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: Microsoft Azure, Data Processing, Database Theory, Databases, Data Store, Database Systems, Database Management Systems, Cloud Services, Data Storage, Database Management, Relational Databases, Query Languages, NoSQL, Data Management, Cloud Computing, Data Analysis, Data Visualization Software
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming
Università Bocconi
Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Analysis, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, Business Metrics, A/B Testing, Machine Learning
Kennesaw State University
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Generative AI, AI literacy, Education Software and Technology, ChatGPT, Peer Review, OpenAI, Education and Training, Digital pedagogy, AI Integrations
Amazon Web Services
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI
Imperial College London
Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing
Tecnológico de Monterrey
Skills you'll gain: Calculus, Integral Calculus, Mechanics, Applied Mathematics, Linear Algebra, Physics, Geometry, Mathematical Modeling, Graphing, Trigonometry, Algebra
Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Data Ethics, Image Quality
UNSW Sydney (The University of New South Wales)
Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Service Design
University of Illinois Urbana-Champaign
Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office
Macquarie University
Skills you'll gain: Professional Development, Self-Awareness, Leadership Development, Personal Development, Lifelong Learning, Adaptability, Self-Discipline, Growth Mindedness, Self-Motivation, Emotional Intelligence, Change Management, Goal Setting, Habit Formation
In summary, here are 10 of our most popular applied machine learning courses
- Explore Core Data Concepts in Microsoft Azure:Â Microsoft
- Aerial Image Segmentation with PyTorch:Â Coursera
- A Scientific Approach to Innovation Management: Università Bocconi
- Body Language for Effective Professional Communication:Â EDUCBA
- AI for Education (Intermediate):Â Kennesaw State University
- Essentials of Prompt Engineering:Â Amazon Web Services
- Logistic Regression in R for Public Health:Â Imperial College London
- FÃsica: Vectores, Trabajo y EnergÃa: Tecnológico de Monterrey
- Open Generative AI: Build with Open Models and Tools:Â Coursera
- Designing the Future of Work:Â UNSW Sydney (The University of New South Wales)
