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.

DeepLearning.AI
Skills you'll gain: Tensorflow, Convolutional Neural Networks, Transfer Learning, Image Analysis, Computer Vision, Fine-tuning, Classification Algorithms, Deep Learning, Applied Machine Learning, Scientific Visualization, Data Preprocessing, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Google Cloud Platform, Quality Assurance, Data Modeling, Data Compilation, Statistical Reporting, Interactive Data Visualization, MLOps (Machine Learning Operations), Model Deployment, Data Quality, Database Development, Applied Machine Learning, Data Maintenance, Cloud Security, Machine Learning
Advanced · Course · 1 - 3 Months

Skills you'll gain: WordPress, Web Design, Frontend Performance, Web Design and Development, Usability, Content Management Systems, Performance Testing, Web Development, Performance Tuning, Application Deployment, Software Installation, Web Content, Apache, Development Environment, Web Development Tools, MySQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Command-Line Interface, Unix, Scripting Languages, IT Automation, Debugging, Development Environment, Automation, Productivity, Editing, System Configuration, Administration, Reliability, Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Data Preprocessing, Analytics, Data Analysis, Predictive Analytics, Data Processing, Applied Machine Learning, Model Evaluation, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Machine Learning Methods, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

IBM
Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data Strategy, Data-Driven Decision-Making, Data Analysis, Business Analytics, Big Data, Digital Transformation, Analytics, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing
★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Political Sciences, Social Studies, Public Affairs, Policy Analysis, European History, Public History, Oral Expression, Advocacy, Persuasive Communication, Governance
★ 4.9 (184) · Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Deployment, Infrastructure Architecture, Cloud Computing, Cloud Platforms, Private Cloud, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Cloud Management, Cloud Services, Network Architecture, Virtualization and Virtual Machines, Command-Line Interface, Firewall, Network Routing
★ 4.6 (218) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Retail Store Operations, Retail Management, Merchandising, Product Assortment, Inventory and Warehousing, Inventory Management, Retail Sales, Operations Management, Inventory Control, Strategic Thinking, Revenue Management, Profit and Loss (P&L) Management, Supply Chain Management, Supply Chain, Operations, Business, Operational Efficiency, Analytics, Analysis, Decision Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: ASP.NET, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Application Programming Interface (API), Web Development Tools, Restful API, Microsoft Azure, Web Applications, Application Frameworks, Application Development, Development Environment, Event-Driven Programming, Middleware, Software Installation
★ 2.6 (12) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unix Commands, Unix, Unix Shell, File I/O, User Accounts, Operating System Administration, Command-Line Interface, Operating Systems, User Provisioning, File Systems, Systems Administration, File Management, System Configuration, Data Storage
★ 4.7 (21) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard Creation, Data Modeling, Analytical Skills, Data Visualization, Analysis, Data Management, Business Reporting, Data Manipulation, Business Intelligence Software, Security Awareness
Beginner · Course · 1 - 4 Weeks