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
Universidad Nacional Autónoma de México
Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Extract, Transform, Load, Plot (Graphics), Data Analysis, NumPy, Data Visualization Software, Package and Software Management, Time Series Analysis and Forecasting, Data Science, Python Programming, Analysis, Jupyter, Graphing, Data Wrangling, Data Processing, Software Installation, Computational Thinking, Mac OS
Arizona State University
Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Data Analysis, Sustainability Reporting, Spreadsheet Software, Professional Development, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Environmental Policy, Vendor Contracts, Goal Setting, Business Writing, Project Management
LearnQuest
Skills you'll gain: Continuous Delivery, Test Driven Development (TDD), Unit Testing, Continuous Deployment, Continuous Integration, Test Script Development, Program Development, CI/CD, Agile Methodology, Test Automation, Development Testing, Mockups, Test Case, Agile Software Development, Software Testing, Debugging, Software Development, Python Programming, Version Control, Requirements Analysis
University of Colorado Boulder
Skills you'll gain: Machine Controls, Robotics, Control Systems, Engineering, Scientific, and Technical Instruments, Spatial Data Analysis, Applied Mathematics, Linear Algebra, Python Programming, Algorithms
Skills you'll gain: Kaizen Methodology, Process Improvement, Quality Improvement, Change Management, Organizational Change, Continuous Improvement Process, Lean Manufacturing, Lean Methodologies, Continuous Quality Improvement (CQI), Waste Minimization, Organizational Skills, Innovation, Employee Engagement, Culture
Università Bocconi
Skills you'll gain: Sustainable Systems, Innovation, Competitive Analysis, Land Management, Sustainable Development, Food and Beverage, Corporate Sustainability, Market Dynamics, Business, Sustainable Business, Supply Chain Management, Supply Chain, Environment and Resource Management, Environmental Issue, Food Quality Assurance And Control, Climate Change Adaptation, Business Modeling, Emerging Technologies, Economics, Product Knowledge
University of California, Irvine
Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Cloud Computing, Unstructured Data, Analytics, Business Analytics, Data Science, Data Analysis, Trend Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning
Skills you'll gain: Commercial Banking, Banking Services, Bank Regulations, Commercial Lending, Banking, Financial Regulation, General Lending, Loans, Lending and Underwriting, Financial Regulations, Cash Management, Payment Systems, Regulatory Compliance, Regulatory Requirements, Deposit Accounts, Financial Services, Credit Risk, Working Capital, Payment Processing and Collection, Payment Processing
Skills you'll gain: Bookkeeping, Variance Analysis, Dashboard, Budget Management, Financial Analysis, Data Storytelling, Data Presentation, Financial Modeling, Financial Statements, Dashboard Creation, Financial Statement Analysis, Excel Macros, Microsoft Excel, Competitive Analysis, Risk Modeling, Interviewing Skills, Excel Formulas, Spreadsheet Software, Financial Reporting, Data Visualization
Coursera
Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing
Skills you'll gain: International Financial Reporting Standards, Profit and Loss (P&L) Management, Business Valuation, Consolidation, Technical Accounting, Financial Reporting, Standard Accounting Practices, Financial Analysis, Financial Accounting, Mergers & Acquisitions, Financial Statement Analysis, Accounting, Balance Sheet, Financial Statements, Equities
Skills you'll gain: Competitive Analysis, Value Propositions, Growth Strategies, Business Development, Business Strategy, Customer Analysis, Consumer Behaviour, Target Market, Customer Insights, Competitive Intelligence, Market Research, Market Analysis, Target Audience
In summary, here are 10 of our most popular applied machine learning courses
- Python: de cero a analista de datos: Universidad Nacional Autónoma de México
- Sustainability Analyst Fundamentals:Â Arizona State University
- Test-Driven Development:Â LearnQuest
- Robotic Mapping and Trajectory Generation:Â University of Colorado Boulder
- Apply Kaizen & Master Defect Management with HP QC:Â EDUCBA
- Challenges of Agribusiness Management: Università Bocconi
- Natural Language Processing and Capstone Assignment:Â University of California, Irvine
- Analyze & Apply Commercial Banking Operations:Â EDUCBA
- Excel Financial Modeling Mastery: In-Depth Training:Â Coursera
- Vision & Audio AI Systems:Â Coursera
