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.

Skills you'll gain: Azure Active Directory, Authentications, Microsoft Azure, Authorization (Computing), Network Security, Virtual Private Networks (VPN), Identity and Access Management, Firewall, Active Directory, Cloud Security, Network Engineering, User Provisioning, Network Administration, Infrastructure Security, IT Security Architecture, Security Management, Role-Based Access Control (RBAC), Security Controls, Virtual Networking, Kubernetes
★ 4.4 (28) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Shell Script, Unix Shell, File Management, User Accounts, Operating System Administration, Unix, Package and Software Management, Systems Administration, File Systems, TCP/IP, Data Maintenance, User Provisioning, Unix Commands, Midrange Computer, System Monitoring, Scripting, Disaster Recovery, System Software, System Configuration, Data Centers
★ 4.6 (30) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning
Advanced · Course · 1 - 4 Weeks

Empower School of Health
Skills you'll gain: Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Responsible AI, Law, Regulation, and Compliance, Emerging Technologies, Health Informatics, Digital Transformation, Health Information Management, Health Systems, Health Disparities, Health Care Procedure and Regulation, Health Equity, Information Privacy, Blockchain, Cloud Storage, Robotic Process Automation, Artificial Intelligence and Machine Learning (AI/ML)
★ 3.9 (19) · Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Interactive Data Visualization, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines
★ 4.6 (92) · Beginner · Guided Project · Less Than 2 Hours

LearnKartS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Amazon Elastic Compute Cloud, Cloud Computing Architecture, Infrastructure Architecture, Cloud Computing, Cloud Hosting, Cloud Solutions, Cloud Services, Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Storage, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Network Security, Resource Management, Cost Management
★ 4.5 (36) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Consolidation, Intercompany Accounting, Corporate Accounting, Financial Reporting, Technical Accounting, Financial Accounting, Mergers & Acquisitions, Business Valuation, Financial Statement Analysis, Financial Statements, Tax Management, Income Statement, Equities
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Exploratory Data Analysis, Analysis, OpenAI, ChatGPT, Data Analysis, Analytics, Data-Driven Decision-Making, E-Commerce, Data Manipulation, Python Programming
★ 4.5 (11) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
★ 3.3 (9) · Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Enablement, Organizational Change, Business Transformation, Stakeholder Communications, Culture Transformation, Communication, Employee Training, Workforce Development, Stakeholder Engagement, AI Integrations, Employee Engagement, Change Management, Customer Engagement
★ 4.9 (48) · Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Prompt Engineering, Content Optimization, Writing and Editing, AI Workflows, Content Creation, Business Writing, Blogs, Web Content, Productivity, AI Personalization, Writing, Generative AI Agents, AI Enablement, Artificial Intelligence, Content Strategy, Proofreading, Artificial Intelligence and Machine Learning (AI/ML), Editing
Intermediate · Course · 1 - 3 Months