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: Control Systems, Vibrations, Mechanics, Torque (Physics), Global Positioning Systems, Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Trigonometry, Mathematical Modeling, Visualization (Computer Graphics), Differential Equations, Simulation and Simulation Software, Engineering Calculations, Applied Mathematics, Verification And Validation, Engineering, Advanced Mathematics, Algorithms
Skills you'll gain: AI Enablement, Artificial Intelligence, AI Product Strategy, Business Technologies, Complex Problem Solving, Digital Transformation, Technology Strategies, Case Studies, Business Intelligence, Company, Product, and Service Knowledge, Customer experience strategy (CX), Customer Insights, Discussion Facilitation, Emerging Technologies, Responsible AI, Customer Analysis, Machine Learning, B2B Sales, Computer Hardware, Data Analysis
Nanjing University
Skills you'll gain: Music, Classical Music, World Music, Social Studies, Cultural Sensitivity, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet
Universidade de SĆ£o Paulo
Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
Multiple educators
Skills you'll gain: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
IESE Business School
Skills you'll gain: Financial Management, Financial Acumen, Financial Data, Management Accounting, Finance, Profit and Loss (P&L) Management, Business Metrics, Business Analysis
Edureka
Skills you'll gain: Data Transformation, Machine Learning Methods
The Museum of Modern Art
Skills you'll gain: Literacy, Teaching, Liberal Arts, Instructing, Emotional Intelligence, Creativity, Instructional Strategies, Art History, Student Engagement, Classroom Management, Self-Awareness, Curriculum Planning, Lesson Planning, Research, Learning Styles, Empathy, Social Studies
National Taiwan University
Skills you'll gain: Autodesk Revit, Building Information Modeling, AutoCAD, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Data Integration
Skills you'll gain: Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Automation, Application Development
University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, Data Infrastructure, Data Processing, Distributed Computing, Performance Tuning, Scalability, Data Storage, Python Programming
University of Colorado Boulder
Skills you'll gain: Global Positioning Systems, Mechanics, Linear Algebra, Numerical Analysis, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Verification And Validation, Advanced Mathematics, Algorithms
In summary, here are 10 of our most popular applied machine learning courses
- Spacecraft Dynamics and Control:Ā University of Colorado Boulder
- IntelĀ® AI Fundamentals:Ā Intel
- Chinese Culture and Contemporary China :Ā Nanjing University
- Processamento Neural de Linguagem Natural em PortuguĆŖs I:Ā Universidade de SĆ£o Paulo
- DeepLearning.AI Data Engineering:Ā DeepLearning.AI
- Finance for Managers:Ā IESE Business School
- Advanced Microsoft Power BI:Ā Edureka
- Art & Inquiry: Museum Teaching Strategies For Your Classroom:Ā The Museum of Modern Art
- BIM Application for Engineers:Ā National Taiwan University
- Natural Language Processing in Microsoft Azure:Ā Microsoft
