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
Vanderbilt University
Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Algorithms, Scalability
Infosec
Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages
Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Deployment, Infrastructure Architecture, Cloud Computing, Cloud Platforms, Private Cloud, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Cloud Management, Cloud Services, Network Architecture, Virtualization and Virtual Machines, Command-Line Interface, Firewall, Network Routing
Duke University
Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Image Analysis, Data Processing, Data Science, Programming Principles, Text Mining, File I/O, Computer Programming, Data Dictionary, Data Manipulation, Performance Tuning, Python Programming, Probability Distribution
University of Michigan
Skills you'll gain: Programming Principles, Program Development, Computer Programming, Python Programming, Software Installation, Data Storage, Development Environment
Skills you'll gain: Data Structures, Generative AI, Test Driven Development (TDD), Integration Testing, Cloud Deployment, Development Testing, Python Programming, Object Oriented Programming (OOP), Serverless Computing, Cloud Computing, Microsoft Azure, Graph Theory, Software Documentation, Object Oriented Design, Maintainability, Code Review, Software Design, Application Deployment
Rice University
Skills you'll gain: Physics, Applied Mathematics, Advanced Mathematics, Physical Science, Calculus, Linear Algebra, Integral Calculus, Problem Solving
Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Portfolio Management, Revenue Forecasting, Financial Analysis, Cash Flows, Financial Modeling, Investment Management, Income Statement, Pharmaceuticals, Financial Data, Business Valuation, Cash Flow Forecasting, Financial Reporting, Equities, Balance Sheet, Profit and Loss (P&L) Management, Financial Forecasting, Private Equity
Skills you'll gain: Social Media Marketing, Social Media, Social Media Content, Social Media Strategy, Photo Editing, Marketing, Photo/Video Production and Technology, Graphics Software, Graphic and Visual Design Software, Graphical Tools, Graphic Design, Computer Graphic Techniques, Entrepreneurship, Business
Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Quality Assurance, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling
Skills you'll gain: Ansible, Infrastructure as Code (IaC), Devops Tools, YAML, IT Automation, Docker (Software), Containerization, Amazon Elastic Compute Cloud, Data Security, Encryption, Python Programming, Performance Tuning, Configuration Management
Skills you'll gain: Model Evaluation, Model Training, AI Security, AI literacy, Testability, Feature Engineering, Statistical Methods, Responsible AI, Model Optimization, Predictive Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Predictive Modeling, Data Preprocessing, Data Science, Data Visualization, Machine Learning Algorithms, Python Programming, Data Management
In summary, here are 10 of our most popular applied machine learning courses
- The History and Relevance of the Rise of Generative AI:Â Vanderbilt University
- Python for Active Defense:Â Infosec
- Essential Cloud Infrastructure: Foundation - 日本語版: Google Cloud
- Data Science with NumPy, Sets, and Dictionaries:Â Duke University
- Programação para todos (Conceitos básicos de Python): University of Michigan
- Advanced Python Development Techniques:Â Microsoft
- Physics of Geometrical and Physical Optics:Â Rice University
- Equity Valuation and Portfolio Analysis:Â EDUCBA
- Introduction to PicsArt for Social Media Marketing:Â Coursera
- Fine-Tuning and Evaluating Vision AI Models:Â Coursera
