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.

Packt
Skills you'll gain: Data Import/Export, Cloud Technologies, Cloud Deployment, Cloud Platforms, Cloud Infrastructure, Data Storage Technologies, IT Automation, Automation, Database Management Systems
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Ansible, Application Deployment, Cloud Deployment, Devops Tools, IT Automation, Configuration Management, Infrastructure as Code (IaC), Application Servers, YAML, Package and Software Management, Web Servers, Cloud Infrastructure
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: User Feedback, Stakeholder Communications, Employee Surveys, Communication Planning, Project Management, Stakeholder Engagement, Performance Reporting, Project Design, Strategic Communication, Communication Strategies, Report Writing, Key Performance Indicators (KPIs), Process Improvement, Communication, Business Communication, Kanban Principles, Business Reporting, Project Planning, Content Performance Analysis, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Enterprise Application Management, Performance Tuning, Database Management, Java Programming, Object Oriented Design, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Splunk, Software Installation, Analytics, Event Monitoring, Data Processing, Network Monitoring, Data Transformation, Application Deployment, Operating System Administration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Predictive Modeling, Model Evaluation, Predictive Analytics, Classification And Regression Tree (CART), Statistical Modeling, Risk Modeling, Advanced Analytics, Decision Tree Learning, Data Analysis, R Programming, Model Training, Logistic Regression, Feature Engineering, Model Deployment, Data Import/Export, Data Mining, Data Validation, Exploratory Data Analysis, Data Persistence, Data Wrangling
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Feature Engineering, Google Cloud Platform, Model Training, AI Workflows, Data Store, Metadata Management, Data Processing, Data Modeling, Data Management, Data Quality, Data Storage
Intermediate · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: Cloud Security, Cloud Services, Cloud Standards, Cloud Technologies, Cloud Computing Architecture, Cloud Computing, Infrastructure Security, Cloud Infrastructure, Cloud Platforms, AWS Identity and Access Management (IAM), Incident Response, Hardening, Public Cloud, Infrastructure As A Service (IaaS), Cloud-Native Computing, ISO/IEC 27001, Virtual Machines, Identity and Access Management, Cloud Applications, Platform As A Service (PaaS)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Merchandise Displays, Business Requirements, Workflow Management, Code Review, Project Design, Blogs, E-Commerce, Front-End Web Development, Software Installation, Content Management Systems, System Configuration, Program Implementation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Animations, Computer Graphic Techniques, Model Optimization, Data Import/Export, Image Quality, Graphical Tools
Advanced · Course · 1 - 3 Months