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 Glasgow
Skills you'll gain: AI literacy, Responsible AI, Data Ethics, digital literacy, Generative AI, AI Integrations, Artificial Intelligence, Ethical Standards And Conduct, Research, Intellectual Property
Skills you'll gain: Security Controls, Scalability, Azure Synapse Analytics, Data Pipelines, Databases, Microsoft Azure, Data Governance, Extract, Transform, Load, Data Lakes, Databricks, NoSQL, Data Processing, Cloud Management, Big Data, Apache Spark, Dashboard Creation, Interactive Data Visualization, Large Language Modeling, Applied Machine Learning, Model Training
Rice University
Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Portfolio Risk, Financial Market, Investment Management, Asset Management, Consumer Behaviour, Market Dynamics, Capital Markets, Decision Making, Finance, Market Analysis, Financial Trading, Equities, Securities Trading
Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Engineering Tools, Data Import/Export, Stored Procedure, Data Sharing, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface, Application Deployment
Fractal Analytics
Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning
Johns Hopkins University
Skills you'll gain: Generative Adversarial Networks (GANs), AI Security, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Reinforcement Learning, Model Optimization, Data Synthesis
Rice University
Skills you'll gain: File I/O, Data Persistence, Development Environment, Data Access, Data Structures, Data Storage, Python Programming, Program Development, Integrated Development Environments, Scripting Languages, Debugging
Amazon Web Services
Skills you'll gain: Software Architecture, Amazon DynamoDB, Database Management, Cloud Applications, Databases, Amazon Web Services, Event-Driven Programming, API Gateway, Cloud Development, Serverless Computing, Python Programming, Cloud API, Application Deployment, Service Oriented Architecture, Microservices, Programming Principles, Scripting Languages, Application Development, Web Development, Automation
Skills you'll gain: Video Editing, Adobe Premiere, Video Production, Post-Production, Photo/Video Production and Technology, Timelines, Editing, File Management
Skills you'll gain: Mergers & Acquisitions, Business Valuation, Financial Modeling, Due Diligence, Financial Forecasting, Investment Banking, Financial Analysis, Corporate Strategy, Revenue Forecasting, Balance Sheet, Cash Flow Forecasting, Financial Statement Analysis, Case Studies, Accounting Records, Financial Statements, Risk Modeling, Technical Accounting, Risk Management, Corporate Finance, Business Strategies
Skills you'll gain: Typography, Color Matching, AI powered creativity, Adobe Creative Cloud, Graphical Tools, Creative Design, Graphics Software
Fundação Instituto de Administração
Skills you'll gain: Sales Management, Sales Strategy, Sales Process, Sales, Business Planning, Customer Analysis, Business Strategy, Cross-Functional Collaboration, Competitive Intelligence, Customer Relationship Building, Corporate Strategy, Goal Setting
In summary, here are 10 of our most popular applied machine learning courses
- Generative AI for Students: Ethics & Academic Integrity:Â University of Glasgow
- Microsoft Big Data Management and Analytics:Â Microsoft
- Biases and Portfolio Selection:Â Rice University
- Introduction to Modern Data Engineering with Snowflake:Â Snowflake
- Data Frameworks for Generative AI:Â Fractal Analytics
- Securing AI and Advanced Topics:Â Johns Hopkins University
- Python Data Representations:Â Rice University
- Developing Applications in Python on AWS:Â Amazon Web Services
- Premiere Pro Pt. 1 — Getting Started & Editing Basics: Skillshare
- Mergers, Acquisitions and Restructuring:Â EDUCBA
