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
Google Cloud
Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning, Embeddings
Skills you'll gain: Event-Driven Programming, Debugging, Game Design, Animation and Game Design, Program Development, Algorithms, Computer Programming, Application Development, Problem Solving, Design, Computer Science
University of Colorado System
Skills you'll gain: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting
Skills you'll gain: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
Skills you'll gain: Digital pedagogy, Education Software and Technology, digital literacy, Collaborative Software
AI Business School
Skills you'll gain: Prompt Engineering, Agentic Workflows, Agentic systems, AI Workflows, Generative AI, No-Code Development, Responsible AI, Risk Management, Generative AI Agents, AI Personalization, AI Enablement, Marketing Automation, Project Design, Training Programs, LLM Application, Digital Transformation, Artificial Intelligence, Ideation, Innovation, Productivity
Skills you'll gain: Kubernetes
Microsoft
Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Management, Cloud Computing, Windows PowerShell, Infrastructure As A Service (IaaS), Software As A Service, Virtual Machines, Platform As A Service (PaaS), Resource Management, Command-Line Interface, Scripting, Verification And Validation
Skills you'll gain: Responsible AI, Machine Learning, Artificial Intelligence, Interoperability, Model Evaluation, Data Ethics, Model Deployment
Simplilearn
Skills you'll gain: Lean Manufacturing, Lean Methodologies, Lean Six Sigma, Kaizen Methodology, Operational Efficiency, Performance Measurement, Manufacturing Operations, Quality Improvement, Operational Excellence, Business Process, Quality Management, Process Improvement, Performance Metric, Waste Minimization, Kanban Principles, Quality Control, Six Sigma Methodology, Continuous Improvement Process, Quality Assurance and Control, Business Metrics
Google Cloud
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Applications, Virtual Machines, Google Cloud Platform, Cloud Infrastructure, Software Installation
University of London
Skills you'll gain: Pseudocode, File I/O, C++ (Programming Language), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Algorithms, Debugging, Data Structures
In summary, here are 10 of our most popular applied machine learning courses
- Transformer Models and BERT Model:Â Google Cloud
- Basic Game Development with Levels using Scratch:Â Coursera
- Kalman Filter Boot Camp (and State Estimation):Â University of Colorado System
- GenAI for Financial Data Analysis:Â Coursera
- Create Student Books with Book Creator:Â Coursera
- AI for Marketing:Â AI Business School
- Certified Kubernetes Application Developer Exam Prep:Â LearnKartS
- Manage Resources in Azure:Â Microsoft
- Responsible AI for Developers: Interpretability & Transparency:Â Google Cloud
- Lean Management Course:Â Simplilearn
