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
University of Colorado Boulder
Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulations, Safety Standards, Electronic Components, Estimation, Control Systems, Basic Electrical Systems, Thermal Management, Mathematical Modeling, Power Electronics, Electrical Power, Probability, Electrical Engineering, Electronic Systems, Model Evaluation, Simulation and Simulation Software, Engineering Calculations, Machine Learning Methods
Coursera
Skills you'll gain: Query Languages, Relational Databases, Performance Tuning, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Generative AI, Performance Tuning, Data Migration, LangChain, LLM Application, Metadata Management, Document Management, Data Infrastructure, Large Language Modeling, Prompt Patterns, Embeddings, Data Modeling, Agentic systems, Data Integrity, Scalability, Docker (Software), Semantic Web, Query Languages
Skills you'll gain: Accounts Payable and Receivable, Payroll Processing, Cash Management, Reconciliation, Accounting Software, Accounting, QuickBooks (Accounting Software), Productivity Software, Interviewing Skills, Professional Networking, Strategic Communication, Portfolio Management, AI Enablement, Microsoft Excel, Record Keeping
Skills you'll gain: WordPress, Web Design, Web Design and Development, Usability, Content Management Systems, Web Development, Performance Tuning, Project Design, Application Deployment, PHP (Scripting Language), Software Installation, Apache, Responsive Web Design, Development Environment, Web Development Tools, MySQL
Vanderbilt University
Skills you'll gain: Image Analysis, Data Visualization Software, Matlab, Applied Machine Learning, Scatter Plots, Digital Signal Processing, Data Analysis, Histogram, Predictive Modeling, Data Processing, Classification Algorithms, Regression Analysis
Skills you'll gain: Marketing, Marketing Planning, Marketing Management, Strategic Marketing, Market Analysis, Marketing Strategies, Business Marketing, Consumer Behaviour, Digital Marketing, Analysis
Skills you'll gain: Nginx, Load Balancing, Performance Tuning, Scalability, Web Servers, Proxy Servers, Security Controls, Authentications, Virtualization, Server Administration, Application Servers, Servers, Middleware
Skills you'll gain: Risk Management Framework, Cyber Security Strategy, Cyber Threat Intelligence, Threat Modeling, Security Strategy, Security Awareness, Cybersecurity, Security Engineering, IT Security Architecture, Zero Trust Network Access, Threat Management, Human Factors (Security), Security Controls, Threat Detection, Network Security, Information Systems Security, Incident Response, Enterprise Security, Continuous Monitoring
Skills you'll gain: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression
Skills you'll gain: OpenAI API, Generative AI, ChatGPT, Prompt Engineering, Artificial Intelligence, Natural Language Processing, Authentications, Application Programming Interface (API), Node.JS
Skills you'll gain: Rust (Programming Language), File I/O, Data Structures, System Programming, Secure Coding, Software Design Patterns, Debugging
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Algorithms for Battery Management Systems:Â University of Colorado Boulder
- Model Data in Weaviate:Â Coursera
- Chroma, Weaviate & Production RAG Deployment:Â Coursera
- Career Development for Accounting Assistant with AI Skills:Â Coursera
- Build a Construction Website Using WordPress:Â EDUCBA
- Introduction to Data, Signal, and Image Analysis with MATLAB:Â Vanderbilt University
- Analyze and Apply Core Marketing Concepts for Beginners:Â EDUCBA
- Implement NGINX Web Servers and Reverse Proxy Solutions:Â EDUCBA
- Defense in Depth Cybersecurity – Layered Security Strategy: Packt
- Speed Up Data Analysis and Presentation Building:Â Google
