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
Rice University
Skills you'll gain: Basic Electrical Systems, Electrical Engineering, electromagnetics, Physics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Problem Solving, Applied Mathematics, Advanced Mathematics, Electronic Components, Mathematical Theory & Analysis, Calculus, Differential Equations, Integral Calculus, Trigonometry, Derivatives
Google Cloud
Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Lakes, Data Governance, Model Deployment, Real Time Data, Dataflow, Apache Kafka, Data Warehousing, MLOps (Machine Learning Operations), Apache Spark, Tensorflow, Data Infrastructure, Data Migration, Data Architecture, Extract, Transform, Load, Unstructured Data, Data Processing, Data Quality, Big Data
Skills you'll gain: Process Mapping, Operational Efficiency, Business Operations, Operations Management, Operational Analysis, Process Management, Business Process, Business Process Improvement, Process Improvement, Customer experience improvement, Growth Strategies, Technology Strategies
The University of Edinburgh
Skills you'll gain: Physics, Laboratory Research, Mechanics, Experimentation, Mathematical Modeling, electromagnetics, General Science and Research, Applied Mathematics
Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Statistical Hypothesis Testing, Statistical Analysis, Analysis, Statistical Inference, Process Analysis, Correlation Analysis, Data Analysis, Probability & Statistics, Risk Analysis, Regression Analysis, Sample Size Determination, Sampling (Statistics)
Skills you'll gain: Professional Development, Leadership, Business Planning, Organizational Effectiveness, Strategic Planning
University of California, Irvine
Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Cloud Computing, Market Analysis, Supervised Learning, Classification Algorithms
Tecnológico de Monterrey
Skills you'll gain: Negotiation, Emotional Intelligence, Communication, Conflict Management, Relationship Building, Interpersonal Communications, Collaboration, Empathy, Active Listening, Critical Thinking
Universidad Nacional Autónoma de México
Skills you'll gain: Artificial Intelligence, Social Sciences, Psychology, Human Learning, Human Development, Sociology, Theoretical Computer Science, Human Factors, Human Machine Interfaces, Research, Cognitive Behavioral Therapy, Scientific Methods, Science and Research, Robotics
Peking University
Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Computational Thinking, Combinatorics, Graph Theory, Applied Mathematics, Mathematical Theory & Analysis, Data Structures, Design Strategies, Operations Research, Bioinformatics, Probability Distribution
École Polytechnique
Skills you'll gain: Numerical Analysis, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Materials science, Mathematical Modeling, Laboratory Research, Differential Equations, Medical Imaging, Physics
University of Copenhagen
Skills you'll gain: Data Literacy, digital literacy, Personally Identifiable Information, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Journalism, Data Sharing, Big Data, Information Privacy, Data-Driven Decision-Making, Data Security, Law, Regulation, and Compliance, Data Collection, Algorithms
In summary, here are 10 of our most popular applied machine learning courses
- Physics 102 - AC Circuits and Maxwell's Equations: Rice University
- Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
- Fundamentals of Operations, with Goldman Sachs 10,000 Women: Goldman Sachs
- The Discovery of the Higgs Boson: The University of Edinburgh
- The Analyze Phase for the 6 σ Black Belt: Kennesaw State University
- Fundamentals of Leadership, with Goldman Sachs 10,000 Women: Goldman Sachs
- Data Warehousing and Business Intelligence: University of California, Irvine
- Negotiation Skills and Effective Communication : Tecnológico de Monterrey
- Cognición encarnada: Universidad Nacional Autónoma de México
- 算法设计与分析 Design and Analysis of Algorithms: Peking University
