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
Status: PreviewUniversity of Houston
Skills you'll gain: Collaborative Software, Digital pedagogy, Education Software and Technology, Collaboration, Teaching, digital literacy, Communication, Technology Strategies, Web Applications, Content Management, Digital Communications
Skills you'll gain: Tensorflow, Transfer Learning, Image Analysis, Keras (Neural Network Library), Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning
Status: Free TrialMicrosoft
Skills you'll gain: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
Skills you'll gain: Education Software and Technology, Digital pedagogy, Real Time Data, Google Workspace
Status: Free TrialUniversidades Anáhuac
Skills you'll gain: Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Artificial Intelligence, Model Evaluation, Python Programming
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Education Software and Technology, Differentiated Instruction, Diversity Awareness, Cultural Diversity, Cultural Responsiveness, Blended Learning, Special Education, Pedagogy, Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice
Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Convolutional Neural Networks, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation
Status: NewSkills you'll gain: Scripting, Email Automation, Google Workspace, Google Sheets, Automation, Spreadsheet Software, Gmail, Javascript, Hypertext Markup Language (HTML), Web Applications, Application Design, Application Development, Application Programming Interface (API)
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Server Side, Restful API, Ajax, Node.JS, Web Applications, Web Servers, Web Development, Model View Controller, Javascript, JavaScript Frameworks, PHP (Scripting Language), Authentications, JSON, Hypertext Markup Language (HTML), Software Architecture, Application Development, Real Time Data, Data Storage
Status: Free TrialSkills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: HTML and CSS, jQuery, Web Design and Development, Javascript, Web Development, Animations, Front-End Web Development, Web Applications, Event-Driven Programming, Debugging
Status: NewSkills you'll gain: File I/O, Data Validation
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Powerful Tools for Teaching and Learning: Web 2.0 Tools:Â University of Houston
- Classify Images of Cats and Dogs using Transfer Learning:Â Google Cloud
- Microsoft AI & ML Engineering:Â Microsoft
- Enhance Student Learning with Interactive Lessons in Nearpod:Â Coursera
- Deep Learning: Del Concepto a la Práctica: Universidades Anáhuac
- Negotiating Learner Differences: Towards Productive Diversity in Learning:Â University of Illinois Urbana-Champaign
- Deep Learning - Computer Vision for Beginners Using PyTorch:Â Packt
- Learning Google Apps Script - Automate Google Apps:Â Packt
- Learning Server-side Programming through Game Development:Â The Hong Kong University of Science and Technology
- Natural Language Processing - Deep Learning Models in Python:Â Packt
