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
Amazon Web Services
Skills you'll gain: Data-Driven Decision-Making, Data Lakes, Data Storage Technologies, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Data Storage, Amazon Web Services, Machine Learning
Northwestern University
Skills you'll gain: Machine Controls, Robotics, Control Systems, Process Control, Graph Theory, Algorithms, Virtual Environment, Simulation and Simulation Software, Mathematical Modeling, Data Structures, Torque (Physics)
Skills you'll gain: GitHub Copilot, Microsoft Copilot, Prompt Engineering, GitHub, Prompt Patterns, AI Integrations, Development Environment, Software Installation
Amazon Web Services
Skills you'll gain: Infrastructure as Code (IaC), Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Continuous Integration, Data Architecture, AWS Identity and Access Management (IAM), Devops Tools, AWS CloudFormation, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform, Authentications
Skills you'll gain: Open Source Technology, Package and Software Management, Web Development, Linux, Shell Script, Database Design, Ubuntu, Relational Databases, Web Applications, Web Development Tools, Unix Shell, Test Driven Development (TDD), Python Programming, Linux Administration, Databases, Object Oriented Programming (OOP), Object Oriented Design, Scripting Languages, Javascript, Database Management
Skills you'll gain: Electocardiography, Cardiac Dysrhythmia, Cardiac Surgery, Chronic Diseases, Hemodynamics, Patient Education And Counseling, Cardiology, Medical Surgical Nursing, Care Management, Cardiac Stress Testing, Patient Observation, Nursing, Patient Evaluation, Life Support, Electrophysiology, Care Coordination, Patient Education and Support, Anatomy, Physiology, Clinical Nursing
Skills you'll gain: Model Evaluation, Predictive Modeling, Model Optimization, Data Preprocessing, Model Training, Model Deployment, Forecasting, Statistical Analysis, Performance Metric, Machine Learning, Deposit Accounts
Skills you'll gain: Writing, Business Writing, Writing and Editing, Professionalism, Strategic Communication, Communication
University of Washington
Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming
Skills you'll gain: Derivatives, Enterprise Risk Management (ERM), Risk Management Framework, Financial Market, Risk Management, Futures Exchange, Risk Analysis, Financial Services, Financial Trading, Credit Risk, Operational Risk, Market Liquidity, Financial Analysis, Risk Mitigation, Correlation Analysis, Investment Management, Quantitative Research, Probability & Statistics, Market Dynamics, Probability
O.P. Jindal Global University
Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Human Learning, Research Methodologies, Learning Theory, Science and Research, Research, Research Design, Human Development, Scientific Methods, Social Sciences, Culture, Biology, Experimentation, Empathy & Emotional Intelligence, Statistical Analysis, Intelligence Collection and Analysis
Skills you'll gain: Computer Vision, Applied Machine Learning, Digital Signal Processing
In summary, here are 10 of our most popular applied machine learning courses
- Fundamentals of Analytics on AWS:Â Amazon Web Services
- Modern Robotics, Course 4: Robot Motion Planning and Control:Â Northwestern University
- Boost Your Productivity with GitHub Copilot:Â Microsoft
- Data Engineering on AWS - Foundations:Â Amazon Web Services
- Building with Code: Programming Fundamentals and Open Source:Â Illinois Tech
- Medical-Surgical Nursing: Cardiovascular & ECG Essentials:Â Lecturio
- Predictive Models: Build, Explore Data & Deploy:Â EDUCBA
- Build a Job-Ready Professional Resume:Â EDUCBA
- Data Science at Scale - Capstone Project:Â University of Washington
- Financial Risk Management and Market Analysis:Â EDUCBA
