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
AI Business School
Skills you'll gain: Agentic Workflows, Agentic systems, Productivity, No-Code Development, Sales Management, AI Product Strategy, AI Enablement, Business Process Automation, Automation, Artificial Intelligence, Digital Transformation, Application Development, Ideation
Skills you'll gain: Performance Tuning, Python Programming, OS Process Management, Data Processing, Scalability, Database Management
Board Infinity
Skills you'll gain: DeepSeek API, Deepseek, Retrieval-Augmented Generation, Model Deployment, AI Enablement, Make.com, Generative Model Architectures, LLM Application, Cloud Deployment, Embeddings, Software Documentation, Unit Testing, Key Management
Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Data Visualization, Data Visualization Software, ChatGPT, Matplotlib, Seaborn, Data Analysis, Pandas (Python Package), Python Programming, Data Manipulation, Natural Language Processing
Skills you'll gain: Penetration Testing, OSI Models, Exploitation techniques, TCP/IP, Network Protocols, Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Cyber Security Assessment, General Networking, Vulnerability Scanning, Cybersecurity, Web Development, Prompt Engineering, Large Language Modeling, Scripting, Python Programming, SQL, Command-Line Interface, Data Structures
Starweaver
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging
Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration, Data Analysis
AI Business School
Skills you'll gain: Agentic Workflows, AI Workflows, No-Code Development, Generative AI Agents, AI Enablement, Digital Transformation, AI Orchestration, AI Product Strategy, Business Process Automation, Business Technologies, AI Personalization, Automation, Artificial Intelligence, Finance, Application Design, Productivity Software, Application Development
Johns Hopkins University
Skills you'll gain: Health Equity, Health Disparities, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys
Skills you'll gain: Business Process Improvement, Process Optimization, Quality Assurance, Digital Transformation
Skills you'll gain: PySpark, MySQL, Data Pipelines, Apache Spark, Data Processing, SQL, Data Transformation, Data Manipulation, Distributed Computing, Python Programming, Debugging
University of Michigan
Skills you'll gain: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Predictive Modeling, Algorithms, Computational Thinking, Debugging
In summary, here are 10 of our most popular applied machine learning courses
- AI agents and creator tools for sales professionals:Â AI Business School
- Concurrent and Parallel Programming in Python:Â Packt
- Mastering DeepSeek: From Architecture to Application:Â Board Infinity
- Data Visualization with OpenAI API: Generate code with GenAI:Â Coursera
- Advanced Web Exploits, Python Scripting & Network Attacks:Â Packt
- GenAI Foundations and Prompt Engineering :Â Starweaver
- Configuring MongoDB Atlas with BigQuery Dataflow Templates:Â Google Cloud
- AI agents and creator tools for finance professionals:Â AI Business School
- Gender Foundations in Health Data: A Data for Health Course:Â Johns Hopkins University
- The Ultimate BPMN Course:Â Packt
