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 Pittsburgh
Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
Google Cloud
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Model Evaluation, Data Quality, Data Validation
University of Colorado Boulder
Skills you'll gain: Code Reusability, Data Manipulation, Functional Design, Data Science, Python Programming, Programming Principles, Computer Programming, Software Engineering
Skills you'll gain: Unity Engine, User Interface (UI), 3D Assets, Virtual Environment, Game Design, User Interface (UI) Design, Video Game Development, Debugging, Animation and Game Design, Computer Graphics, Interactive Design, Environment, Design, Scripting, Interactive Learning, Visual Design, Mechanics
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
Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Customer Analysis, Competitive Intelligence, Responsible AI, Generative AI, Market Intelligence, Customer Insights, Market Trend, Trend Analysis, Analytics, Data Analysis
Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Human Factors, Decision Making, Human Learning, Human Computer Interaction, Mental Concentration, Human Machine Interfaces, Learning Theory, Usability, Memory Management, Human Centered Design
Skills you'll gain: LangChain, Prompt Engineering, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, Tool Calling, Embeddings, OpenAI API, ChatGPT, Google Gemini, AI Workflows, Generative AI Agents, Token Optimization, Agentic Workflows
University of Glasgow
Skills you'll gain: ChatGPT, Generative AI, Large Language Modeling, Generative Model Architectures, LLM Application, Natural Language Processing, Responsible AI, Embeddings, Data Ethics, Model Evaluation, Model Training, Risk Management Framework
Skills you'll gain: Lending and Underwriting, Real Estate, Property and Real Estate, Commercial Lending, Financial Statement Analysis, Financial Statements, Project Finance, Income Statement, Credit Risk, Financial Modeling, Commercial Real Estate, Financial Analysis, Real Estate Sales, Cash Flow Forecasting, Profit and Loss (P&L) Management, Loans, Lease Contracts, Cash Flows, Risk Analysis, Cost Estimation
Corporate Finance Institute
Skills you'll gain: Business Valuation, Financial Analysis, Financial Modeling, Capital Budgeting, Financial Statement Analysis, Financial Forecasting, Cash Flow Forecasting, Cash Flows, Equities, Mergers & Acquisitions, Reconciliation, Forecasting, Competitive Analysis, Excel Formulas, Microsoft Excel, Presentations
KodeKloud
Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Command-Line Interface, Software Installation
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Bayesian Methods and Applications:Â University of Pittsburgh
- Responsible AI for Developers: Fairness & Bias:Â Google Cloud
- Introduction to Python Functions:Â University of Colorado Boulder
- Unity Game Development: Build and Design Pipe Runner:Â EDUCBA
- What are GPTs and How can they work for my business?:Â Coursera
- GenAI for Market Research Analysts:Â Coursera
- Human Cognitive Capacities & Limitations:Â Arizona State University
- Introduction to Retrieval Augmented Generation (RAG):Â Coursera
- Generative Pre-trained Transformers (GPT):Â University of Glasgow
- Real Estate Finance & Credit Analysis:Â EDUCBA
