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
Macquarie University
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Visualization, Spreadsheet Software, Interactive Data Visualization, Productivity Software, Microsoft 365, Data Management, Dashboard, Microsoft Copilot, Data Sharing, Generative AI, Cloud Storage
Skillshare
Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Graphical Tools, Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Layout Design, Software Versioning, Software Installation
Arizona State University
Skills you'll gain: Manufacturing Processes, Engineering Design Process, Computer-Aided Design, Design Strategies, Prototyping, Production Process, Design, 3D Modeling, Materials science
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
University of Illinois Urbana-Champaign
Skills you'll gain: Predictive Analytics, Machine Learning, Supervised Learning, Data-Driven Decision-Making, Data Management, Unsupervised Learning, Data Collection, Data Analysis, Nutritional Assessment, Internet Of Things, Artificial Intelligence, Nutrition and Diet, Emerging Technologies, Health Assessment
Northwestern University
Skills you'll gain: Peer Review, Employee Onboarding, Professional Networking, Organizational Effectiveness, Quick Learning, Organizational Structure, Professional Development, Relationship Building, Planning, Adaptability, Leadership and Management, Leadership, Self-Awareness, Communication Strategies
Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
Skills you'll gain: Ansible, Package and Software Management, YAML, Configuration Management, System Configuration, Linux Administration, Unix, IT Automation, Automation, Web Applications, Unix Shell, File Management, Cloud Infrastructure, DevOps, User Accounts
Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
Skills you'll gain: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization
Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving, Spreadsheet Software
Skills you'll gain: Data Presentation, E-Commerce, Analytics, Key Performance Indicators (KPIs), Web Analytics, Google Analytics, Marketing Analytics, Generative AI, Data Analysis, Business Strategy, Data Processing, Artificial Intelligence
In summary, here are 10 of our most popular applied machine learning courses
- Excel for Business with AI: Essentials: Macquarie University
- Complete Beginners Guide to Blender 3D: Skillshare
- Design for Additive Manufacturing: Arizona State University
- Data Science with R: Duke University
- Advancing Dairy Management with Artificial Intelligence: University of Illinois Urbana-Champaign
- Power Onboarding: Northwestern University
- Apache Spark with Scala – Hands-On with Big Data!: Packt
- Mastering Ansible Automation: Codio
- Python for Data Visualization: Matplotlib & Seaborn: Coursera
- Identify Horses or Humans with TensorFlow and Vertex AI: Google Cloud
