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.

HubSpot Academy
Skills you'll gain: HubSpot CRM, Lead Generation, Sales Management, Sales Pipelines, Sales Process, Email Marketing, Customer Relationship Management (CRM) Software, Marketing Automation, Workflow Management, Prioritization, Performance Reporting, Process Mapping, Dashboard, Service Level Agreement, Key Performance Indicators (KPIs)
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Applied Machine Learning, Google Cloud Platform, Image Analysis, Cloud Deployment, Unsupervised Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: System Monitoring, Microsoft Azure, Query Languages, Application Performance Management, Cloud Management, Continuous Monitoring, Real Time Data, Interactive Data Visualization, Virtual Machines, Scalability, Resource Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Scripting, Scripting Languages, Python Programming, Computer Programming Tools, Devops Tools, Data Structures, Programming Principles, Program Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Processing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Data Warehousing, MLOps (Machine Learning Operations), Data Visualization, Model Deployment, Data Quality, Cloud Engineering, Scalability, Data Storage, Cloud Security, Machine Learning, SQL
Advanced · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development
Intermediate · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Verbal Communication Skills, Dealing With Ambiguity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Backlogs, Product Roadmaps, Sprint Planning, Agile Product Development, Product Management, Product Strategy, Product Planning, Product Requirements, User Story, Prioritization, Stakeholder Communications
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Management, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Digital Transformation, Containerization, Application Programming Interface (API), Google Cloud Platform, Cloud Infrastructure, Data Governance, Hybrid Cloud Computing, Cloud Storage, Real Time Data, Cloud Services, Site Reliability Engineering, Looker (Software), Data Storage, Data Security, Cloud Computing
Beginner · Specialization · 3 - 6 Months

Dartmouth College
Skills you'll gain: Business Ethics, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Data-Driven Decision-Making, Feature Engineering, Regression Analysis, Supervised Learning, Python Programming, Cloud Computing, Data Quality, Classification Algorithms, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Windows Servers, Hyper-V, Containerization, Kubernetes, Docker (Software), Virtualization, Virtual Machines, Server Administration, Hybrid Cloud Computing, Microsoft Azure, Infrastructure As A Service (IaaS), Windows PowerShell, Systems Administration, Configuration Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Content Creation, Hugging Face
Beginner · Course · 1 - 3 Months