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.

Skills you'll gain: Chef (Configuration Management Tool), Scalability, Infrastructure as Code (IaC), Apache, Devops Tools, IT Automation, Cloud Infrastructure, Virtual Machines, Amazon Web Services, IT Infrastructure, Amazon Elastic Compute Cloud, Software Configuration Management, Cloud Management, Application Deployment, Cloud Computing, Nginx, Full-Stack Web Development, Servers, Ruby (Programming Language), Software Installation
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: OpenShift, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Data Science
Intermediate · Course · 1 - 4 Weeks

Nanjing University
Skills you'll gain: Higher Education, Education Software and Technology, Course Development, Creativity, Digital pedagogy, Human Learning, Learning Theory, Innovation, Curriculum Development, Emerging Technologies, Digital Transformation, Culture, Information Technology
★ 5 (11) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Technical Analysis, Financial Trading, Market Trend, Key Management, Blockchain, Market Data, Cryptography, Cryptographic Protocols, Digital Assets, Trend Analysis, Payment Systems, Market Dynamics, Finance, Transaction Processing
Mixed · Course · 1 - 3 Months
Skills you'll gain: Django (Web Framework), Application Programming Interface (API), Restful API, Web Development, Program Development, Event-Driven Programming, Python Programming, GitHub
★ 4.9 (27) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Animation and Game Design, 3D Assets, Animations, Simulation and Simulation Software, 3D Modeling, Computer Graphic Techniques, Simulations, Post-Production, Visual Design, Technical Design, Graphic and Visual Design, Geometry, Game Design, Design, Research and Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: ChatGPT, Prompt Patterns, Quick Learning, Overcoming Obstacles, Responsible AI, Learning Strategies, Generative AI, AI powered creativity, Brainstorming, AI literacy, Storytelling, Writing, Artificial Intelligence
★ 4.7 (23) · Intermediate · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Apache Kafka, Apache, Data Pipelines, Distributed Computing, Scalability, File Systems, Data Store, Live Streaming, Data Persistence, File I/O, Data Storage Technologies, Command-Line Interface, Data Maintenance, Data Storage, Network Monitoring, File Management, Records Management
★ 4.2 (9) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Database Design, Database Development, Database Management, Database Application, .NET Framework, C# (Programming Language), SQL, Business Logic, Software Development Life Cycle, Data Management, Data Integrity, Application Development, Application Design, User Interface (UI), Data Validation, Test Case
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, AI Integrations, Calendar Management, Scheduling, AI Security, Workflow Management, Dataflow, Classification Algorithms
★ 4.1 (9) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Snowflake Schema, Model Deployment, Data Pipelines, Pandas (Python Package), Data Import/Export, Data Transformation, Data Manipulation, Large Language Modeling, Data Processing, Containerization, Python Programming, MLOps (Machine Learning Operations), Application Deployment, Application Development, Data Science, Data Preprocessing, Cloud Computing, SQL, Model Training, Machine Learning
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Processing, Programming Principles, Python Programming, Numerical Analysis
★ 4.3 (21) · Beginner · Course · 1 - 3 Months