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
Imperial College London
Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Public Health, Policy Analysis, Health Care Administration, Community Health, Program Evaluation, Research, Case Studies
Advancing Women in Tech
Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Design, Technical Management, Smart Goals, API Design, Technical Product Management, Cross-Functional Collaboration, Recruitment, Program Management, Team Performance Management, Technical Communication, Management Training And Development, Software Engineering, Microservices, Employee Coaching, Talent Management, Leadership and Management, Talent Acquisition
University of Colorado Boulder
Skills you'll gain: School Psychology, Education and Training, Advocacy, Empathy & Emotional Intelligence, Teaching, Training Programs, Curriculum Planning, Professional Development, Emotional Intelligence, Lesson Planning, Higher Education, Program Evaluation
Microsoft
Skills you'll gain: Cloud Security, Health Care, Identity and Access Management, Real Time Data, Clinical Informatics, Data Management, Microsoft Azure, Data Sharing, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, Microsoft Teams, Machine Learning, Role-Based Access Control (RBAC), Health Informatics, Healthcare Ethics
Emory University
Skills you'll gain: Music Theory, Music History, Music, World Music, Instrumental Music, Performing Arts, Music Performance
Skills you'll gain: API Gateway, Serverless Computing, Cloud API, Restful API, Node.JS, Microsoft Azure, Application Programming Interface (API), API Testing, Web Services
University of California San Diego
Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Digital Signal Processing, Peripheral Devices, Wireless Networks, Communication Systems, Prototyping
University of Colorado Boulder
Skills you'll gain: Programming Principles, Computer Programming, Data Manipulation, Python Programming, Scripting Languages, Scripting, Data Structures, Data Science
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Engineering Calculations, Applied Mathematics, Engineering Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematical Modeling, Advanced Mathematics, Machine Learning
Skills you'll gain: OSI Models, TCP/IP, Network Routing, Network Troubleshooting, Network Planning And Design, Network Protocols, Networking Hardware, General Networking, Computer Networking, Command-Line Interface, Virtual Networking, Network Architecture
Fractal Analytics
Skills you'll gain: Feature Engineering, Data Wrangling, Exploratory Data Analysis, Matplotlib, Statistical Analysis, Data Preprocessing, Seaborn, Data Science, Data Visualization Software, Data Manipulation, Data Cleansing, Data Analysis, Pandas (Python Package), Statistics, Business Analytics, Jupyter, Data Transformation, Descriptive Statistics, Correlation Analysis, Statistical Hypothesis Testing
Amazon Web Services
Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Strategic Thinking, Machine Learning Methods
In summary, here are 10 of our most popular applied machine learning courses
- Health Systems Development: Health systems, Policy and Research:Â Imperial College London
- Real-World Engineering Management:Â Advancing Women in Tech
- SEL Capstone:Â University of Colorado Boulder
- Microsoft Azure AI in Healthcare:Â Microsoft
- So You Think You Know Tango?:Â Emory University
- Azure: create a REST API using NodeJS Serverless Functions:Â Coursera
- Internet of Things: Sensing and Actuation From Devices:Â University of California San Diego
- Introduction to Python Fundamentals:Â University of Colorado Boulder
- Math for AI Beginner Part 2 : Vector Calulus:Â Korea Advanced Institute of Science and Technology(KAIST)
- CCNA Foundations – Networking Basics and Cisco IOS Essentials: Packt
