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
Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistics, Statistical Inference, Probability, R Programming
Arizona State University
Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, 3D Modeling, Manufacturing Operations, Equipment Design, Experimentation, Computer-Aided Design, Process Analysis, Quantitative Research
Match Teacher Residency
Skills you'll gain: Growth Mindedness, Constructive Feedback, Train The Trainer, Education and Training, Coaching, Optimism, Teaching, Pedagogy, Lifelong Learning, Instructional Strategies, Classroom Management, Open Mindset, Verbal Communication Skills, Goal Setting, Planning
Amazon Web Services
Skills you'll gain: Model Context Protocol, Amazon Bedrock, Model Deployment, Generative AI Agents, AI Orchestration, AI Workflows, AI Enablement
Skills you'll gain: LangChain, LLM Application, Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Hugging Face, AI Workflows, Context Management, Generative AI Agents, Vector Databases, Prompt Engineering, Semantic Web
Skills you'll gain: Microsoft Azure, Role-Based Access Control (RBAC), Azure Active Directory, Authorization (Computing), Authentications, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Security, Single Sign-On (SSO), Kubernetes, Encryption, Data Security
Skills you'll gain: Point of Sale, Shipping and Receiving, Process Optimization
Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Computer Programming
Starweaver
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
Skills you'll gain: Operations Management, Team Motivation, Rapport Building, Strategic Leadership, Governance, Employee Engagement, Expectation Management, Influencing
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LangChain, JavaScript Frameworks, LLM Application, Node.JS, Prompt Engineering, AI Orchestration, Python Programming
Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration, Data Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Probability and Statistical Methods: Johns Hopkins University
- Material Extrusion: Arizona State University
- Учительський коучинг: сприяння розвитку сталих змін: Match Teacher Residency
- Building AI Agents with Amazon Bedrock AgentCore: Amazon Web Services
- LangChain Course for LLM Application Development: Simplilearn
- Authorization and Managing Identity in Azure: SkillUp
- Engage Customers With an Online Store: Google
- Data Structures and Algorithms (II): Tsinghua University
- GenAI Foundations and Prompt Engineering : Starweaver
- Leadership & Management: Packt
