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
Skills you'll gain: Stored Procedure, Microsoft SQL Servers, Database Design, Transaction Processing, SQL, Databases, Relational Databases, Database Development, Database Application, User Interface (UI), System Configuration, UI Components, System Implementation
Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering Design Process, Computer-Aided Design, Thermal Management, Numerical Analysis, Scientific Visualization, Software Design, Mechanics, Analytics, Physics, Software Installation, Computer Systems
Skills you'll gain: Microsoft SQL Servers, Database Design, Relational Databases, Stored Procedure, SQL, Databases, Loyalty Programs, Enterprise Application Management, Database Management, Workflow Management, Transaction Processing, Customer Data Management, Data Integrity
University of Michigan
Skills you'll gain: Sampling (Statistics), Data Visualization, Plot (Graphics), Data Literacy, Statistics, Matplotlib, Seaborn, Probability & Statistics, Jupyter, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Box Plots, Histogram, Python Programming
EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation
Skills you'll gain: Agentic systems, Generative AI, Responsible AI, AI Security, AI Workflows, Artificial Intelligence, Prompt Engineering, LLM Application, LangChain, Data Ethics, Restful API, Automation, Natural Language Processing, Python Programming
Skills you'll gain: Fund Accounting, Financial Reporting, Accounting, Compliance Reporting, Regulatory Requirements, Investment Management, Accruals, Private Equity, Financial Statements, Business Valuation, Equities, Reconciliation, Return On Investment, Performance Measurement
Skills you'll gain: Behavioral Economics, Investments, Financial Analysis, Investment Management, Financial Market, Finance, Portfolio Management, Decision Making, Portfolio Risk, Market Dynamics, Asset Management, Economics, Risk Analysis, Probability & Statistics
DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Image Analysis, Convolutional Neural Networks, Responsible AI, Data Ethics, Unsupervised Learning, Information Privacy, Data Synthesis
Skills you'll gain: Cash Flow Forecasting, Cash Management, Cash Flows, Financial Forecasting, Working Capital, Accounting and Finance Software, QuickBooks (Accounting Software), Financial Modeling
Skills you'll gain: SketchUp (3D Modeling Software), Visualization (Computer Graphics), 3D Modeling, Conceptual Design, Design Thinking, Layout Design, Spatial Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Apply SQL Server to Build a Movie Booking System:Â EDUCBA
- ANSYS FLUENT - FUNDAMENTALS OF CFD:Â Coursera
- Implement SQL Server Loyalty Points Management System:Â EDUCBA
- Understanding and Visualizing Data with Python:Â University of Michigan
- Introduction to Portfolio Construction and Analysis with Python:Â EDHEC Business School
- Building Agentic AI Systems:Â Packt
- Apply Fund Accounting for Mutual and Hedge Funds:Â EDUCBA
- Analyze Investor Behavior with Behavioral Finance:Â EDUCBA
- Evaluate and Apply Ethical AI Models:Â Coursera
- Apply Generative Adversarial Networks (GANs):Â DeepLearning.AI
