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
Northeastern University
Skills you'll gain: Responsible AI, Data Ethics, AI Security, Artificial Intelligence, Data Governance, Dependency Analysis, Law, Regulation, and Compliance, Machine Learning, AI literacy, Ethical Standards And Conduct, Data-Driven Decision-Making, Data Integrity, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Data Quality, Risk Management Framework, Model Evaluation, Data Security
The Hong Kong University of Science and Technology
Skills you'll gain: Social Studies, Social Sciences, Big Data, Sociology, Demography, Socioeconomics, Culture, Economics, Data Analysis, Analytics, World History, Quantitative Research
Duke University
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Application Development, Application Programming Interface (API)
Skills you'll gain: Loan Documentation, Banking, Loans, Commercial Banking, Commercial Lending, General Lending, Credit Risk, Operational Analysis, Transaction Processing, Reconciliation, Accounting
Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Exploratory Data Analysis, Analysis, OpenAI, ChatGPT, Data Analysis, Analytics, Data-Driven Decision-Making, E-Commerce, Data Manipulation, Python Programming
Akamai Technologies, Inc.
Skills you'll gain: Application Development, Scripting, Scripting Languages, MySQL, Data Structures, File I/O, Python Programming, Program Development, Databases, Web Applications, SQL, File Management, Programming Principles
Skills you'll gain: Responsible AI, Digital Transformation, Patient Education and Support, Microsoft Azure, Collaborative Software, Health Technology, Patient Communication, Generative AI, Microsoft Teams, Data Ethics, Health Informatics, Healthcare Ethics, Medical Privacy, Care Coordination, Cloud Computing Architecture, Cloud Computing, Cloud Security, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Cloud Infrastructure, Patient-centered Care
Skills you'll gain: Animation and Game Design, Unity Engine, Animations, User Interface (UI), Game Design, Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, C# (Programming Language), Scripting, Physics
Skills you'll gain: Clinical Data Management, Statistical Reporting, Data Sharing, Version Control, Clinical Trials, GitHub, Data Quality, Medical Privacy, Quality Assurance, Risk Analysis, Risk Management, R (Software), Maintainability, DevOps, R Programming, Package and Software Management, Agile Software Development, Agile Methodology
AI CERTs
Skills you'll gain: Mortgage Loans, Loan Origination, Loans, Consumer Lending, Lending and Underwriting, General Lending, Risking, Loan Documentation, Commercial Lending, Banking Services, Banking, Underwriting, Credit Risk, Stakeholder Engagement, Financial Services, Stakeholder Management, Stakeholder Analysis, Finance, Decision Making, Strategic Decision-Making
Skills you'll gain: AI Enablement, AI Product Strategy, Market Research, Financial Forecasting, AI Personalization, Strategic Thinking, Business Solutions, Market Analysis, Market Data, LLM Application, Generative AI, Supply Chain Planning, Strategic Decision-Making, Supply Chain Management, Digital Transformation, Innovation, AI Integrations, Forecasting, Customer Support, Large Language Modeling
In summary, here are 10 of our most popular applied machine learning courses
- Responsible and Ethical AI:Â Northeastern University
- Understanding China, 1700-2000: A Data Analytic Approach, Part 2:Â The Hong Kong University of Science and Technology
- End to End LLMs with Azure:Â Duke University
- Analyze and Manage the Bank Loan Lifecycle:Â EDUCBA
- Data Analysis with OpenAI API: Save time with GenAI:Â Coursera
- Python Scripting Fundamentals:Â Akamai Technologies, Inc.
- Azure AI and Healthcare Cloud Fundamentals:Â Microsoft
- Unity: Create a 2D Jetpack Joyride Clone Game:Â EDUCBA
- Making Data Science Work for Clinical Reporting:Â Genentech
- AI for Video Production:Â AI CERTs
