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
Skills you'll gain: Reinforcement Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Artificial Intelligence, Artificial Neural Networks, Computer Science, Algorithms, Data Processing, Python Programming
University of Michigan
Skills you'll gain: Teaching, Systems Thinking, Diversity Awareness, Adaptability, Instructional Design, Digital pedagogy, Constructive Feedback, Higher Education, Innovation, Collaboration
The Hong Kong University of Science and Technology
Skills you'll gain: Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Case Studies
Skills you'll gain: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI
University of Colorado System
Skills you'll gain: Cryptography, Brute-force attacks, Encryption, Information Systems Security, Cybersecurity, Theoretical Computer Science, Computational Logic
Howard University
Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, NumPy, Jupyter, Mathematical Modeling, Data Science, Python Programming, Software Installation, Data Manipulation, Git (Version Control System)
Universidad Austral
Skills you'll gain: Student Support and Services, Initiative and Leadership, Leadership, Family Support, Collaboration, Teamwork, Relationship Building, Cultural Responsiveness, Critical Thinking and Problem Solving, Socioeconomics, Communication
Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, Generative Model Architectures, LLM Application, Responsible AI, AI Security, Model Evaluation, Natural Language Processing, Artificial Intelligence, Model Deployment, Context Management
Google Cloud
Skills you'll gain: Google Cloud Platform, Dataflow, Apache Kafka, Extract, Transform, Load, Data Pipelines, Data Lakes, Data Governance, Real Time Data, Data Warehousing, MLOps (Machine Learning Operations), Apache Spark, Tensorflow, Data Migration, Data Architecture, Model Deployment, Data Processing, Big Data, Data Quality, Data Management, Systems Design
Skills you'll gain: Musical Composition, Music, Computer Programming, Program Development, Programming Principles, Python Programming
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Geometry, Physics, Vibrations, Geometric Dimensioning And Tolerancing, Differential Equations, electromagnetics, Applied Mathematics, Trigonometry, Calculus, Mathematical Modeling
Status: Hot New ReleaseUniversity of California, Davis
Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Cost Management, Project Controls, Engineering Drawings, Construction Management, Estimation, Bidding, Design Specifications, Construction, Risk Analysis, Presentations, Business Communication
In summary, here are 10 of our most popular applied machine learning courses
- AI & Quantum Computing – Zero to Expert Bootcamp: Packt
- Resilient Teaching Through Times of Crisis and Change: University of Michigan
- Understanding China, 1700-2000: A Data Analytic Approach, Part 1: The Hong Kong University of Science and Technology
- Intro to Model Context Protocol (MCP): Scrimba
- Cryptography and Information Theory: University of Colorado System
- Introduction to Linear Algebra and Python: Howard University
- Educación Básica en Contextos Rurales: Universidad Austral
- Generative AI and Prompt Engineering Essentials: Edureka
- Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
- Compose and Program Music in Python using Earsketch: Coursera
