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
Arizona State University
Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics, Electronics Engineering, Estimation
University of California, Davis
Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)
The Chinese University of Hong Kong
Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Business Planning, Business Leadership, Business Development, New Product Development, Financial Analysis, Business Strategy, Competitive Analysis, Market Research, Presentations, Financial Modeling, Fundraising
University of Illinois Urbana-Champaign
Skills you'll gain: Matplotlib, Pandas (Python Package), Seaborn, SQL, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Regression Analysis, Accounting, Database Management, Analytics, Descriptive Statistics, Relational Databases, Statistical Analysis, Python Programming, Data Analysis Software, Data Structures
Skills you'll gain: Unsupervised Learning, Responsible AI, Classification Algorithms
University of Washington
Skills you'll gain: Data Ethics, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Governance, Big Data, Technical Communication, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct
Skills you'll gain: Vector Databases, MongoDB, NoSQL, Applied Machine Learning, Apache Cassandra, Text Mining, Image Analysis, Node.JS, Database Application
University of Florida
Skills you'll gain: Lean Methodologies, Patient-centered Care, Patient Safety, Patient Flow, Scientific Methods, Medical Management, Health Systems, Value-Based Care, Kanban Principles, Patient Communication, Continuous Quality Improvement (CQI), Healthcare Industry Knowledge, Care Management, Operating Room (OR), Cleanliness, Business Systems Analysis, Case Studies, Capacity Management
Erasmus University Rotterdam
Skills you'll gain: Econometrics, Data Collection, Probability & Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Descriptive Statistics, Data Literacy, Time Series Analysis and Forecasting, Statistical Analysis, Model Evaluation
Northeastern University
Skills you'll gain: Responsible AI, Human Centered Design, Human Computer Interaction, Generative AI, Interaction Design, User Interface (UI), Data Ethics, Artificial Intelligence, Conceptual Design, Machine Learning, Deep Learning
Skills you'll gain: Video Editing, Timelines, Video Production, Editing, Productivity, Storytelling
Novartis
Skills you'll gain: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research
In summary, here are 10 of our most popular applied machine learning courses
- Fundamentals of Semiconductor Characterization:Â Arizona State University
- Computational Social Science Capstone Project:Â University of California, Davis
- Entrepreneurship:Â The Chinese University of Hong Kong
- Accounting Data Analytics with Python:Â University of Illinois Urbana-Champaign
- AI-900 - Azure AI Fundamentals and Two Practice Tests:Â Packt
- Communicating Data Science Results:Â University of Washington
- Vector Search with NoSQL Databases using MongoDB & Cassandra:Â SkillUp
- Fixing Healthcare Delivery 2.0: Advanced Lean:Â University of Florida
- Enjoyable Econometrics:Â Erasmus University Rotterdam
- Foundations in Human-Centered AI:Â Northeastern University
