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.

Coursera
Skills you'll gain: DeepSeek API, Deepseek, LangChain, Generative AI, LLM Application, AI Workflows, AI Integrations, Software Development Tools, Automation, Application Deployment, Cross Platform Development, Systems Integration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Command-Line Interface, Google Cloud Platform, Cloud Management, Linux Commands, Cloud Storage, Red Hat Enterprise Linux, Virtual Machines, Software Installation
Beginner · Project · Less Than 2 Hours

Pragmatic AI Labs
Skills you'll gain: Computational Logic, Verification And Validation, Rust (Programming Language), Mathematical Modeling, Design Specifications, White-Box Testing, Mathematical Software, Secure Coding, Applied Machine Learning, Programming Principles, Test Tools, Theoretical Computer Science, Scientific Methods, YAML
Advanced · Course · 1 - 3 Months

Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Penetration Testing, Brute-force attacks, Cyber Security Assessment, Exploitation techniques, Cyber Security Policies, Hardening, Encryption, Network Security, Security Testing, Cybersecurity, Application Security, Security Strategy, Data Storage, Vulnerability Assessments, Wireless Networks, Data Ethics, Authentications, Cryptography, Data Security, Cyber Attacks
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Full-Stack Web Development, Flask (Web Framework), Web Applications, Real Time Data, Web Development, Restful API, Application Programming Interface (API), Frontend Integration, Back-End Web Development, API Design, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Full-Stack Web Development, Jest (JavaScript Testing Framework), Application Deployment, Frontend Integration, Web Development Tools, Cloud Deployment, Unit Testing, Data Structures, Server Side, Back-End Web Development, Restful API, Frontend Performance, Application Programming Interface (API), Development Environment, Javascript, Build Tools, Middleware, Front-End Web Development
Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Object Oriented Programming (OOP), Software Development Life Cycle, Software Development, Software Engineering, Maintainability, Systems Architecture, Program Development, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming, User Interface (UI), Distributed Computing
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Lead Generation, Customer Relationship Management, Sales Development, Customer Data Management, Return On Investment, Salesforce, Data Management, Data Entry, Data Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Large Language Modeling, Generative AI, Application Deployment, AI Workflows, AI Personalization, AI Integrations, Application Development, Software Architecture, AI literacy, Software Development Tools, Software Installation
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Code Reusability, Python Programming, Performance Tuning, Computer Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Content Performance Analysis, Facebook, Social Media Analytics, Content Optimization, Social Media Content, Social Media, Social Media Marketing, Social Media Management, Content Strategy, Data-Driven Marketing, Instagram, Analytics, Key Performance Indicators (KPIs), Business Metrics, Social Media Strategy, Scalability, Web Presence, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies
Beginner · Course · 1 - 4 Weeks