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: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Convolutional Neural Networks, Digital Signal Processing, Model Training, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Prompt Engineering, Query Languages, Vector Databases, Data Storage, Unstructured Data, Graph Theory
Macquarie University
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis
Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Design Process, Finite Element Methods, Engineering Analysis, Cloud Engineering, Hydraulics, Verification And Validation
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File I/O, Program Development, Software Development, Automation, Data Structures, Code Reusability, Maintainability, File Management, Python Programming, Scalability, Scripting Languages, Data Persistence, JSON, Problem Solving
University of Leeds
Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Risk Management Framework, Project Management, Governance, Risk Mitigation, Risk Analysis, Governance Risk Management and Compliance
The Chinese University of Hong Kong
Skills you'll gain: Language Interpretation, Translation, and Studies, Ancient History, Liberal Arts, Language Learning, Language Competency, Literacy
Skills you'll gain: Electrical Wiring, Wiring Diagram, Electrical Systems, Electrical Equipment, Electrical Power, Schematic Diagrams, Technical Drawing, Engineering Design Process, Engineering Drawings, Electrical Engineering, Computer-Aided Design, Basic Electrical Systems, AutoCAD, Electrical Safety
Skills you'll gain: Human Resource Strategy, Human Resources Management and Planning, Strategic Planning, Organizational Strategy, Human Resources, Business Planning, Human Resource Policies, Business Strategy, Business Strategies, Business Management, Plan Execution, Strategic Thinking, Competitive Analysis, Corporate Strategy, Goal Setting, Key Performance Indicators (KPIs), Business Metrics
National Taiwan University
Skills you'll gain: Childhood Education and Development, Child Development, Institutional Review Board (IRB), Research Methodologies, Research Design, Research, Human Development, Learning Theory, Data Collection, Psychology, Ethical Standards And Conduct, Informed Consent
Infosec
Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data Presentation, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Dashboard Creation, Analytics, Statistical Analysis, Dashboard, Data Warehousing, Data Management, Data Security, Data Quality, Data Cleansing, Data Integrity, Machine Learning
Coursera
Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Creative Problem-Solving, Critical Thinking
In summary, here are 10 of our most popular applied machine learning courses
- Classify Radio Signals with PyTorch: Coursera
- Knowledge Graphs for RAG: DeepLearning.AI
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- CFD Simulation Through a Centrifugal Pump: Coursera
- Advanced Python: OOP, File Handling & Libraries: EDUCBA
- Major Engineering Projects: Governance, Risk and Scope: University of Leeds
- 中國人文經典導讀: The Chinese University of Hong Kong
- Master Commercial Kitchen Power Layouts: Analyze & Design: EDUCBA
- Strategic HR Management and Business Strategy: EDUCBA
- 發展心理學：哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University
