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: Prompt Engineering, Generative AI, Development Environment, Computational Thinking, Program Development, AI Enablement, Software Development, Python Programming, Game Design, Debugging
Duke University
Skills you'll gain: Command-Line Interface, Scripting, Unix Commands, Computer Programming Tools, Scripting Languages, Data Manipulation, Python Programming
Starweaver
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, AI Workflows, ChatGPT, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Manipulation, Database Management, Query Languages
University of Lausanne
Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Spatial Analysis, Social Determinants Of Health, Sustainable Development, Environmental Issue, Data Collection, Machine Learning
Eindhoven University of Technology
Skills you'll gain: Human Centered Design, Design Thinking, Research and Design, Design Research, Research, Visual Design, Research Methodologies, Qualitative Research, Case Studies
Skills you'll gain: Prompt Engineering, ChatGPT, Copywriting, AI Workflows, Blogs, Content Creation, Target Audience, Writing and Editing, Social Media Content, Business Research
LearnKartS
Skills you'll gain: Java Programming, Java, Object Oriented Programming (OOP), Mathematical Software, Performance Tuning
Skills you'll gain: Apache Kafka, Command-Line Interface, Apache, Data Pipelines, Java, Enterprise Application Management, Real Time Data, Distributed Computing, Performance Tuning
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Vector Databases, Text Mining, Data Processing
New York University
Skills you'll gain: Research Design, Experimentation, Clinical Trials, Clinical Research Ethics, Scientific Methods, Program Evaluation, Statistical Methods, Sample Size Determination, Public Health and Disease Prevention, Data Analysis
University of Colorado Boulder
Skills you'll gain: Teaching, Mathematics Education, Simulations, User Feedback, Experimentation
In summary, here are 10 of our most popular applied machine learning courses
- Gen AI for Software Development: Code Generation for Python:Â Coursera
- Python Scripting:Â Duke University
- GenAI Foundations and Prompt Engineering :Â Starweaver
- Sort and Filter Data in SQL using MySQL Workbench:Â Coursera
- HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations:Â University of Lausanne
- Co-design for All: doing co-design in practice:Â Eindhoven University of Technology
- ChatGPT for Creatives: AI for SEO, Marketing & Workflow:Â Skillshare
- Core Java - Multithreading and Classes:Â LearnKartS
- Apache Kafka Series - Learn Apache Kafka for Beginners v3:Â Packt
- Master Retrieval-Augmented Generation (RAG) Systems:Â Packt
