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
Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Systems, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
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
Skills you'll gain: Enterprise Application Management, Performance Tuning, Database Management, Java Programming, Object Oriented Design, Data Integrity
Skills you'll gain: AI Security, Responsible AI, Cloud Security, Google Cloud Platform, Federated Learning, Generative AI, Information Privacy, Application Security, Data Ethics, Data Security, Model Training
Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Open Source Technology, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy
Skills you'll gain: Splunk, Data Maintenance, Configuration Management, System Configuration, Data Management, Information Management, Records Management, Data Storage, Data Integrity, Database Management, Performance Tuning, System Monitoring, Data Pipelines, Data Processing, Disaster Recovery, Continuous Monitoring
Skills you'll gain: Swift Programming, Memory Management
Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services
Skills you'll gain: Cloud Computing Architecture, MySQL, Cloud Applications, Cloud Development, Google Cloud Platform, Cloud Computing, Back-End Web Development, Restful API, Cloud Deployment, Object-Relational Mapping, Data Persistence, Database Development, Verification And Validation, Systems Architecture, Databases, Application Programming Interface (API), Database Design, Server Side, Application Development
Coursera
University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing
In summary, here are 10 of our most popular applied machine learning courses
- Master of Science in Computer Science:Â Clemson University
- Apply Ansible to Automate End-to-End Software Deployment:Â EDUCBA
- Build JDBC-Based Employee Management Systems in Java:Â EDUCBA
- Geliştiriciler İçin Sorumlu Yapay Zeka: Gizlilik ve Güvenlik: Google Cloud
- Responsible AI for Developers: Fairness & Bias - Polski:Â Google Cloud
- Foundations of AI Governance and Responsible Development:Â LearnQuest
- Apply Splunk Configuration and Index Management Concepts:Â EDUCBA
- Analyze and Apply Swift Properties and Memory Management:Â EDUCBA
- Develop Silverlight Apps with UI & Data Integration:Â EDUCBA
- Build Cloud-Based Employee Management Systems :Â EDUCBA
