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
Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Analytics, Natural Language Processing, R Programming
University of Huddersfield
Skills you'll gain: Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Computer Science, Logical Reasoning, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Universidad de los Andes
Skills you'll gain: User Story, LangChain, Unsupervised Learning, Test Automation, Process Analysis, Model Evaluation, Cloud-Native Computing, Continuous Deployment, Android Jetpack, Dashboard, Project Controls, API Design, Software Architecture, Internet Of Things, Software As A Service, Design Thinking, Security Requirements Analysis, Angular, Microservices, Generative AI
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
IIT Guwahati
Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Cloud Computing Architecture, Relational Databases, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Social Network Analysis, Deep Learning, Portfolio Management, Algorithms, Oral Comprehension, Java Programming, C (Programming Language), Matplotlib, Econometrics, R Programming
IIT Roorkee
Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Business Process Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics)
University of Illinois at Urbana-Champaign
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Apache Spark, Large Language Modeling, Database Management, Data Ethics, Supervised Learning, Bayesian Statistics, Data Visualization Software, Cloud Computing, Predictive Modeling, Linear Algebra, Model Evaluation, Model Deployment, Data Governance, Regression Analysis, Data Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Master of Science in Computer Science:Â Ball State University
- BSc Data Science:Â University of Huddersfield
- Business Analytics Graduate Certificate:Â University of Illinois at Urbana-Champaign
- Financial Management Graduate Certificate:Â University of Illinois at Urbana-Champaign
- Graduate Certificate in Digital Marketing:Â University of Illinois at Urbana-Champaign
- Master of Business Administration | iMBA:Â University of Illinois at Urbana-Champaign
- MaestrÃa en IngenierÃa de Software:Â Universidad de los Andes
- Graduate Certificate in Strategic Leadership & Management:Â University of Illinois at Urbana-Champaign
- Bachelor of Science in Data Science & AI:Â IIT Guwahati
- Executive MBA:Â IIT Roorkee
