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: Game Design, Animation and Game Design, Scripting, Code Reusability, Interactive Design, User Interface (UI), Project Design, Interactive Learning, Systems Development, Development Environment, Design, Computer Graphics, Experience Design, Mechanics, Environment
Skills you'll gain: Linear Algebra, Differential Equations, Applied Mathematics, Advanced Mathematics, Algebra, Mathematical Modeling, Mathematical Theory & Analysis
University of Colorado System
Skills you'll gain: File I/O, C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Video Game Development, Unreal Engine, Game Design, Event-Driven Programming, Unity Engine, C# (Programming Language), UI Components, User Interface (UI)
Skills you'll gain: Anomaly Detection, Data Validation
Skills you'll gain: Hardware Design, Electronics Engineering, Engineering Design Process, Electronic Hardware, Electronics, Design, Computer-Aided Design, Functional Design, Verification And Validation, Simulation and Simulation Software, Design Software, Open Source Technology
Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Mathematics and Mathematical Modeling, Trigonometry, Programming Principles, Functional Design, Code Reusability, Data Manipulation, Computational Logic, Linear Algebra, Arithmetic, Data Analysis, Analysis, Operations, Data Modeling, Decision Making
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Token Optimization, LLM Application, Tool Calling, OpenAI API, OpenAI, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, AI Integrations, Command-Line Interface, Application Programming Interface (API), Software Documentation, Key Management
Universidad Austral
Skills you'll gain: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms
University of Zurich
Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Natural Language Processing, Language Interpretation, Translation, and Studies, Multilingualism, Unstructured Data, Data Quality, Machine Learning Methods
Infosec
Skills you'll gain: Risk Management Framework, Federal Information Security Management Act, NIST 800-53, Systems Development Life Cycle, Cyber Risk, Security Management, Continuous Monitoring, Cyber Security Policies, Security Controls, Authorization (Computing), Cybersecurity, Cyber Security Assessment
University of Pittsburgh
Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
National Taiwan University
Skills you'll gain: Liberal Arts, Culture, Intercultural Competence, Ethical Standards And Conduct, Human Learning, Human Development, Cultural Diversity, Education and Training, Ancient History
In summary, here are 10 of our most popular applied machine learning courses
- Unity Breakout Game: Design, Implement, and Optimize: EDUCBA
- Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications: Koç University
- Intermediate Object-Oriented Programming for Unreal Games: University of Colorado System
- Data Preparation and Evaluation with Copilot: Microsoft
- Introduction to Chip Design with Open-Source EDA Tools: Coursera
- GNU Octave: Apply, Implement & Design Functions: EDUCBA
- Prompt Engineering Masterclass - From Beginner to Advanced: Packt
- Optimización de Redes Neuronales Profundas: Universidad Austral
- Sprachtechnologie in den Digital Humanities: University of Zurich
- NIST DoD RMF: Infosec
