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: AI Integrations, Business Leadership, Decision Intelligence, Digital Transformation, Strategic Leadership, Business Strategy, Google Cloud Platform, Technology Strategies, Artificial Intelligence, Responsible AI, Culture Transformation, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Case Studies, Generative AI, Risk Management, Machine Learning
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Real Time Data, Containerization, Docker (Software), CI/CD, Model Training, Applied Machine Learning, Feature Engineering, Model Evaluation, Cloud Deployment, Model Optimization, Predictive Modeling, Web Scraping, Data Pipelines, Time Series Analysis and Forecasting, Exploratory Data Analysis, Spatial Data Analysis, Machine Learning, Continuous Monitoring
Skills you'll gain: Model Training, Application Development, Predictive Modeling, Model Optimization
Skills you'll gain: AI Personalization, Education Software and Technology, Driving engagement, Responsible AI, Learning Management Systems, Data-Driven Decision-Making, Prompt Engineering, Analytics, Data Ethics, Artificial Intelligence, Generative AI, Quality Assurance, Data Analysis, Analytical Skills
Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, LLM Application, Multimodal Prompts, Recurrent Neural Networks (RNNs), Text Mining, Embeddings, Generative AI, Deep Learning, Fine-tuning, Generative Model Architectures, Artificial Neural Networks, Machine Learning, Data Ethics
Arizona State University
Skills you'll gain: Generative AI, Classroom Management, Responsible AI, Differentiated Instruction, Education Software and Technology, AI Personalization, Lesson Planning, Data Ethics, AI Integrations, Digital pedagogy, Instructional and Curriculum Design, Technical Communication, Ethical Standards And Conduct, Automation, Communication Strategies, Strategic Communication, Critical Thinking
Lund University
Skills you'll gain: Prompt Engineering, AI literacy, Brainstorming, Personal Integrity, AI Integrations, Ethical Standards And Conduct, Digital pedagogy, Learning Strategies
Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, Real Time Data, Google Workspace
The University of Edinburgh
Skills you'll gain: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Environmental Issue, Community Development, Creative Thinking, Climate Change Programs, Cultural Responsiveness, Community Outreach, Climate Change Adaptation, Environmental Policy, Advocacy, Climate Change Mitigation, Education and Training, Diplomacy, Coordination
Skills you'll gain: Team Performance Management, Generative AI Agents, Gap Analysis, Management Training And Development, Workforce Development, People Development, Training Programs, Training and Development, AI Enablement, Employee Training, Talent Management, Team Management, Performance Analysis, Job Analysis, Needs Assessment
Skills you'll gain: C and C++, File I/O, Memory Management, Code Reusability, Computer Programming Tools
The Hong Kong University of Science and Technology
Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Back-End Web Development, Model View Controller, Javascript, PHP (Scripting Language), Application Programming Interface (API), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Real Time Data, Data Storage
In summary, here are 10 of our most popular applied machine learning courses
- AI Strategy for Business Leaders with ChatGPT, ML & DL:Â Packt
- Building Real-Time ML Systems: APIs, Models, and Deployment:Â Board Infinity
- Analyze and Build Deep Learning Models with TensorFlow:Â EDUCBA
- AI in Education: Adaptive Learning & Personalized Pathways:Â Coursera
- Foundations of LLMs and Deep Learning for Text Analysis:Â Packt
- AI-Powered K-12 Teaching and Learning:Â Arizona State University
- A student's guide to GenAI and learning:Â Lund University
- Enhance Student Learning with Interactive Lessons in Nearpod:Â Coursera
- Learning for a Sustainable Future: Live at COP29:Â The University of Edinburgh
- Unleash Team Potential: Assess Learning Needs Using GenAI:Â Google Cloud
