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 Michigan
Skills you'll gain: Social Network Analysis, Network Analysis, Network Model, Graph Theory, Predictive Analytics, Forecasting, Python Programming, Algorithms
O.P. Jindal Global University
Skills you'll gain: Web Scraping, Data Visualization, Data Science, Pandas (Python Package), Data Manipulation, Data Analysis, Python Programming, Public Policies, Jupyter, Scripting, Natural Language Processing, Programming Principles, Web Applications, Computer Programming
Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Cost Management, Cost Estimation, Microsoft Excel, Microsoft Copilot, Financial Planning, Data Storytelling, ChatGPT, Root Cause Analysis
Packt
Skills you'll gain: Linux Administration, Linux Servers, Operating System Administration, Cloud Hosting, Infrastructure Architecture, Cloud Platforms, Cloud Engineering, Virtualization and Virtual Machines, Virtual Networking, Infrastructure As A Service (IaaS), Cloud Deployment, Security Management
Total Seminars
Skills you'll gain: Cloud Deployment, Virtualization, Cloud Computing, Virtualization and Virtual Machines, Wireless Networks, Hardware Troubleshooting, Augmented and Virtual Reality (AR/VR), System Configuration, Emerging Technologies, Computer Hardware, Mobile Development, Augmented Reality, iOS Development, Apple iOS, Android (Operating System), IT Service Management
Pragmatic AI Labs
Skills you'll gain: Agile Methodology, Technical Communication, Agile Software Development, Sprint Retrospectives, Software Development Methodologies, Agile Project Management, Amazon Bedrock, Claude Code, Agile Product Development, Serverless Computing, Anthropic Claude, Project Design, DevOps, Artificial Intelligence, Devops Tools, Agentic systems, Test Automation, Software Design, Automation, Rust (Programming Language)
STARWEAVER
Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Financial Modeling, Bookkeeping, Balance Sheet, General Accounting, Cash Flows, Accounting Records, Financial Analysis, Finance, Income Tax, Business Valuation, Excel Formulas
Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Hypertext Markup Language (HTML), Web Design and Development, Web Development, Web Design, Front-End Web Development, Cloud Hosting, Web Presence, Animations, Code Reusability, Maintainability
Skills you'll gain: Financial Forecasting, Forecasting, Procedure Development, Model Evaluation, Financial Modeling, Continuous Improvement Process, Variance Analysis, Quality Improvement, Project Documentation, Process Improvement and Optimization, Root Cause Analysis, Knowledge Transfer, Analysis, Data Validation, Case Studies
Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Integrations, Cloud Deployment, Tool Calling, Vector Databases
Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Cloud Deployment, Web Design, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Javascript, Cloud Hosting, User Interface (UI), Hypertext Markup Language (HTML), Typography, Animations
Packt
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Deployment, Responsible AI, Large Language Modeling, Fine-tuning, MLOps (Machine Learning Operations), Multimodal Prompts, Prompt Patterns, Enterprise Application Management, Model Optimization, AI Workflows, Model Evaluation, Data Management, Model Training, Generative AI, Generative Model Architectures, Embeddings, API Design
In summary, here are 10 of our most popular applied machine learning courses
- 파이썬의 응용 소셜 네트워크 분석: University of Michigan
- Introduction to Data Science (Public Policy): O.P. Jindal Global University
- Budgeting: Analyze & Control Costs: Coursera
- Linux in the Cloud: Packt
- Cloud, Portable & Mobile Computing: Total Seminars
- Agile With AI: Pragmatic AI Labs
- Foundations of Financial Statement: STARWEAVER
- Build Real-World Websites Using HTML5, CSS3, Sass and more: Packt
- Financial Forecasts: Learn from Errors: Coursera
- Build Real world End-to-End AI Agents using AWS Bedrock: Packt
