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 California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Infectious Diseases, Biotechnology, Precision Medicine, Biochemistry, Brute-force attacks, Computational Thinking, Algorithms, Python Programming
University of Washington
Skills you'll gain: Social Media Analytics, Text Mining, Unstructured Data, Quantitative Research, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Statistical Methods, Correlation Analysis, R (Software), Application Programming Interface (API), R Programming, Regression Analysis, Data Collection, Python Programming
Edge Impulse
Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Industrial Engineering, Data Science, Product Development
IE Business School
Skills you'll gain: Market Analysis, Integrated Marketing Communications, Market Research, Customer Acquisition Management, Marketing Analytics, Marketing Communications, Marketing Management, Customer Analysis, Performance Measurement, Customer Retention, Performance Metric, Growth Strategies, Marketing Channel, Planning, Financial Management
Technion - Israel Institute of Technology
Skills you'll gain: Materials science, Engineering, Scientific, and Technical Instruments, Semiconductors, Biomedical Technology, Medical Devices, Sensory Systems Analysis, Chemistry, Analytical Chemistry, Chemical Engineering, Manufacturing Processes
Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Advanced Mathematics, Mathematical Modeling, Algebra, Derivatives, Geometry
California Institute of the Arts
Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance
Board Infinity
Skills you'll gain: Data Structures, Spring Boot, Restful API, Model View Controller, Spring Framework, Web Services, Java Programming, Java, Back-End Web Development, Authentications, Authorization (Computing), Algorithms, Application Security
Skills you'll gain: Excel Macros, Data Validation, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Scatter Plots, Histogram, Data Integrity, Excel Formulas, Spreadsheet Software, Analysis, Forecasting, Data Analysis Software, Data Analysis, Debugging, Visual Basic (Programming Language), Automation
Skills you'll gain: Financial Reporting, Generally Accepted Accounting Principles (GAAP), Financial Statements, Financial Statement Analysis, Financial Accounting, Balance Sheet, Income Statement, Cash Flows, Revenue Recognition, Inventory Accounting, Accounting, Fixed Asset, Finance, Accounts Receivable, Credit Risk, Investments
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Structural Analysis, Construction, Structural Engineering, Architecture and Construction, Civil and Architectural Engineering, Civil Engineering, Materials science, Engineering Analysis, Engineering Calculations, Mechanics, Applied Mathematics
Skills you'll gain: Applicant Tracking Systems, Professional Development, Graphic Design, Keyword Research, Content Optimization, Business Writing, Recruitment, Data Visualization
In summary, here are 10 of our most popular applied machine learning courses
- Genome Sequencing (Bioinformatics II):Â University of California San Diego
- Social Media Data Analytics:Â University of Washington
- Edge AI Fundamentals:Â Edge Impulse
- The Marketing Plan:Â IE Business School
- Nanotechnology and Nanosensors, Part 2:Â Technion - Israel Institute of Technology
- Calculus through Data & Modeling: Differentiation Rules:Â Johns Hopkins University
- Approaching Music Theory: Melodic Forms and Simple Harmony:Â California Institute of the Arts
- Data Structures & Backend with Java:Â Board Infinity
- Master Excel Skills: Analyze, Automate & Visualize Data:Â EDUCBA
- Apply US GAAP: Prepare & Evaluate Financial Statements:Â EDUCBA
