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: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Engineering Tools, Data Import/Export, Stored Procedure, Data Sharing, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface, Application Deployment
The State University of New York
Skills you'll gain: Job Analysis, Adaptability, Professional Development, Dealing With Ambiguity, Personal Development, Lifelong Learning, Branding, Gap Analysis, Competitive Analysis, Self-Awareness, Dashboard, Portfolio Management, Goal Setting
Skills you'll gain: Amazon Web Services, Database Development, Database Administration, Database Design, Amazon CloudWatch, Amazon DynamoDB, Oracle Databases, Amazon Redshift, Data Migration, Database Architecture and Administration, Database Management, Database Systems, Database Management Systems, Disaster Recovery, Databases, Relational Databases, AWS Identity and Access Management (IAM), Network Model, NoSQL, AWS CloudFormation
Siemens
Skills you'll gain: Safety Standards, Robotics, Machine Controls, Safety Assurance, Mechanical Design, Automation, Control Systems, Program Development, Manufacturing and Production, Performance Testing, Human Machine Interfaces, Programming Principles, Human Factors, Risk Management Framework, Systems Of Measurement
Johns Hopkins University
Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Data Modeling, Systems Of Measurement, Correlation Analysis, Regression Analysis, Trigonometry
University of Michigan
Skills you'll gain: Generative AI, Responsible AI, AI literacy, Risking, AI Security, Social Impact, Intellectual Property, Leadership and Management, Data Quality
University of Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, Performance Tuning, Systems Analysis, Electronic Hardware, Hardware Design, Electronic Systems, Systems Design, Hardware Architecture, System Software, Electrical and Computer Engineering, Requirements Analysis, System Programming, Reliability, Service Level
Johns Hopkins University
Skills you'll gain: C and C++, C++ (Programming Language), Hardware Architecture, Programming Principles, Computer Architecture, OS Process Management, Data Access, Program Development, Algorithms, Python Programming, Data Sharing, Development Environment
University of Minnesota
Skills you'll gain: Enterprise Resource Planning, Business Systems, Change Management, Business Software, Organizational Change, System Implementation, IT Management, Enterprise Application Management, Business Process, Business Process Management, Case Studies, Business Management, Business Strategy
Skills you'll gain: Retail Management, Retail Store Operations, Merchandising, Customer Analysis, Customer Insights, Promotional Strategies, Strategic Marketing, Market Intelligence, Integrated Marketing Communications, Consumer Behaviour, Marketing, Promotions and Campaigns, Strategic Planning, Marketing Communications, Operations Management, Financial Management, Analysis, Organizational Structure
Rice University
Skills you'll gain: Portfolio Management, Investment Management, Performance Measurement, Portfolio Risk, Performance Analysis, Return On Investment, Investments, Financial Market, Financial Analysis, Risk Analysis, Wealth Management, Analysis, Benchmarking
DeepLearning.AI
Skills you'll gain: Software Documentation, LLM Application, Collaborative Software, Software Testing, Technical Documentation, Large Language Modeling, AI Integrations, Dependency Analysis, Security Testing, AI literacy, Package and Software Management, Debugging, Software Engineering
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Modern Data Engineering with Snowflake:Â Snowflake
- Strategic Career Self-Management:Â The State University of New York
- AWS Database Specialty Certification:Â EDUCBA
- Basics of Robotics:Â Siemens
- Precalculus: Mathematical Modeling:Â Johns Hopkins University
- Generative AI: Fundamentals, Applications, and Challenges:Â University of Michigan
- Real-Time Embedded Systems:Â University of Colorado Boulder
- Introduction to Concurrent Programming with GPUs:Â Johns Hopkins University
- Enterprise Systems:Â University of Minnesota
- Retail Management: Analyze, Plan & Strategize:Â EDUCBA
