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
Northeastern University
Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Data Literacy, Statistical Methods, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Correlation Analysis, Mathematical Modeling, Applied Mathematics
Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Investment Management, Financial Market, Risk Management, Market Liquidity, Risk Management Framework, Risk Analysis, Investments, Finance, Performance Measurement, Construction, Construction Management, Advanced Analytics, Budgeting, Performance Testing, Stress Management, Analytics, Design
Skills you'll gain: Microsoft Office, Document Management
The Hong Kong University of Science and Technology
Skills you'll gain: Bayesian Statistics, Analysis, Computer Science
Coursera
Skills you'll gain: Databricks, Generative AI, Prompt Engineering, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Model Deployment, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Acceptance Testing
Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning
Board Infinity
Skills you'll gain: Application Programming Interface (API), API Gateway, GraphQL, API Design, Restful API, OAuth, Software Documentation, Authentications, Debugging, Real Time Data, Authorization (Computing)
The Hong Kong University of Science and Technology
Skills you'll gain: Computational Logic, Logical Reasoning, Theoretical Computer Science, Deductive Reasoning, Mathematics and Mathematical Modeling, Computer Science, Algorithms
Skills you'll gain: GitHub Copilot, LLM Application, Large Language Modeling, AI powered creativity, AI literacy, Generative AI, Software Development Tools, AI Workflows, Computer Programming Tools
John Wiley & Sons
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Multimodal Prompts, Generative AI, Prompt Patterns, Responsible AI, ChatGPT, Generative Model Architectures, Large Language Modeling, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Context Engineering, Image Analysis, AI powered creativity, LLM Application, AI literacy, Token Optimization, OpenAI, AI Integrations, Artificial Intelligence
Skills you'll gain: Docker (Software), ASP.NET, Integration Testing, Object-Relational Mapping, API Design, Identity and Access Management, Enterprise Architecture, Distributed Computing, Authorization (Computing), Database Development, Database Management, Dependency Analysis, Data Validation, Transaction Processing
Skills you'll gain: Looker (Software), Pivot Tables And Charts, Data Modeling, Exploratory Data Analysis, Data Analysis, Query Languages
In summary, here are 10 of our most popular applied machine learning courses
- Engineering Probability and Statistics Part 1:Â Northeastern University
- Market Risk Management Fundamentals:Â EDUCBA
- Create a Cover Letter with an Envelope using Microsoft Word:Â Coursera
- Discrete Math for Computer Science - Counting & Probability:Â The Hong Kong University of Science and Technology
- Databricks GenAI Engineering:Â Coursera
- Accelerate Model Training with PyTorch 2.X:Â Packt
- API Integration - End to End Web Development:Â Board Infinity
- Discrete Math for Computer Science - Logic & Set Theory:Â The Hong Kong University of Science and Technology
- Generative AI for Code Completion:Â Coursera
- The Quick Guide to Prompt Engineering:Â John Wiley & Sons
