Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Responsible AI, Generative AI, Data Pipelines, Data Modeling, Data Transformation, SQL
Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Graphics Software, Video Game Development, Linear Algebra
Google Cloud
Skills you'll gain: Gemini, Google Gemini, Generative AI, Predictive Modeling, Google Cloud Platform, Big Data, Artificial Intelligence and Machine Learning (AI/ML), SQL, Query Languages, Python Programming, Customer Relationship Management (CRM) Software, Customer Relationship Management, Data Processing
Skills you'll gain: Consolidation, International Financial Reporting Standards, Franchising, Financial Reporting, Case Studies, Decision Making, Financial Accounting, Technical Accounting, Financial Statements
Pragmatic AI Labs
Skills you'll gain: Retrieval-Augmented Generation, Rust (Programming Language), Code Coverage, grep, Generative AI, Data Pipelines, Embeddings, Program Development, Large Language Modeling, GitHub, Natural Language Processing, Vector Databases, Query Languages, Applied Machine Learning, Software Engineering
Skills you'll gain: Ajax, Responsive Web Design, Cascading Style Sheets (CSS), jQuery, HTML and CSS, Hypertext Markup Language (HTML), Javascript and jQuery, Application Deployment, Web Design, Web Design and Development, Web Development, Semantic Web, Web Applications, UI Components, Front-End Web Development, Javascript, Data Validation, Payment Systems, Data Persistence
Skills you'll gain: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic and Visual Design, Color Matching, Graphic Design, Design, Graphic and Visual Design Software, Adobe Creative Cloud, Design Elements And Principles, Document Management, Digital Publishing
Tinder
Skills you'll gain: Informed Consent, Assertiveness, Relationship Building, Ethical Standards And Conduct, Communication, Empathy, Interpersonal Communications, Recognizing Others, Non-Verbal Communication, Verbal Communication Skills, Safety and Security
Duke University
Skills you'll gain: Return On Investment, Entrepreneurship, Social Impact, Capital Budgeting, Entrepreneurial Finance, Investment Management, Investments, Due Diligence, Fundraising, Business Metrics, Key Performance Indicators (KPIs), Performance Measurement, Growth Strategies, Capital Markets, Finance, Business Development, Financial Management, Stakeholder Communications, Business Strategy, Business Management
Skills you'll gain: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Application Programming Interface (API), Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
Skills you'll gain: Query Languages, Business Intelligence, Database Management, Analytics, Transaction Processing, Software Installation
Skills you'll gain: Anthropic Claude, Application Programming Interface (API), LLM Application, JSON, AI Integrations, Generative AI Agents, Agentic systems, Scripting, Token Optimization, Artificial Intelligence, Automation, Development Environment
In summary, here are 10 of our most popular applied machine learning courses
- GenAI for Data Engineers: Scaling with GenAI: Coursera
- 3D Graphics with DirectX: Apply & Integrate: EDUCBA
- Work with Gemini Models in BigQuery: Google Cloud
- Control Assessment and Financial Consolidation: EDUCBA
- RAG From Zero: Pragmatic AI Labs
- Build and Deploy an eCommerce Shop with jQuery, HTML & CSS: EDUCBA
- Adobe InDesign Masterclass: Packt
- Let's Talk Consent: Tinder
- Creating an Impact Investment Ask: Duke University
- End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps: Coursera
