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 Colorado Boulder
Skills you'll gain: File I/O, C and C++, Load Balancing, Communication Systems
Skills you'll gain: Education Software and Technology, Collaborative Software
Skills you'll gain: Backlogs, Product Roadmaps, Sprint Planning, Agile Product Development, Product Management, Product Strategy, Product Planning, Product Requirements, User Story, Prioritization, Stakeholder Communications
Alignor
Skills you'll gain: Influencing, Conflict Management, Diversity Awareness, Collaboration, Diversity and Inclusion, Cultural Diversity, Decision Making, Team Management, Workplace inclusivity, Discussion Facilitation, Communication, Leadership, Negotiation, Interactive Learning, Active Listening
Università di Napoli Federico II
Skills you'll gain: Robotics, Simulation and Simulation Software
Skills you'll gain: Azure Synapse Analytics, Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Real Time Data, Power BI, Data Warehousing, Analytics, Apache Spark, Data Modeling, SQL Server Integration Services (SSIS), PySpark, Data Pipelines, Data Transformation, Debugging
Skills you'll gain: Marketing Strategies, Digital Marketing, Competitive Analysis, Marketing Effectiveness, Marketing Planning, Performance Analysis, Case Studies, Business Strategies, Digital Advertising, Market Analysis, Advertising Campaigns, Consumer Behaviour, Mobile Banking, Analysis
Vanderbilt University
Skills you'll gain: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
Skills you'll gain: Query Languages, Databases
Skills you'll gain: Object Oriented Programming (OOP), Code Review, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Scalability, Programming Principles, Software Development Tools, Python Programming, Debugging
Packt
Skills you'll gain: NumPy, Scientific Visualization, Data Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software, Data Analysis
Skills you'll gain: Selenium (Software), JUnit, HTML and CSS, Test Automation, Software Testing, Test Script Development, Web Development, Software Quality Assurance, Continuous Integration, Java, Test Execution Engine, Object Oriented Programming (OOP), Debugging
In summary, here are 10 of our most popular applied machine learning courses
- Parallel Computing with MPI:Â University of Colorado Boulder
- Use Genially to Create Award Certificates:Â Coursera
- Product Management Cert: Agile, Scrum & Product Owner:Â Packt
- Leading Diverse Teams:Â Alignor
- Robotics Foundations I - Robot Modelling: Università di Napoli Federico II
- Microsoft Fabric: Monitor and Optimize an Analytics Solution:Â Whizlabs
- Digital Marketing Strategies: Analyze & Apply:Â EDUCBA
- From Data to Decisions: Making Predictions with AI:Â Vanderbilt University
- SQL Server Course for Beginners with 100+ examples:Â Packt
- Advanced Python and Professional Development:Â Packt
