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
The University of Edinburgh
Skills you'll gain: Empathy, Critical Thinking, Research, Diversity Awareness, Open Mindset, Emotional Intelligence, Decision Making
Skills you'll gain: Network Architecture, Wireless Networks, Emerging Technologies, Network Planning And Design, Cloud Engineering, Telecommunications, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML), Technology Strategies, Real Time Data
The Hong Kong University of Science and Technology
Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning
Universidades Anáhuac
Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Databases, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Convolutional Neural Networks
University of New Mexico
Skills you'll gain: Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Model View Controller, Databases, Relational Databases, Software Development, Ruby on Rails, Software Design Patterns, Cascading Style Sheets (CSS), Javascript
Skills you'll gain: OpenShift, Application Deployment, Kubernetes, Containerization, Cloud-Native Computing, Data Persistence, CI/CD, YAML, Configuration Management, Application Lifecycle Management, Package and Software Management, Command-Line Interface, Network Routing
S.P. Jain Institute of Management and Research
Skills you'll gain: Product Strategy, Marketing Management, Target Market, Consumer Behaviour, Product Lifecycle Management, Strategic Marketing, Brand Strategy, Marketing Strategies, Marketing Communications, Market Share, Integrated Marketing Communications, Marketing Channel, Competitive Analysis
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment
The State University of New York
Skills you'll gain: digital literacy, Brainstorming, Planning, Data Ethics, Information Management, Research, Critical Thinking, Investigation, Literacy, Ethical Standards And Conduct
University of Colorado Boulder
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus
University of Michigan
Skills you'll gain: Speech Language Pathology, Pediatrics, Speech Therapy, Communication Disorders, Patient Evaluation, Child Health, Disabilities, Childhood Education and Development, Public Health, Child Development, Rehabilitation, Diagnostic Tests, Patient Treatment, Special Education, Clinical Assessment, Patient Referral, Anatomy
In summary, here are 10 of our most popular applied machine learning courses
- Intellectual Humility: Practice:Â The University of Edinburgh
- Principles and Technologies of 5G Mobile Networks:Â LearnQuest
- Calculus for Engineers:Â The Hong Kong University of Science and Technology
- Ciencia de Datos e IA : De los Fundamentos a la Práctica: Universidades Anáhuac
- Web Application Development: Basic Concepts:Â University of New Mexico
- Fundamentals of Containers, Kubernetes and OpenShift:Â Red Hat
- Marketing Management:Â S.P. Jain Institute of Management and Research
- Differential Equations Part II Series Solutions:Â Korea Advanced Institute of Science and Technology(KAIST)
- Master CNNs with Python: Build, Train & Evaluate Models:Â EDUCBA
- Basic Information Literacy:Â The State University of New York
