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: Video Production, Instructional Design, Digital pedagogy, Virtual Environment, User Interface and User Experience (UI/UX) Design, Virtual Reality, Teaching, User Experience Design, Education Software and Technology, User Centered Design, Student Engagement, Learning Styles, Human Centered Design, UI/UX Research, Online Advertising, Survey Creation
Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation
University of Colorado Boulder
Skills you'll gain: Education Software and Technology, Course Development, Digital pedagogy, Language Learning, AI Integrations
Politecnico di Milano
Skills you'll gain: Augmented and Virtual Reality (AR/VR), Digital pedagogy, Education Software and Technology, Augmented Reality, Virtual Environment, Virtual Reality, Innovation, Design Strategies, Emerging Technologies
Skills you'll gain: AI powered creativity, Animations, ChatGPT, Video Production, Photo/Video Production and Technology, Generative AI, Education Software and Technology, Content Creation, Blogs, AI literacy, Scripting, Media Production, Video Editing
Arizona State University
Skills you'll gain: Human Capital, Training and Development, HR Tech, Diversity and Inclusion, Employee Retention, Performance Management, AI Integrations, Emerging Technologies, Data Analysis
Skills you'll gain: CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Cloud Deployment, Containerization, Git (Version Control System), Infrastructure As A Service (IaaS), Development Environment, Secure Coding, Cloud Computing
University of Colorado Boulder
Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Design Reviews, Mathematics Education, Digital pedagogy, Simulations, Simulation and Simulation Software, Curriculum Planning, Diversity Equity and Inclusion Initiatives, Ideation, User Feedback, Experimentation, Research, Design Strategies, Interactive Design, Display Devices, Physics, Chemistry
The University of Edinburgh
Skills you'll gain: Discussion Facilitation, Environmental Issue, Climate Change Programs, Sustainable Development, Interactive Learning, Liberal Arts, Sustainability Standards, Environmental Policy, Community Development, Advocacy, Creativity, Education and Training, International Relations, Diplomacy
Skills you'll gain: Penetration Testing, Vulnerability Assessments, Network Protocols, Network Security, Network Analysis, Network Monitoring, Image Analysis, Virtual Machines, Virtualization and Virtual Machines, Virtual Environment, Open Source Technology, Malware Protection, Command-Line Interface, Software Installation, Linux, Microsoft Windows
Google Cloud
Skills you'll gain: Real Time Data, Scalability, Data Pipelines, Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning
Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing
In summary, here are 10 of our most popular applied machine learning courses
- Design for Learning: UX in Online Teaching:Â Packt
- Python - Complete Python, Django, Data Science and ML Guide:Â Packt
- Blended Language Learning in the Age of AI: Design and Practice for Teachers:Â University of Colorado Boulder
- Spaces and technologies for smart learning:Â Politecnico di Milano
- AI Video Avatars: Launch Your Automated Social Media Machine:Â Skillshare
- AI-Driven Learning Analytics for Workforce:Â Arizona State University
- Learning GitHub Actions for DevOps CI/CD:Â Packt
- Active Learning in STEM with PhET Interactive Simulations:Â University of Colorado Boulder
- Learning for a Sustainable Future: Live at COP28:Â The University of Edinburgh
- Digital Forensics for Pentesters - Hands-On Learning:Â Packt
