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: Free TrialUniversity of Alberta
Skills you'll gain: Sprint Planning, Risk Management Framework, Agile Software Development, User Story, Backlogs, Agile Methodology, User Requirements Documents, Functional Requirement, Agile Project Management, Requirements Analysis, Software Development
Skills you'll gain: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
Status: Free TrialSkills you'll gain: Data Storytelling, Exploratory Data Analysis, Data Visualization, Data Visualization Software, Data Transformation, Data Presentation, Data Ethics, Tableau Software, Data Analysis, Data Manipulation, Data Preprocessing, Data Cleansing, Pandas (Python Package), Data Validation, Python Programming
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Probability, Combinatorics, Algorithms, Computational Thinking, Statistics, Mathematical Modeling, Computer Programming, Arithmetic, Program Development
Status: Free TrialWhizlabs
Skills you'll gain: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Unsupervised Learning, Machine Learning
Status: PreviewHigh Tech High Graduate School of Education
Skills you'll gain: Storyboarding, Storytelling, Graphic and Visual Design, Layout Design, Typography, Creativity, Peer Review
Status: Free TrialUniversity of London
Skills you'll gain: Arithmetic, Graphing, General Mathematics, Computer Graphics, Data Literacy, Computer Science, Applied Mathematics, Algebra, Cryptography, Systems Of Measurement
Status: Free TrialSkills you'll gain: Power BI, Data Analysis Expressions (DAX), Dashboard, Business Intelligence, Data Management, Data Security, Microsoft Azure, Microsoft SQL Servers, Data Analysis, SQL, Data Modeling
Status: PreviewCoursera
Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Technical Analysis, Market Trend, Real Time Data, Portfolio Risk, Automation, Artificial Intelligence, Python Programming, Applied Machine Learning, Risk Management
Status: Free TrialSkills you'll gain: Extract, Transform, Load, Web Scraping, Data Transformation, File I/O, Data Processing, JSON, Data Integration, Data Pipelines, Pandas (Python Package), Python Programming, Jupyter
Coursera
Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content, Integrated Development Environments
Status: PreviewStanford University
Skills you'll gain: Child Health, Maternal Health, Infant Care, Preventative Care, Family Support, Nutrition and Diet
In summary, here are 10 of our most popular applied machine learning courses
- Agile Planning for Software Products:Â University of Alberta
- Visualizing Filters of a CNN using TensorFlow:Â Coursera
- Go Beyond the Numbers: Translate Data into Insights:Â Google
- Combinatorics and Probability:Â University of California San Diego
- Data Engineering in AWS:Â Whizlabs
- How to Make a Comic Book (Project-Centered Course):Â High Tech High Graduate School of Education
- Mathematics for Computer Science:Â University of London
- Deploy and Maintain Power BI Assets and Capstone project:Â Microsoft
- GenAI for Algorithmic Trading:Â Coursera
- Python Project for Data Engineering:Â IBM
