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: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Image Analysis, Model Evaluation, Model Training, Artificial Neural Networks, Fine-tuning, Computer Vision, Model Optimization, Data Preprocessing, Data Processing
Fundação Instituto de Administração
Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Applied Machine Learning, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resource Management, Human Resources Management and Planning, Data Strategy, Workforce Development, Digital Transformation, Machine Learning Methods, Data Engineering, Human Resources, Analytics, Data Science
Eindhoven University of Technology
Skills you'll gain: Electronics Engineering, Electronics, Telecommunications, Electronic Systems, Electronic Components, Hardware Design, Electrical Engineering, Communication Systems, Wireless Networks, Electronic Hardware, Systems Design, Simulation and Simulation Software, Simulations, Laboratory Experience
SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, LLM Application, Generative AI Agents, Make.com, Agentic Workflows, ChatGPT, AI Orchestration, AI Workflows, Generative AI, Agentic systems, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Automation, Creativity, Machine Learning, Content Management, Digital Marketing
Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Predictive Modeling, Data Preprocessing, Statistical Machine Learning, Data-Driven Decision-Making, Machine Learning, Regression Analysis, Classification Algorithms, Data Analysis, Analysis, Data Modeling, Data Visualization Software, Data Visualization, Plot (Graphics)
Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Advanced Mathematics, Mathematical Modeling, Algebra, Derivatives, Geometry
University of Michigan
Skills you'll gain: Data Structures, Design Software, 3D Modeling, Computational Logic, Computer Graphics, Visualization (Computer Graphics), Design, Programming Principles, Python Programming, Animations, Scripting, Computer Programming, Scripting Languages
Kennesaw State University
Skills you'll gain: Team Management, Team Performance Management, Management Training And Development, Team Building, Meeting Facilitation, Conflict Management, Team Leadership, Six Sigma Methodology, Lean Six Sigma, Discussion Facilitation, Project Management, Communication, Communication Strategies
Interplay Learning
Skills you'll gain: HVAC, Basic Electrical Systems, Building Services Engineering, Thermal Management, Mechanical Engineering, Facility Repair And Maintenance, Maintenance, Repair, and Facility Services, Test Equipment, Safety Standards, Facility Management and Maintenance
University of Glasgow
Skills you'll gain: Special Education, Diversity Awareness, Disabilities, Teaching, Pedagogy, Individualized Education Programs (IEP), Cultural Diversity, Instructional Strategies, Diversity Equity and Inclusion Initiatives, Social Justice, Public Policies
Duke University
Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Infant Care, Social Sciences, Data Collection, Anthropology, Human Development, Motion Arguments, Culture, Nutrition and Diet, Community Health, Life Sciences, Environment, Biology, Education and Training
Skills you'll gain: Risk Control
In summary, here are 10 of our most popular applied machine learning courses
- Building and Training Neural Networks with PyTorch: Packt
- Análise de Dados para Workforce Management: Fundação Instituto de Administração
- RF and millimeter-Wave Circuit Design: Eindhoven University of Technology
- Building Basic AI Agents: SkillsBooster Academy
- Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
- Calculus through Data & Modeling: Differentiation Rules: Johns Hopkins University
- Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
- Team Management for the 6 σ Black Belt: Kennesaw State University
- HVAC Systems: Interplay Learning
- Diversity and Inclusion in Education: University of Glasgow
