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: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
University of Illinois Urbana-Champaign
Skills you'll gain: 3D Modeling, Product Design, Design Thinking, Innovation, Manufacturing Processes, Computer-Aided Design, Prototyping, Product Development, Production Process, Social Impact, Materials science
Skills you'll gain: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
AI Business School
Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Generative AI, Sales, Sales Enablement, Productivity, AI Orchestration, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Operations Management, Automation, Ideation
Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Mechanical Design, Technical Design
Board Infinity
Skills you'll gain: Manufacturing and Production, Industrial Engineering, Workforce Development, Automation, Sustainable Technologies, Internet Of Things, Emerging Technologies, Robotics, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML)
Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms
Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Data Lakes, Query Languages, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis, Real Time Data
Alfaisal University | KLD
Skills you'll gain: Microsoft Outlook, Microsoft Office, Setting Appointments, Calendar Management, Organizational Skills, Data Entry, Computer Literacy, Scheduling
Skills you'll gain: Course Development, Learning Management Systems, Information Architecture, Content Management, Design
Nanyang Technological University, Singapore
Skills you'll gain: Geometry, Design Elements And Principles, Materials science, Chemistry, Art History, Architectural Design, Chemical Engineering, Physical Science, Applied Mathematics, Biology
Skills you'll gain: Prompt Engineering, Applicant Tracking Systems, Responsible AI, Google Gemini, Talent Acquisition, Recruitment, HR Tech, Generative AI, Microsoft Power Automate/Flow, ChatGPT, Business Process Automation, Automation
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to LLMs and Hugging Face: Edureka
- 3D Printing Capstone: University of Illinois Urbana-Champaign
- Python for Data Science: Real Projects & Analytics: EDUCBA
- AI for Management & Management support: AI Business School
- SOLIDWORKS Revolution and Cut Features: Dassault Systèmes
- Industry 4.0 and its impact on Manufacturing Sector: Board Infinity
- GenAI Deployment & Governance: Coursera
- Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp
- أساسيات مايكروسوفت آوتلوك | Microsoft Outlook Fundamentals: Alfaisal University | KLD
- Understand Best Practices with Canvas: Coursera
