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
DeepLearning.AI
Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning
Johns Hopkins University
Skills you'll gain: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Risk Modeling, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis, Statistics
Khalifa University
Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Sales Management, AI Enablement, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Artificial Intelligence, Data Integration, Network Analysis, User Feedback, Technology Roadmaps, Change Management
Microsoft
Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, AI Security, API Testing, Microsoft Power Automate/Flow, System Testing, Azure DevOps, Test Script Development, Context Management, Health Informatics, Performance Testing, Functional Testing, Business Logic
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Deployment, Data Transformation, Deep Learning, Artificial Neural Networks, Application Programming Interface (API)
University of California San Diego
Skills you'll gain: Java, Pedagogy, Debugging, Object Oriented Programming (OOP), Computer Programming, Computational Thinking, Cultural Responsiveness, Digital pedagogy
Johns Hopkins University
Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Public Policies, Diversity Awareness, Data Ethics, Machine Learning
Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Interactive Data Visualization, Data Presentation, LLM Application, Data Wrangling, Data-Driven Decision-Making, Real Time Data, Prompt Engineering
University of California, Irvine
Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Productivity, Team Performance Management, Leadership, Meeting Facilitation, Employee Engagement, Collaboration, Leadership Development, Business Correspondence, People Management, Time Management, Communication, Business Writing, Communication Strategies
University of Colorado Boulder
Skills you'll gain: Cultural Diversity, Community Development, Culture, Digital Publishing, Content Creation, Analysis, Media and Communications, Storytelling, Critical Thinking, Creativity, Communication
Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
Skills you'll gain: Sales Development, Customer Engagement, Responsible AI, Lead Generation, Sales Enablement, Generative AI Agents, Sales Management, Customer experience improvement, Sales Prospecting, Productivity Software, Sales, Data Ethics
In summary, here are 10 of our most popular applied machine learning courses
- Quantization Fundamentals with Hugging Face:Â DeepLearning.AI
- Infectious Disease Modeling in Practice:Â Johns Hopkins University
- AI for Executives: AI for Customer Relationship Management:Â Khalifa University
- Building intelligent agent workflows:Â Microsoft
- Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud
- Learn to Teach Java: Inheritance and Recursion:Â University of California San Diego
- Exploring Algorithmic Bias as a Policy Issue: A Teach-Out:Â Johns Hopkins University
- Generative AI for Data Visualization and Data Storytelling:Â Coursera
- Productivity in Remote Work:Â University of California, Irvine
- Comic Books, Geek Culture, and the Fandom Imaginary:Â University of Colorado Boulder
