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
Emory University
Skills you'll gain: Music Theory, Music History, Music, World Music, Instrumental Music, Performing Arts, Music Performance
University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping
Packt
Skills you'll gain: Root Cause Analysis, Six Sigma Methodology, Quality Management, Kaizen Methodology, Lean Methodologies, Process Improvement, Pareto Chart, Quality Control, Statistical Process Controls, Data Analysis, Corrective and Preventive Action (CAPA), Microsoft Excel, Diagram Design
Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning, Data Preprocessing
University of Maryland, College Park
Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Financial Accounting, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Product Management, Presentations, Cash Flows
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Decision Making, Trustworthiness, Professionalism, Personal Integrity, Business Administration, Business Management, Strategic Decision-Making, Compliance Management, Leadership Studies, Environmental Social And Corporate Governance (ESG), Case Studies, Corporate Sustainability, Conflict Management, Team Leadership
Universidad Austral
Skills you'll gain: Relational Databases, Object-Relational Mapping, Database Management, Database Design, SQL, Databases, Data Persistence, Query Languages, Data Integrity, Data Manipulation, Python Programming, Computer Programming
Fractal Analytics
Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Data Preprocessing, Seaborn, Data Science, Data Visualization Software, Data Manipulation, Data Cleansing, Data Analysis, Pandas (Python Package), Statistics, Business Analytics, Jupyter, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing
Vanderbilt University
Skills you'll gain: AI Enablement, Strategic Decision-Making, Strategic Thinking, Generative AI Agents, Procurement, Generative AI, Competitive Intelligence, Due Diligence, Business Research, Talent Sourcing, Data-Driven Decision-Making, Leadership, Business Consulting, Market Intelligence, Cross-Functional Collaboration, Technical Consulting, Talent Acquisition, Technology Strategies, Agentic systems, Business Ethics
University of Glasgow
Skills you'll gain: Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Internet Of Things, Software-Defined Networking, Network Planning And Design, Distributed Computing, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Electronics Engineering, Zero Trust Network Access, Information Technology, Machine Learning, Trustworthiness
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Query Languages, Vector Databases, Data Storage, Semantic Web, Unstructured Data, Graph Theory
Universidad Nacional de Colombia
Skills you'll gain: Chemistry, Systems Of Measurement, Chemical Engineering, Physical Science, Analytical Chemistry, Applied Mathematics, Materials science, Scientific Methods
In summary, here are 10 of our most popular applied machine learning courses
- So You Think You Know Tango?: Emory University
- Internet of Things: Sensing and Actuation From Devices: University of California San Diego
- Six Sigma White Belt: Packt
- Working with Notebooks in Vertex AI: Google Cloud
- Financial Management for Product Leaders: University of Maryland, College Park
- Success with Integrity: Business Ethics Foundation: Coursera
- Manejo de bases de datos con Python: Universidad Austral
- Python for Data Science: Fractal Analytics
- Generative AI Deep Research: Strategic AI Edge for Leaders: Vanderbilt University
- 6G Vision: ML, Intelligent Surfaces & Optical Networks: University of Glasgow
