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.

Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Visualization, Data Analysis, Data Visualization Software, Data Science, Python Programming, Analysis, Software Installation, Data Manipulation, Scripting, Package and Software Management, Development Environment
★ 3.8 (10) · Mixed · Course · 1 - 3 Months

Codio
Skills you'll gain: Matplotlib, Statistical Methods, Statistical Hypothesis Testing, Plot (Graphics), Data Analysis, Statistical Analysis, Data Import/Export, Data Visualization, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Data Wrangling, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Scripting, Computational Logic
Mixed · Course · 1 - 3 Months

Skills you'll gain: Creative Thinking, Creativity, Innovation, Creative Problem-Solving, Conflict Management, Team Leadership, Team Performance Management, Collaboration, Organizational Leadership, Team Collaboration, Leadership, Organizational Structure, Organizational Strategy, Diversity and Inclusion, Diversity Awareness, Decision Making
Mixed · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Higher Education, Adult Education, Student-Centred Learning, Education and Training, Pedagogy, Entrepreneurship, Teaching, Sustainable Development, Student Support and Services, Curriculum Development, Training and Development, Problem Solving, Instructional Strategies, Student Engagement, Organizational Development, Business Development, Economic Development, Social Impact, Collaboration, Innovation
★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Non-Verbal Communication, Storytelling, Conflict Management, Interpersonal Communications, Driving engagement, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Empathy & Emotional Intelligence, Cultural Sensitivity, Ethical Standards And Conduct, Psychology, Vulnerability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, OpenAI API, LangChain, ChatGPT, OpenAI, Generative AI, Multimodal Prompts, LLM Application, AI powered creativity, Generative Model Architectures, Large Language Modeling, AI Workflows, Application Programming Interface (API), Application Development, Image Quality
Intermediate · Course · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kanban Principles, Workflow Management, Agile Software Development, Agile Project Management, Project Estimation, Agile Methodology, Estimation, Process Optimization, Backlogs, Agile Product Development, User Story, Process Improvement, Resource Utilization
★ 4 (7) · Beginner · Course · 1 - 3 Months

Snowflake
Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Model Context Protocol, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Data Integration, Model Evaluation, SQL, Unstructured Data
★ 4.3 (7) · Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Science, Data Strategy, Data Literacy, Data Management, Organizational Effectiveness, Project Design, Statistics, Machine Learning
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Deployment, Containerization, Application Deployment, MLOps (Machine Learning Operations), AI Orchestration, Docker (Software), Cloud Deployment, Kubernetes, AI Workflows, Model Training, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure
Intermediate · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Network Security, Virtual Private Networks (VPN), Microsoft Azure, Firewall, Network Engineering, Network Administration, Virtual Networking, Application Security, Remote Access Systems, Cloud Security, Identity and Access Management, Infrastructure Security, Web Applications, Load Balancing
Intermediate · Course · 1 - 4 Weeks