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.

Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Multimodal Prompts, Model Training, Applied Machine Learning, Google Cloud Platform, Cloud Deployment, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Science, Data Literacy, Project Design, Data Strategy, Data Management, Business Analytics, Performance Metric, Descriptive Statistics, Machine Learning, Statistical Inference
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Package and Software Management, Platform As A Service (PaaS), Development Environment, Cloud Hosting, Virtual Environment, Dependency Analysis, Python Programming, Build Tools, Application Deployment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, AI Product Strategy, Generative AI Agents, LangGraph, BeeAI, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Data Preprocessing, Supervised Learning, ChatGPT, Agentic Workflows, Applied Machine Learning, Product Management, Artificial Intelligence, Python Programming, Model Evaluation, Agentic systems, Model Deployment, Regression Analysis
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Responsible AI, Data Ethics, Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy
Beginner · Course · 1 - 4 Weeks

Indian Institute for Human Settlements
Skills you'll gain: Social Justice, Community Organizing, Public Policies, Community Development, Economics, Policy, and Social Studies, Sustainable Development, Community and Social Work, Social Impact, Policy Analysis, Socioeconomics, Advocacy, Land Management, Economics, Case Studies
Beginner · Course · 1 - 3 Months

Universidad Peruana de Ciencias Aplicadas
Skills you'll gain: Design Thinking, Business Modeling, Social Impact, Needs Assessment, Human Centered Design, Ideation, Sustainable Business, Innovation, Professional Networking, Growth Mindedness, Entrepreneurship, Lifelong Learning, Self-Motivation, Community Development, Self-Awareness, Sustainable Development, Social Justice, Professional Development, Plan Execution, Relationship Building
Beginner · Course · 1 - 3 Months

Skills you'll gain: Employee Engagement, Drive Engagement, Conflict Management, Employee Relations, Labor Relations, Management Training And Development, Staff Management, Team Leadership, Team Performance Management, Labor Law, Human Resources, Team Collaboration, Communication, Labor Compliance, Communication Strategies, Active Listening, Constructive Feedback
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, Token Optimization, Fine-tuning, Generative AI, AI literacy
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Text Mining, Large Language Modeling, Hugging Face, Natural Language Processing, Data Processing, LLM Application, Generative AI, Data Preprocessing, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning
Beginner · Course · 1 - 3 Months