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
University of Michigan
Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Bayesian Statistics, Data Visualization, Data Literacy, Statistics, Matplotlib, Statistical Software, Probability & Statistics, Model Evaluation, Seaborn, Statistical Analysis, Jupyter, Statistical Programming, Statistical Machine Learning, Regression Analysis, Python Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Prompt Engineering, Vibe coding, HTML and CSS, Generative AI, Web Development, Python Programming, Data Analysis, Artificial Intelligence, Data Science, Program Development, Simulations, Debugging
Skills you'll gain: Data Visualization, Data Structures
Skills you'll gain: Portfolio Risk
Coursera
Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Lead Generation, Customer Relationship Management, Sales Management, Sales Pipelines, Sales Development, Customer Data Management, Marketing Automation, Return On Investment, Salesforce, Data Management, Data Entry, Data Strategy, Data Import/Export
Skills you'll gain: Performance Tuning, Database Design
Skills you'll gain: Trend Analysis, Financial Data, Market Trend, Data-Driven Decision-Making, Financial Analysis, Data Visualization, Technical Analysis, Financial Market, Matplotlib, Financial Modeling, Correlation Analysis, Pandas (Python Package), Python Programming, Data Manipulation, Jupyter, Data Structures, Data Import/Export
Skills you'll gain: Selenium (Software), Software Testing, Test Automation
Technical University of Munich (TUM)
Skills you'll gain: Lean Manufacturing, Quality Improvement, Production Schedule, Production Process, Kaizen Methodology, Quality Management, Production Management, Continuous Improvement Process, Lean Methodologies, Lean Six Sigma, Process Improvement, Scheduling, Quality Control, Operational Efficiency, Process Analysis, Business Process Management, Kanban Principles, Workflow Management, Capacity Management
Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Data Infrastructure, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Operational Databases, Real Time Data, System Monitoring
University of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Python Programming, Computer Science, Program Development
Skills you'll gain: GitHub, Git (Version Control System), Open Source Technology, Version Control, Software Development Tools, File Management, Collaborative Software, System Configuration, Software Documentation
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- Statistics with Python:Â University of Michigan
- AI Code Generation for Everyone:Â The Hong Kong University of Science and Technology
- Python for Data Analysis: Step-By-Step with Projects:Â Packt
- Analyze Financial Markets with Technical Analysis:Â EDUCBA
- Manage Leads with HubSpot:Â Coursera
- Build JDBC-Based Employee Management Systems in Java:Â EDUCBA
- Apply Python for Practical Financial Data Analysis:Â EDUCBA
- Master XPath Fundamentals for XML Navigation:Â EDUCBA
- Advanced Lean Production & Continuous Improvement:Â Technical University of Munich (TUM)
- Getting Started with Azure Data Solutions:Â Whizlabs
