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
University of Colorado Boulder
Skills you'll gain: Web Content Accessibility Guidelines, Learning Management Systems, Instructional Design, Disabilities, Visual Impairment Education, Document Management, Technical Communication, Microsoft Office, Image Analysis
Skills you'll gain: Game Design, Programming Principles, Python Programming, Scripting, Computer Programming, Scripting Languages, Computer Science
Google Cloud
Skills you'll gain: Google Cloud Platform, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Cloud Computing, Classification Algorithms
Skills you'll gain: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
Macquarie University
Skills you'll gain: SAS (Software), Business Analytics, Dashboard, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Forecasting, Trend Analysis, Histogram, Business Ethics, Correlation Analysis, Time Series Analysis and Forecasting, Statistics, Predictive Modeling, Innovation, Sustainable Business
University of California, Irvine
Skills you'll gain: Education Software and Technology, Learning Management Systems, Performance Testing, Virtual Environment, Data Analysis Software
Skills you'll gain: Competitive Analysis, Value Propositions, Growth Strategies, Business Strategies, Consumer Behaviour, Target Market, Customer Insights, Market Research, Price Negotiation, Market Analysis
University of Colorado Boulder
Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Statistics, Predictive Modeling, Applied Mathematics, Logistic Regression, Probability Distribution
The University of North Carolina at Chapel Hill
Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research
Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Virtual Networking, Active Directory, Load Balancing, Cloud Management, Virtual Machines, Kubernetes, Network Monitoring, Authorization (Computing), Identity and Access Management, User Provisioning, Network Troubleshooting, Group Policy, Containerization, Cloud Storage, Cloud Computing, Data Storage Technologies, Cloud Security
Fundação Lemann
Skills you'll gain: Google Workspace, Education Software and Technology, Digital pedagogy, Learning Management Systems, Gmail, Collaboration, Document Management, Data Sharing, Cloud Storage, Spreadsheet Software
California Institute of the Arts
Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Instrumental Music, Music Performance, World Music
In summary, here are 10 of our most popular applied machine learning courses
- Basics of Inclusive Design for Online Education:Â University of Colorado Boulder
- Python Basics: Create a Guessing Number Game from Scratch:Â Coursera
- Vertex AI Tabular Data: Qwik Start:Â Google Cloud
- Data Science Fundamentals Part 1: Unit 1:Â Pearson
- Business intelligence and data analytics: Generate insights:Â Macquarie University
- Performance Assessment in the Virtual Classroom:Â University of California, Irvine
- Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women:Â Goldman Sachs
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Reasoning Across the Disciplines:Â The University of North Carolina at Chapel Hill
- Microsoft Azure Administrator (AZ-104):Â Packt
