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: Exploratory Data Analysis, Correlation Analysis, Plot (Graphics), Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Data Science, Statistical Analysis, Data Wrangling, Python Programming
Skills you'll gain: OpenAI API, Fine-tuning, Prompt Engineering, OpenAI, Large Language Modeling, ChatGPT, Multimodal Prompts, Application Performance Management, Generative Model Architectures, Generative AI, LLM Application, Image Analysis, Photo Editing, Token Optimization, Application Programming Interface (API), Animations, Tool Calling, File Management, Python Programming, Computer Science
Cisco Learning and Certifications
Skills you'll gain: Ansible, YAML, IT Automation, Network Architecture, Network Administration, General Networking, Automation, System Configuration, Software Documentation, Configuration Management, Python Programming
University of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Forecasting, Machine Learning Methods, Random Forest Algorithm, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
University of California, Davis
Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Digital Communications, Machine Learning, AI Personalization, digital literacy, Digital Analysis, Blockchain, Process Development, Data Ethics, Emerging Technologies, AI literacy, FinTech, Social Impact, Technology Strategies, Data Storage, Artificial Intelligence, Media and Communications, Generative AI
University of Illinois Urbana-Champaign
Skills you'll gain: Hardware Troubleshooting, 3D Modeling, Design Software, Electronic Hardware, Manufacturing Processes, Digital Design, Mechanical Design, Control Systems, Materials science, Electronic Components, Mechanical Engineering, Machine Controls, Maintenance, Repair, and Facility Services, Open Source Technology
Skills you'll gain: Jest (JavaScript Testing Framework), Mobile Development, Web Development Tools, Android Development, React.js, Javascript, Unit Testing, Test Script Development, Node.JS, Software Testing, Package and Software Management, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Event-Driven Programming, Functional Design
Johns Hopkins University
Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Development, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Data Processing, SQL
National Taiwan University
Skills you'll gain: Data Presentation, Data Structures, Data Visualization Software, File I/O, Market Data, Financial Data, Financial Analysis, Data Analysis, Programming Principles, Python Programming, Data Manipulation, Maintainability, Functional Design, Data Validation
Skills you'll gain: AI Integrations, AI Product Strategy, Business Leadership, Digital Transformation, Strategic Leadership, Business Strategy, Google Cloud Platform, Technology Strategies, Artificial Intelligence, Responsible AI, Culture Transformation, Return On Investment, ChatGPT, Case Studies, Generative AI, Data-Driven Decision-Making, Emerging Technologies, Automation, Risk Management, Machine Learning
Packt
Skills you'll gain: Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Quality Management, Kaizen Methodology, Lean Methodologies, Quality Management Systems, Process Improvement, Pareto Chart, Quality Control, Statistical Process Controls, Data Analysis, Analysis, Microsoft Excel, Correlation Analysis, Diagram Design, Prioritization
Skills you'll gain: Computer Vision, Image Analysis, Real Time Data, Model Training, Python Programming, Development Environment, Data Preprocessing, Software Installation
In summary, here are 10 of our most popular applied machine learning courses
- Exploratory Data Analysis With Python and Pandas: Coursera
- Getting Started with Generative AI API: Codio
- Ansible for Network Automation: Cisco Learning and Certifications
- Intro to Predictive Analytics Using Python: University of Pennsylvania
- Digital Technology and Social Change: University of California, Davis
- 3D Printing Hardware: University of Illinois Urbana-Champaign
- Mobile Development and JavaScript: Meta
- Large-Scale Database Systems: Johns Hopkins University
- 用 Python 做商管程式設計（二）(Programming for Business Computing in Python (2)): National Taiwan University
- AI Strategy for Business Leaders with ChatGPT, ML & DL: Packt
