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
University of Colorado Boulder
Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Peer Review, Design Reviews, Interactive Design, User Interface (UI), Interaction Design, Usability, Software Design Patterns, Technical Design, Experience Design, Usability Testing, Technical Documentation, Design Strategies, Technical Writing, Simulations
Skills you'll gain: Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Hosting, Front-End Web Development, React.js, Javascript, Web Development Tools, Full-Stack Web Development, Web Applications, Cloud Security, Hypertext Markup Language (HTML)
Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy
Skills you'll gain: Virtual Machines, Microsoft Azure, Cloud Infrastructure, Cloud Computing, Network Security, Virtual Networking, Web Servers, Network Administration, Remote Access Systems, Ubuntu, Application Deployment
University of Colorado Boulder
Skills you'll gain: Teaching, Social Justice, Emotional Intelligence, Social Skills, Empathy, Self-Awareness, Higher Education, Behavior Management, Classroom Management, Cultural Responsiveness, Curriculum Planning, School Psychology, Empowerment, Personal Development, Childhood Education and Development, Program Evaluation, Advocacy, Professional Development, Growth Mindedness, Mindfulness
University of Glasgow
Skills you'll gain: Autoencoders, Model Evaluation, Deep Learning, Healthcare 5.0, Recurrent Neural Networks (RNNs), Applied Machine Learning, Time Series Analysis and Forecasting, Machine Learning, Convolutional Neural Networks, Responsible AI, Electocardiography, Artificial Neural Networks
University of Colorado Boulder
Skills you'll gain: Instructional Strategies, Teaching, Prompt Engineering, Education Software and Technology, Mathematics Education, Pedagogy, Simulations, Digital pedagogy, Simulation and Simulation Software, Web Content Accessibility Guidelines, User Feedback, Experimentation, Research, Peer Review, Design Strategies, Interactive Design, Display Devices, Physics, Biology, Chemistry
Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Embeddings, Deep Learning, Image Analysis, Computer Vision, Natural Language Processing, Data Preprocessing
Macquarie University
Skills you'll gain: Educational Materials, Instructional Design, Multimedia, Videography, Presentations, Visual Design, Graphic Design, Creative Design, Learning Strategies, Electronic Media, Communication Strategies
University of Houston
Skills you'll gain: Storyboarding, Storytelling, Digital pedagogy, Content Creation, Video Editing, Multimedia, Photo Editing, Scripting, Peer Review, Music
Skills you'll gain: Animations, ChatGPT, Generative AI, Education Software and Technology, AI Personalization, Prompt Engineering, AI Product Strategy, Scripting, AI Workflows, Storyboarding
Commonwealth Education Trust
Skills you'll gain: Teaching, Professional Development, Lifelong Learning, Ethical Standards And Conduct, Professionalism, Personal Development, Willingness To Learn, Collaboration, Self-Awareness, Accountability, Leadership
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Description Design for Interactive Learning Resources:Â University of Colorado Boulder
- ReactJS Development and Project-Based Learning:Â Packt
- Deep Learning RNN & LSTM: Stock Price Prediction:Â EDUCBA
- Azure: Create a Virtual Machine and Deploy a Web Server:Â Coursera
- The Teacher and Social and Emotional Learning (SEL):Â University of Colorado Boulder
- Explainable deep learning models for healthcare - CDSS 3:Â University of Glasgow
- Active Learning in STEM with PhET Interactive Simulations:Â University of Colorado Boulder
- Deep Learning: Convolutional Neural Networks with TensorFlow:Â Packt
- Create video, audio and infographics for online learning :Â Macquarie University
- Powerful Tools for Teaching and Learning: Digital Storytelling:Â University of Houston
