Management, Data Security, Cloud Security, Security Management, Security Controls, Encryption, Identity and Access Management, Server Administration, System Configuration, Data Storage, Database Management
Alberta Machine Intelligence Institute
Skills you'll gain: Generative AI, Generative Model Architectures, AI literacy, AI powered creativity, Case Studies, Artificial Intelligence, Responsible AI, Large Language Modeling
Universidad de los Andes
Skills you'll gain: Advocacy, Patient Advocacy, Community Organizing, digital literacy, Social Justice, Health Equity, Case Studies, Information Privacy, Personally Identifiable Information, Social Determinants Of Health, Digital Transformation, Law, Regulation, and Compliance, Medical Privacy, Health Technology, Data Security, Data Ethics, Safety and Security, Healthcare Ethics, Governance
Coursera
Skills you'll gain: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Case Studies, Data Literacy, Data Presentation, Data-Driven Decision-Making, Business Metrics, Stakeholder Communications, Report Writing, Performance Metric
Skills you'll gain: Vector Databases, Embeddings, AI Integrations, Generative AI, Artificial Intelligence, Data Storage, Databases, Retrieval-Augmented Generation, Scalability, Anomaly Detection, Unstructured Data, Data Transformation
Cisco Learning and Certifications
Skills you'll gain: Network Monitoring, Network Planning And Design
Skills you'll gain: Responsible AI, Data Ethics, Decision Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Data Modeling, Model Evaluation, Machine Learning Software, Artificial Intelligence, Software Visualization, Machine Learning
Skills you'll gain: AI Integrations, Responsible AI, Risk Management, Organizational Effectiveness, Operational Efficiency
In summary, here are 10 of our most popular applied machine learning courses
- ML Pipelines on Google Cloud - 日本語版: Google Cloud
- Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
- Orchestrate, Analyze, and Evaluate ML Pipelines: Coursera
- Advanced Game Development and Unity Basics: Packt
- HashiCorp Vault Foundations and Secrets Management: Packt
- Demystifying GenAI: Concepts and Applications: Alberta Machine Intelligence Institute
- Rights and Health in the Digital Age:Protection and Advocacy: Universidad de los Andes
- Read GA4 Traffic: Coursera
- Getting Started with Vector Databases and AI Embeddings: Packt
- Implementing BGP in a Service Provider Network: Cisco Learning and Certifications
