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: Differentiated Instruction, Teaching, Education Software and Technology, Student Engagement, Blended Learning, Instructional Strategies, Interactive Learning, Education and Training, Needs Assessment
Rice University
Skills you'll gain: Physics, Mechanics, electromagnetics, Vibrations, Materials science, Applied Mathematics, Physical Science, Mathematical Modeling, Advanced Mathematics, Calculus, Differential Equations, Trigonometry, Linear Algebra, Integral Calculus, Problem Solving
Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Analysis, Plot (Graphics), Predictive Modeling, Data-Driven Decision-Making, Data Analysis
Skills you'll gain: Generative AI, Large Language Modeling, AI literacy, Business Leadership, AI Enablement, Communication, Strategic Leadership, Prompt Engineering, LLM Application, Decision Intelligence, Business Transformation, Strategic Thinking
Interplay Learning
Skills you'll gain: HVAC, Electrical Systems, Electronic Components, Electrical Power, Thermal Management, Facility Repair And Maintenance, Property Maintenance, Design Specifications, Hardware Troubleshooting, Electronic Hardware, Maintenance, Repair, and Facility Services, Facility Management and Maintenance, Mechanical Design
Johns Hopkins University
Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Dataflow, Digital Signal Processing, Distributed Computing, C++ (Programming Language), Program Development, Performance Tuning, Memory Management, Algorithms
University of Colorado System
Skills you'll gain: Public Key Infrastructure, Key Management, Cryptography, Cryptographic Protocols, Encryption, Authentications, Algorithms
Universidad de los Andes
Skills you'll gain: Digital pedagogy, Education Software and Technology, Learning Management Systems, digital literacy, User Centered Design, Requirements Analysis, Quality Assurance, Virtual Environment
University of Colorado Boulder
Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics
University of California San Diego
Skills you'll gain: Cloud Development, Cloud Applications, Cloud Computing Architecture, Cloud Computing, Amazon Web Services, Cloud-Based Integration, Cloud Infrastructure, Cloud Services, Machine Learning Software, Embedded Software, Internet Of Things, Linux Servers, Amazon Elastic Compute Cloud, Linux Administration, Software Installation, Embedded Systems, AWS Identity and Access Management (IAM), Command-Line Interface, Flask (Web Framework), Image Analysis
Skills you'll gain: Machine Learning Methods, .NET Framework, GitHub Copilot, Machine Learning Algorithms, Model Deployment, Machine Learning, OpenAI API, Model Training, Supervised Learning, Machine Learning Software, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Security, OpenAI, Microsoft Azure, AI Integrations, LLM Application
Skills you'll gain: WordPress, Order Processing, Order Management, Payment Processing, Content Management Systems, E-Commerce, Payment Systems, Merchant Services, Web Content, Software Installation, Shipping and Receiving, Sales Tax, Email Automation, System Configuration
In summary, here are 10 of our most popular applied machine learning courses
- Interactive eLearning and Assessment with Edulastic:Â Coursera
- Physics of Waves and Optics:Â Rice University
- Predicción de Ventas Pronosticando Tendencias: Coursera
- The Role of the CEO in Navigating GenAI:Â Coursera
- HVAC Cooling Components:Â Interplay Learning
- CUDA at Scale for the Enterprise:Â Johns Hopkins University
- Asymmetric Cryptography and Key Management:Â University of Colorado System
- Diseño de instrucción por enfoque de Grandes Ideas: Universidad de los Andes
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Internet of Things V2: Setting up and Using Cloud Services:Â University of California San Diego
