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
Edureka
Skills you'll gain: Systems Development, Database Application, Web Applications, Scrum (Software Development)
Skills you'll gain: Growth Mindedness, Organizational Development, Willingness To Learn, AI Enablement, Lifelong Learning, Personal Development, Self-Awareness, Leadership Development, Mindfulness
Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies
Simplilearn
Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, Prompt Engineering, AI Workflows, Model Evaluation
AI CERTs
Skills you'll gain: Blockchain, Law, Regulation, and Compliance, Regulatory Compliance, Technology Strategies, Business Strategies, Business Transformation, Financial Regulation, FinTech, Leadership, Payment Systems, Strategic Leadership, Digital Assets, Emerging Technologies, Software Development, Cryptography, Cryptographic Protocols, Distributed Computing, Business Analysis, Encryption, Market Dynamics
Skills you'll gain: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration
Skills you'll gain: Rust (Programming Language), Command-Line Interface, Package and Software Management, Programming Principles, Secure Coding, Software Development, Computer Programming, Debugging
University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Digital Advertising, Marketing Effectiveness, A/B Testing, MarTech, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Customer experience improvement
Skills you'll gain: Amazon Bedrock, Model Evaluation, Data Preprocessing
Board Infinity
Skills you'll gain: Containerization, Docker (Software), Application Deployment, Cloud Platforms, Cloud Deployment, Cloud Applications, Kubernetes, Amazon Web Services, Cloud Computing, Development Environment, Continuous Deployment, CI/CD, Continuous Integration, DevOps, Scalability
Universidad Nacional Autónoma de México
Skills you'll gain: Disabilities, Student Support and Services, Special Education, Education and Training, Higher Education, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Academic Advising, Student Engagement, Pedagogy, Learning Styles, Curriculum Development
LearnQuest
Skills you'll gain: Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Business Transformation, Cloud Deployment, Initiative and Leadership, Application Deployment, AI Product Strategy, Digital Transformation, Continuous Monitoring, Agentic systems, Compliance Management, Stakeholder Communications, Regulatory Compliance, Dashboard, CI/CD, Data Pipelines
In summary, here are 10 of our most popular applied machine learning courses
- Building with Retool AI:Â Edureka
- Embracing a Skills-First Mindset:Â Packt
- Master Performance Optimization and Utilities in Teradata:Â Board Infinity
- Gen AI Using Hugging Face Training:Â Simplilearn
- Bitcoin for Leaders:Â AI CERTs
- Azure SQL Data Warehouse Synapse Analytics Service:Â Packt
- Fundamentals with Rust: Build a CLI Distance Calculator:Â Coursera
- Digital Marketing 2:Â University of Maryland, College Park
- AI Ecosystem for the Absolute Beginners - Hands-On:Â Packt
- Scalable Deployment and DevOps for Web Development:Â Board Infinity
