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
H2O.ai
Skills you'll gain: LLM Application, Application Development, User Interface (UI), Development Environment, AI Integrations, Interactive Design, Cloud Deployment, Generative AI, Application Deployment, AI literacy, Cloud Development, Application Frameworks
Google Cloud
Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Generative Model Architectures, Google Cloud Platform, LLM Application, AI literacy, Unstructured Data, Data Ethics, Artificial Intelligence, AI Security, Machine Learning, Data Access
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: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Platforms, Hybrid Cloud Computing, Network Routing, Multi-Tenant Cloud Environments, Network Infrastructure, File Systems
Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Workflows, Model Deployment, Cloud Deployment, Tool Calling, Vector Databases
Duke University
Skills you'll gain: Code Reusability, Python Programming, Performance Tuning, Computer Programming
Skills you'll gain: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Management, Cloud Security, Star Schema, Performance Tuning, System Configuration, Transact-SQL, Data Modeling, Cloud Computing Architecture, Extract, Transform, Load, Data Security, Database Architecture and Administration, Apache Spark, Data Integration, Data Pipelines
Koç University
Skills you'll gain: Numerical Analysis, Calculus, Applied Mathematics, Integral Calculus, Mathematical Software, Mathematical Theory & Analysis, Derivatives
Skills you'll gain: Constructive Feedback, B2B Sales, Growth Mindedness, Consulting, AI literacy, Planning, Business Relationship Management, Professionalism, Strategic Decision-Making
Coursera
Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)
Google Cloud
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Training, Generative Model Architectures, Generative AI, Natural Language Processing, Machine Learning Methods
Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Security Management, Virtual Private Networks (VPN), Wide Area Networks, Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Cloud Solutions
In summary, here are 10 of our most popular applied machine learning courses
- H2O Wave Starter Course:Â H2O.ai
- AI Generatif: Memahami Konsep Dasar:Â Google Cloud
- Data Management and Sharing for NIH Proposals:Â Fred Hutchinson Cancer Center
- Advanced AWS Infrastructure & Cost Management:Â Packt
- Build Real world End-to-End AI Agents using AWS Bedrock:Â Packt
- Python Decorator Functions:Â Duke University
- Azure SQL Data Warehouse Synapse Analytics Service:Â Packt
- KALKÜLÜS III: UYGULAMALAR / CALCULUS III: APPLICATIONS: Koç University
- Career Transition Strategies - Moving into a New Industry:Â Packt
- Tune HNSW:Â Coursera
