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
Status: PreviewNational Taiwan University
Skills you'll gain: File I/O, Data Visualization Software, Data Structures, Data Analysis, Financial Data, Python Programming, Financial Analysis, Debugging, Data Manipulation, Scripting, Business Analysis
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Quantitative Research, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics)
Status: Free TrialSkills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle
Status: NewSkills you'll gain: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Artificial Intelligence, Transfer Learning, System Configuration, Deep Learning, Real Time Data, Performance Tuning, Model Deployment, Development Environment, Software Installation
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Bayesian Network, Numerical Analysis, Estimation, Simulations, Matlab, Mathematical Modeling, Applied Mathematics, Engineering Analysis, Algorithms
Status: Free TrialBanco Interamericano de Desarrollo
Skills you'll gain: Childhood Education and Development, Child Development, Student-Centred Learning, Working With Children, Pedagogy, Student Engagement, Teaching, Education and Training, Mathematics Education, Diversity Awareness, Instructional Strategies, Human Development, Human Learning, Parent Communication, Adult Education, Formal Learning, Curriculum Development, Economic Development, Program Evaluation, Higher Education
Status: Free TrialSkills you'll gain: Computer Programming, Programming Principles, Data Import/Export, Data Structures, Integrated Development Environments, Python Programming, Computer Science
Coursera
Skills you'll gain: MySQL, SQL, Relational Databases, Data Analysis, Computer Programming, Computer Science
Status: Free TrialUniversity of Cape Town
Skills you'll gain: Design Thinking, Entrepreneurship, Solution Design, Business Modeling, Business Planning, Business Strategies, Market Opportunities, New Business Development, FinTech, Case Studies, Professional Networking, Business Development, Growth Strategies, Financial Regulation, Fundraising, Intellectual Property
Status: PreviewSkills you'll gain: Standard Operating Procedure, Operational Efficiency, Lean Methodologies, Quality Assurance, Procedure Development, Operations Management, Safety Standards, Process Management, Process Optimization, Workforce Management, Continuous Improvement Process, Risk Management
Status: PreviewNational Taiwan University
Skills you'll gain: Human Development, Psychology, Mental Health Diseases and Disorders, Child Development, Human Learning, Stress Management, Scientific Methods
Status: Free TrialNovartis
Skills you'll gain: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research
In summary, here are 10 of our most popular applied machine learning courses
- 用 Python 做商管程式設計（二）(Programming for Business Computing in Python (2)): National Taiwan University
- Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
- Introduction to UX/UI Design: IBM
- Jetson Nano Starter to Pro - A Computer Vision Course: Packt
- Particle Filters (and Navigation): University of Colorado System
- Métodos de educación efectiva: Banco Interamericano de Desarrollo
- Python Basic Structures: Lists, Strings, and Files: Codio
- SQL Joins : Coursera
- Building Fintech Startups in Emerging Markets: University of Cape Town
- How to Develop Standard Operating Procedures (SOPs): Coursera
