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: Scope Management, Project Scoping, Stakeholder Management, Project Management, Agile Project Management, Stakeholder Engagement, Expectation Management, Project Estimation, Stakeholder Communications, Conflict Management, Resource Management, Team Leadership, Verbal Communication Skills, Team Performance Management, Resource Allocation, Communication, Discussion Facilitation, Cost Estimation, Project Planning, Team Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Context Protocol, AI Orchestration, AI Integrations, AI Workflows, Tool Calling, OpenAI API, Prompt Engineering, Anthropic Claude, Agentic Workflows, OpenAI, Identity and Access Management, AI Security, Automation, Automation Engineering, Generative AI Agents, Generative AI, Application Programming Interface (API), No-Code Development, Webhook Security, Large Language Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Analysis, Web Analytics, Marketing Analytics, Web Analytics and SEO, Campaign Management, Digital Marketing Campaigns, Digital Marketing, Business Analytics, Campaign Planning, Digital Marketing Tools, Performance Analysis, User Research, Marketing Strategies, Data Analysis, Analysis, Digital Brand Strategy, Market Analysis, Marketing Planning, Marketing Strategy and Techniques, Data Validation
Intermediate · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Secure Coding, Amazon Web Services, Authentications, Data Security, Cloud Security, Encryption, Public Key Infrastructure, Key Management, Application Security, Authorization (Computing), Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Scripting, Linux, Scripting Languages, Unix, Command-Line Interface, OS Process Management, Computational Logic, File I/O, Programming Principles, Debugging
Beginner · Course · 1 - 3 Months

Skills you'll gain: Containerization, Kubernetes, Cloud Computing Architecture, Microservices, Application Deployment, Amazon Redshift, Cloud Deployment, Cloud Infrastructure, Software Architecture, Systems Architecture
Advanced · Course · 1 - 3 Months

Skills you'll gain: Robotic Process Automation, Test Automation, Business Process Automation, Automation, Computer Vision, Debugging, Development Testing, Image Analysis, Data Mapping, User Interface (UI), Data Import/Export, AI Enablement, Application Frameworks, Event-Driven Programming, Transaction Processing
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Process Improvement and Optimization, Dashboard, Process Optimization, Power BI, Stakeholder Communications, Dashboard Creation, Management Reporting, Financial Data, Financial Analysis, Process Analysis, Process Improvement, Financial Acumen, Stakeholder Engagement, Business Metrics, Data Presentation, Business Reporting, Presentations, Data-Driven Decision-Making, Performance Reporting, Business Intelligence Software
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Data Store, Databases, Descriptive Analytics, Data Persistence, Data Analysis, Graphical Tools
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Maintenance, Operating System Administration, Linux Commands, iSCSI Configuration, Network Support, File Management, System Software, Software Installation, Encryption, Data Loss Prevention
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Web Scraping, Rmarkdown, Leaflet (Software), Spatial Data Analysis, Cloud Storage, Geospatial Mapping, Interactive Data Visualization, Geospatial Information and Technology, Geographic Information Systems, Data Storage, Microsoft Azure, Data Collection, R Programming, Data Ethics, R (Software), AI Workflows, Statistical Reporting, Cloud Management, Data Wrangling, Data Analysis
Beginner · Course · 1 - 3 Months