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
DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Image Analysis, Responsible AI, Data Ethics, Model Training, Image Quality, Information Privacy, Data Synthesis
University of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Algorithms, Programming Principles, Python Programming, Computer Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Statistical Inference, Portfolio Risk, Statistical Methods, Pandas (Python Package), Statistical Hypothesis Testing, Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Risk Management, Feature Engineering, Regression Analysis, Financial Analysis, Jupyter, Financial Market, Python Programming, Data Visualization
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Benefits Administration, Compensation Analysis, Compensation Management, Compensation Strategy, Job Evaluation, Data Collection, Compensation and Benefits, Data Visualization, Job Analysis, Data Presentation, Data-Driven Decision-Making, Spreadsheet Software, Data Visualization Software, Human Resource Strategy, Project Management, Communication Planning, Administration, Data Analysis, Microsoft Excel, Program Management
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Mathematical Software, Applied Mathematics, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives
Arizona State University
Skills you'll gain: Persuasive Communication, Writing, Research
LearnQuest
Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming
LearnKartS
Skills you'll gain: Prompt Engineering, Email Automation, Model Context Protocol, Webhook Security, Retrieval-Augmented Generation, AI Integrations, Make.com, AI Workflows, Google Gemini, Automation, Anthropic Claude, OpenAI, Generative AI Agents, No-Code Development, Generative AI, Artificial Intelligence, Vector Databases, Large Language Modeling, Docker (Software), Data Transformation
SkillsBooster Academy
Skills you'll gain: Anthropic Claude, Prompt Engineering, Email Automation, Business Process Automation, Process Design, Workflow Management, Prompt Patterns, Prompt Engineering Tools, Agentic Workflows, AI Orchestration, Business Writing, Automation, Document Management, Generative AI Agents, Generative AI, Business, AI Security, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML)
MedCerts
Skills you'll gain: Healthcare Ethics, Conflict Management, Patient Communication, Cultural Responsiveness, Intercultural Competence, Patient-centered Care, Cultural Diversity, Professionalism, Direct Patient Care, Time Management, Emotional Intelligence, Teamwork, Interpersonal Communications, Communication, Empathy & Emotional Intelligence, Empathy, Ethical Standards And Conduct
University of California San Diego
Skills you'll gain: Big Data, Apache Hadoop, Scalability, Data Processing, Data Science, Distributed Computing, Unstructured Data, Data Infrastructure, Data Analysis, Data Quality, File Systems
Pearson
Skills you'll gain: Psychology, Scientific Methods, Science and Research, Human Learning, Research, Endocrinology, Biology, Mental and Behavioral Health, Research Methodologies, Neurology, Physiology, Anatomy
In summary, here are 10 of our most popular applied machine learning courses
- Apply Generative Adversarial Networks (GANs):Â DeepLearning.AI
- Mathematical Thinking in Computer Science:Â University of California San Diego
- Python and Statistics for Financial Analysis:Â The Hong Kong University of Science and Technology
- ADP Entry-Level Compensation and Benefits Analyst:Â Automatic Data Processing, Inc. (ADP)
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
- Logic and Evidence in Persuasion:Â Arizona State University
- Demand Forecasting Using Time Series:Â LearnQuest
- AI Automation Engineer with n8n:Â LearnKartS
- Claude Skills: Automating Business Workflows:Â SkillsBooster Academy
- Professionalism in Allied Health:Â MedCerts
