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
Universidad Austral
Skills you'll gain: Teaching, Educational Materials, Differentiated Instruction, Diversity Awareness, Education and Training, Instructional and Curriculum Design, Curriculum Planning, Pedagogy, Cultural Diversity, Curriculum Development, Lesson Planning, Program Evaluation, K-12 pedagogy, Instructional Strategies
University of California, Davis
Skills you'll gain: Data Maintenance, Data Quality, Data Cleansing, Model Training, Computer Vision, Data Preprocessing, Deep Learning, Image Analysis, Model Evaluation, AI Workflows, Verification And Validation, Exploratory Data Analysis, Applied Machine Learning
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management
Skills you'll gain: Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, AI Integrations, Tensorflow, Solution Architecture, Model Evaluation, Apache Airflow, Model Optimization, Systems Design, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)
University of California, Davis
Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication
Amazon Web Services
Skills you'll gain: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Analytics, Data Management, SQL, Model Training, Applied Machine Learning
Skills you'll gain: Portfolio Management, Financial Statements, Investment Management, Investments, Financial Statement Analysis, Market Analysis, Financial Planning, Financial Market, Financial Analysis, Wealth Management, Portfolio Risk, Risk Analysis, Equities, Risk Management, Return On Investment, Derivatives, Risk Appetite
Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Numerical Analysis, Mathematical Modeling, Algorithms, Model Optimization, Algebra
Peking University
Skills you'll gain: Basic Electrical Systems, electromagnetics, Electrical Systems, Physics, Electrical Engineering, Energy and Utilities, Engineering Calculations, Integral Calculus, Engineering Analysis, Applied Mathematics
University of California, Santa Cruz
Skills you'll gain: R Programming, Statistical Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Probability Distribution, Classification Algorithms
Skills you'll gain: Applied Mathematics, Mathematical Modeling, Matlab, High Voltage, Three-Phase, Electrical Engineering, electromagnetics, Simulation and Simulation Software, Electric Power Systems, Engineering Calculations, Electrical Power, Mathematical Software, Environmental Science, Environmental Engineering, Design, Basic Electrical Systems
In summary, here are 10 of our most popular applied machine learning courses
- Enseñar, aprender y evaluar en Escuelas Rurales: Universidad Austral
- Hands-on Data Centric Visual AI: University of California, Davis
- Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
- AI Model Development & Deployment: Coursera
- Modern Regression Analysis in R: University of Colorado Boulder
- Estimating and Bidding in Construction: University of California, Davis
- SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services
- Investment Management and Portfolio Strategies: EDUCBA
- Industrial Optimization: Models & Linear Programming: Northeastern University
- 电磁学上——恒定电场: Peking University
