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
Universidad de los Andes
Skills you'll gain: Data Integration, Data Literacy, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Data Science, Data Management, Pandas (Python Package), Predictive Modeling, Python Programming
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Theoretical Computer Science, Applied Mathematics, Algorithms, Cryptography, Relational Databases, Data Management
University of California, Irvine
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, Big Data, Analytical Skills, Business Analysis, Business Analytics, Cloud Computing Architecture, Cloud Engineering
Skills you'll gain: Computer Programming, Programming Principles, Data Import/Export, Data Structures, Integrated Development Environments, Python Programming, Computer Science
Skills you'll gain: Cloud Management, Microsoft Azure, Cloud Computing Architecture, Cloud Computing, Cloud Services, Infrastructure As A Service (IaaS), Infrastructure as Code (IaC), Cloud Security, System Monitoring, Role-Based Access Control (RBAC), Scalability
Skills you'll gain: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
Skills you'll gain: Writing, Writing and Editing, Storytelling, Honesty, Journalism, Journals, Editing, Content Creation, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Investigation, Self-Motivation, Proofreading, Self-Discipline, Creativity, Resilience, Mindfulness, Peer Review
Skills you'll gain: OpenAI API, Prompt Engineering, Data Analysis, Generative AI, Data Visualization Software, Analysis, Data Manipulation, Artificial Intelligence, Python Programming
Simplilearn
Skills you'll gain: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Computer Programming, Computer Science, Performance Tuning
Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, Multimodal Prompts, Tool Calling, Calendar Management, Machine Learning Methods, Scheduling, AI Security, Text Mining, Classification Algorithms, JSON
LearnKartS
Skills you'll gain: Stress Management, Resilience, Personal Development, Professional Development, Workforce Development, Workforce Management, Mental Health
In summary, here are 10 of our most popular applied machine learning courses
- Integración y preparación de datos: Universidad de los Andes
- Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani
- Identifying the Right Role for Yourself: University of California, Irvine
- Python Basic Structures: Lists, Strings, and Files: Codio
- Cloud Computing Essentials with Azure Management: Microsoft
- The STATA OMNIBUS: Regression and Modelling with STATA: Packt
- Creative Essay Writing: Explore the Personal & Powerful: Skillshare
- GenAI for Data Analysis : OpenAI Assistant API : Coursera
- Data Analytics with Python: Simplilearn
- Data Structures and Algorithms (I): Tsinghua University
