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
Skills you'll gain: Data Lakes, Data Governance, Transaction Processing, Microsoft Azure, Security Controls, Data Architecture, Power BI, Data Warehousing, Dataflow, Data Management, Identity and Access Management, Azure Active Directory, Data Pipelines, Role-Based Access Control (RBAC), Data Integration, Query Languages, Data Integrity, Real Time Data, Data Quality, Data Transformation
Skills you'll gain: Bash (Scripting Language), Unix Shell, Software Installation, Unix Commands, Linux Commands, Linux, File Systems, Mac OS, File Management, Data Storage, Data Integrity, Cryptography
Johns Hopkins University
Skills you'll gain: Trigonometry, Probability, Data Analysis, Probability & Statistics, Statistical Analysis, Advanced Mathematics, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Applied Mathematics, Statistics, Geometry, Arithmetic
Skills you'll gain: AI Security, Responsible AI, Large Language Modeling, Generative Model Architectures, IT Security Architecture, Security Architecture Review, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Threat Intelligence, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Ruby (Programming Language), Program Development, File I/O, Code Reusability, Development Environment, Maintainability, Programming Principles, Data Structures, Computer Programming, Scripting Languages, Debugging, Software Development Tools, Performance Tuning
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, OpenAI API, Token Optimization, OpenAI, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Key Management, Development Environment, Application Programming Interface (API), Python Programming, Virtual Environment
Skills you'll gain: Model Evaluation, Model Training, Forecasting, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, AI Integrations, Applied Machine Learning, AI Workflows, Data Pipelines, Artificial Neural Networks, Automation
Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy
Skills you'll gain: Database Development, Database Application, Application Design, Program Development, SQL, Dashboard Creation, Secure Coding, User Interface (UI), User Requirements Documents, Software Design, Data Integrity
Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Analysis, Data Transformation, Database Management
Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Responsive Web Design, HTML and CSS, Web Design, Layout Design, Web Design and Development, Interactive Design, Front-End Web Development, Project Design, Web Content Accessibility Guidelines, Web Content, Web Development, User Experience, Design
Skills you'll gain: Prompt Engineering, ChatGPT, AI Personalization, AI Workflows, AI literacy, AI Integrations, Blogs, LLM Application, Content Creation, Large Language Modeling, Writing and Editing, Social Media Content, Search Engine Optimization
In summary, here are 10 of our most popular applied machine learning courses
- Building Data Lakes and Lakehouses with Microsoft Fabric: Microsoft
- Git Fundamentals – Getting Started with Git and GitHub: Packt
- Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
- Generative AI for Security Fundamentals: Edureka
- Build Practical Ruby Projects Using Core Programming Skills: EDUCBA
- Prompt Engineering Foundations: Packt
- Automate Financial Analysis with AI Pipelines: Coursera
- Encouraging Student Collaboration with Padlet: Coursera
- Build a C# .NET Kids Play Zone App from Scratch: EDUCBA
- Hadoop Projects: Analyze Big Data with Hive & Pig: EDUCBA
