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
Johns Hopkins University
Skills you'll gain: Student Engagement, Teaching, Empowerment, Instructional Strategies, Growth Mindedness, Writing, Mentorship, Case Studies, Literacy, Constructive Feedback
Vanderbilt University
Skills you'll gain: Email Automation, Prompt Engineering, ChatGPT, HubSpot CRM, Google Sheets, Workflow Management, Automation, Gmail, AI Workflows, AI Integrations, Unstructured Data, Generative AI
Skills you'll gain: Data Structures, Development Environment, Program Development, C++ (Programming Language), Debugging, Programming Principles, Computer Programming Tools, Computer Programming, Data Management, Computational Logic
Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Data Analysis, Graphing, Python Programming
Skills you'll gain: Spatial Data Analysis, Spatial Analysis, GIS Software, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Vector Databases, Data Mapping, Data Management, Data Access
AI CERTs
Skills you'll gain: Responsible AI, AI Security, Data Ethics, Accountability Frameworks, Ethical Standards And Conduct, Compliance Training, Business Ethics, Governance, Law, Regulation, and Compliance, Regulation and Legal Compliance, Legal Risk, Regulatory Compliance, Compliance Management, Data Governance, Artificial Intelligence, Regulatory Requirements, Accountability, AI literacy, General Data Protection Regulation (GDPR), Governance Risk Management and Compliance
Skills you'll gain: Usability, Hypertext Markup Language (HTML), Front-End Web Development, User Experience Design, Browser Compatibility, User Interface (UI), User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Semantic Web, Web Design and Development, Javascript, Web Design, Debugging, Web Applications, Extensible Languages and XML, Development Testing
Skills you'll gain: Middleware, File Transfer Protocol (FTP), Oracle Databases, Data Integration, Integration Testing, Systems Integration, Development Testing, Configuration Management, File Management
Skills you'll gain: LLM Application, Large Language Modeling, Fine-tuning, AI Personalization, Forecasting, Artificial Intelligence, Natural Language Processing, Business Analysis, Innovation
Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Google Gemini, AI literacy, Google Cloud Platform, Artificial Intelligence, Machine Learning
Skills you'll gain: Packaging and Labeling, Competitive Analysis, Presentations, Design Strategies, Adobe Illustrator, Graphic Design, Branding, Market Analysis, Digital Design, Graphic and Visual Design, Adobe Photoshop, Design Elements And Principles, Personal Development, Ideation, Process Development, Strategic Thinking, Design Research, Professional Development, Creative Thinking
University of California San Diego
Skills you'll gain: Digital pedagogy, Technical Communication, Digital Transformation, Cloud Computing, Computer Science, Hypertext Markup Language (HTML), Cloud Storage, File Transfer Protocol (FTP), Data Analysis, Data Science, Amazon Web Services, SQL
In summary, here are 10 of our most popular applied machine learning courses
- Teaching Reluctant Writers: Johns Hopkins University
- ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet: Vanderbilt University
- C++ Basics and Core Concepts: Packt
- Data Visualization using Plotnine and ggplot: Coursera
- ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
- Responsible AI Principles: AI CERTs
- XHTML Practical - Case Study on XYZ Bank: EDUCBA
- Tibco Rendezvous: Configure, Test & Deploy FTP-RV-JDBC: EDUCBA
- Fine-tuning Language Models for Business Tasks: Coursera
- Introduction to Generative AI - 繁體中文: Google Cloud
