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: AI Security, Responsible AI, Data Ethics, Information Privacy, Federated Learning, Cloud Security, Personally Identifiable Information, Google Cloud Platform, Data Security, Safety and Security, Generative AI, Model Training, Tensorflow, Encryption
University of North Texas
Skills you'll gain: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Global Marketing, Driving engagement, Policy Development, Design Thinking, Public Policies, Probability & Statistics, Cultural Diversity, Music History, Life Sciences
Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Dartmouth College
Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Security Software, Firewall, Data Integrity
University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Data Literacy
University of Colorado Boulder
Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Systems Design, Technical Design, Model Optimization, Electronic Systems, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Image Quality
University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Dimensionality Reduction, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
O.P. Jindal Global University
Skills you'll gain: Research Design, Correlation Analysis, Social Sciences, Psychology, Statistics, Statistical Methods, Descriptive Statistics, Research Methodologies, Mental Health Diseases and Disorders, Research, Probability & Statistics, Human Learning, Social Skills, Interpersonal Communications, Learning Theory, Childhood Education and Development, Physiology, Positivity, Personal Development, Culture
University of Illinois at Urbana-Champaign
University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling
Universidad de los Andes
Skills you'll gain: User Story, Test Automation, Software Testing, Version Control, Continuous Integration, Agile Project Management, Git (Version Control System), Usability, Agile Software Development, Software Architecture, Agile Methodology, Unified Modeling Language, Maintainability, Software Design Patterns, DevOps, JavaScript Frameworks, Test Script Development, Test Planning, Software Design, Test Tools
In summary, here are 10 of our most popular applied machine learning courses
- Responsible AI for Developers: Privacy & Safety - 繁體中文: Google Cloud
- Bachelor of Science in General Business: University of North Texas
- Master of Science in Computer Science: Ball State University
- Master of Engineering in Computer Engineering: Dartmouth College
- Cryptography: Birla Institute of Technology & Science, Pilani
- Master of Data Science: University of Pittsburgh
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Master of Science in Data Science (Statistics): University of Leeds
- Bachelor of Science in Psychology: O.P. Jindal Global University
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
